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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.
RNASEH2A 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
11.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
72.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
63.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
41.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
29.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
24.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
20.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
18.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
17.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
16.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
16.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
15.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
14.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
13.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
13.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
13.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
13.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
12.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
12.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
12.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
12.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
11.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
11.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
11.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
11.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
11.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
11.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
10.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
9.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
9.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
9.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
9.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
9.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
8.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
8.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
8.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
8.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
8.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
7.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
7.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
7.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
7.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
7.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
6.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
6.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
6.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
6.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
5.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
5.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
5.4
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
5.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
5.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
5.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
4.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
4.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
4.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
3.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
2.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
2.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
1.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 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.
RNASEH2A 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
15.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
89.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
69.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
50.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
49.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
49.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
44.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
43.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
40.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
37.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
36.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
33.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
32.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
31.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
29.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
28.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
27.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
27.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
27.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
27.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
26.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
26.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
26.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
26.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
25.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
25.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
25.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
25.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
25.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
24.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
24.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
23.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
23.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
23.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
23.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
23.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
23.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
23.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
22.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
22.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
22.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
22.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
22.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
21.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
21.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
21.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
21.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
21.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
21.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
21.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
21.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
20.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
20.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
20.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
20.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
20.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
20.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
20.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
20.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
20.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
20.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
20.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
20.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
20.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
19.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
19.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
19.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
19.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
19.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
19.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
19.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
19.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
19.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
19.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
19.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
19.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
19.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
19.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
19.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
19.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
19.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
18.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
18.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
18.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
18.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
18.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
18.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
18.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
18.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
18.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
18.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
18.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
18.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
18.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
18.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
18.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
18.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
18.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
18.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
18.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
18.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
18.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
18.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
18.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
18.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
18.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
18.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
18.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
18.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
18.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
18.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
18.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
17.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
17.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
17.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
17.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
17.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
17.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
17.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
17.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
17.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
17.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
17.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
17.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
17.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
17.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
17.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
17.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
17.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
17.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
17.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
17.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
17.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
17.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
17.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
17.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
17.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
17.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
17.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
17.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
17.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
17.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
17.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
17.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
17.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
17.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
17.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
17.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
16.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
16.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
16.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
16.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
16.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
16.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
16.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
16.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
16.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
16.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
16.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
16.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
16.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
16.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
16.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
16.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
16.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
16.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
16.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
16.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
16.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
16.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
16.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
16.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
16.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
16.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
16.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
16.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
16.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
16.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
16.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
16.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
16.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
16.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
16.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
16.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
16.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
16.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
16.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
16.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
16.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
16.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
16.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
16.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
16.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
15.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
15.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
15.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
15.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
15.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
15.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
15.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
15.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
15.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
15.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
15.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
15.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
15.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
15.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
15.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
15.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
15.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
15.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
15.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
15.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
15.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
15.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
15.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
15.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
15.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
15.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
15.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
15.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
15.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
15.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
15.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
15.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
15.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
15.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
15.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
15.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
15.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
15.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
15.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
15.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
15.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
14.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
14.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
14.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
14.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
14.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
14.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
14.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
14.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
14.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
14.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
14.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
14.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
14.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
14.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
14.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
14.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
14.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
14.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
14.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
14.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
14.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
14.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
14.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
14.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
14.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
14.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
14.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
14.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
14.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
14.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
14.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
14.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
14.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
14.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
14.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
14.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
14.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
14.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
14.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
14.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
14.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
14.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
14.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
14.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
14.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
14.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
14.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
14.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
14.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
14.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
14.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
14.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
14.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
13.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
13.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
13.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
13.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
13.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
13.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
13.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
13.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
13.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
13.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
13.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
13.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
13.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
13.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
13.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
13.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
13.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
13.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
13.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
13.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
13.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
13.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
13.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
13.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
13.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
13.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
13.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
13.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
13.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
13.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
13.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
13.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
13.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
13.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
13.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
13.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
13.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
13.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
13.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
13.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
13.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
13.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
13.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
13.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
13.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
13.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
13.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
13.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
12.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
12.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
12.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
12.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
12.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
12.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
12.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
12.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
12.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
12.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
12.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
12.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
12.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
12.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
12.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
12.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
12.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
12.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
12.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
12.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
12.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
12.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
12.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
12.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
12.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
12.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
12.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
12.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
12.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
12.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
12.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
12.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
12.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
12.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
12.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
12.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
12.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
12.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
12.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
12.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
12.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
12.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
12.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
12.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
12.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
12.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
12.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
12.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
12.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
12.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
11.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
11.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
11.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
11.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
11.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
11.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
11.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
11.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
11.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
11.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
11.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
11.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
11.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
11.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
11.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
11.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
11.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
11.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
11.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
11.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
11.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
11.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
11.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
11.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
11.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
11.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
11.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
11.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
11.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
11.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
11.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
11.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
11.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
11.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
11.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
11.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
10.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
10.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
10.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
10.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
10.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
10.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
10.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
10.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
10.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
10.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
10.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
10.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
10.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
10.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
10.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
10.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
10.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
10.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
10.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
10.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
10.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
10.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
10.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
10.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
10.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
10.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
10.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
10.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
10.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
10.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
10.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
10.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
10.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
10.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
10.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
9.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
9.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
9.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
9.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
9.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
9.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
9.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
9.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
9.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
9.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
9.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
9.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
9.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
9.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
9.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
9.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
9.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
9.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
9.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
9.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
9.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
8.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
8.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
8.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
8.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
8.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
8.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
8.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
8.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
8.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
8.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
8.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
8.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
8.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
8.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
7.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
7.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
7.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
7.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
7.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
7.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
7.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
7.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
7.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
7.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
7.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
7.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
7.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
6.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
6.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
6.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
6.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
6.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
5.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
5.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
5.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
3.3
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.
RNASEH2A 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
13.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
58.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
50.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
28.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
28.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
26.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
24.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
23.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
23.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
21.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
19.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
18.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
18.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
18.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
18.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
18.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
18.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
17.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
17.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
17.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
16.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
16.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
16.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
15.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
15.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
15.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
15.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
14.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
14.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
14.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
14.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
14.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
14.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
13.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
13.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
13.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
13.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
13.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
13.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
13.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
12.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
12.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
12.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
12.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
12.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
12.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
12.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
12.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
12.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
12.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
12.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
12.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
12.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
12.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
12.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
12.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
12.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
12.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
11.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
11.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
11.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
11.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
11.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
11.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
11.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
11.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
11.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
11.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
11.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
11.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
10.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
10.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
10.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
10.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
10.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
10.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
10.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
10.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
10.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
10.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
10.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
9.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
9.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
9.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
9.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
9.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
9.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
9.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
8.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
8.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
8.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
8.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
8.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
8.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
8.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
8.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
7.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
6.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
6.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
4.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RNASEH2A is potential prognostic, high expression is unfavorable 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
15.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
61.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
55.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
55.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
47.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
43.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
42.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
42.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
41.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
40.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
38.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
35.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
34.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
33.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
32.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
31.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
30.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
29.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
29.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
28.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
28.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
28.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
27.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
27.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
27.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
27.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
26.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
26.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
25.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
25.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
25.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
25.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
25.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
25.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
25.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
24.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
24.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
24.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
24.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
24.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
24.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
23.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
23.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
23.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
22.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
22.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
22.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
22.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
22.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
22.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
21.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
21.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
21.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
21.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
21.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
21.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
21.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
21.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
20.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
20.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
20.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
20.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
20.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
20.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
20.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
20.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
20.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
20.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
19.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
19.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
19.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
19.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
19.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
19.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
19.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
19.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
19.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
18.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
18.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
18.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
18.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
18.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
18.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
18.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
18.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
18.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
18.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
18.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
18.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
18.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
17.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
17.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
17.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
17.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
17.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
17.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
17.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
17.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
17.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
17.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
17.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
17.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
16.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
16.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
16.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
16.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
16.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
16.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
16.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
16.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
16.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
16.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
16.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
16.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
16.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
16.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
16.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
16.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
16.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
15.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
15.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
15.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
15.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
15.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
15.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
15.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
15.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
15.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
15.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
15.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
15.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
15.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
15.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
15.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
14.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
14.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
14.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
14.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
14.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
14.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
14.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
14.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
14.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
14.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
14.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
14.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
14.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
14.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
14.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
14.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
14.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
14.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
14.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
14.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
14.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
13.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
13.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
13.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
13.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
13.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
13.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
13.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
13.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
13.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
13.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
13.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
13.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
13.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
13.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
13.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
13.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
13.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
13.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
13.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
12.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
12.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
12.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
12.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
12.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
12.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
12.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
12.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
12.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
12.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
12.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
12.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
12.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
12.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
12.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
12.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
12.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
12.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
12.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
12.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
12.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
12.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
12.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
12.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
11.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
11.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
11.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
11.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
11.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
11.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
11.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
11.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
11.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
11.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
11.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
11.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
11.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
10.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
10.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
10.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
10.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
10.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
10.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
10.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
10.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
10.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
10.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
10.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
10.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
10.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
10.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
10.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
10.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
10.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
10.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
10.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
9.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
9.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
9.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
9.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
9.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
9.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
9.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
9.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
9.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
8.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
8.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
8.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
8.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
8.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
8.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
8.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
8.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
8.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
7.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
7.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
7.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
7.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
7.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
7.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
7.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
6.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
6.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
6.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
5.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
5.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
5.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
5.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
4.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
3.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0021240003
Tumor
1.0
CPT0088550004
Tumor
0.8
CPT0009060003
Tumor
0.7
CPT0025290003
Tumor
0.7
CPT0025050003
Tumor
0.6
CPT0012900004
Tumor
0.6
CPT0069160003
Tumor
0.6
CPT0086030003
Tumor
0.6
CPT0078510003
Tumor
0.5
CPT0001340003
Tumor
0.5
CPT0015910003
Tumor
0.5
CPT0024670003
Tumor
0.5
CPT0088970003
Tumor
0.5
CPT0075130003
Tumor
0.5
CPT0092290003
Tumor
0.5
CPT0079380003
Tumor
0.5
CPT0065690003
Tumor
0.5
CPT0075560003
Tumor
0.5
CPT0092790003
Tumor
0.5
CPT0077310003
Tumor
0.5
CPT0001540009
Tumor
0.4
CPT0063320003
Tumor
0.4
CPT0015730003
Tumor
0.4
CPT0088760003
Tumor
0.4
CPT0063630003
Tumor
0.4
CPT0012180003
Tumor
0.4
CPT0066480003
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0019990003
Tumor
0.4
CPT0014370004
Tumor
0.4
CPT0017850003
Tumor
0.4
CPT0089020003
Tumor
0.4
CPT0025580004
Tumor
0.4
CPT0065810003
Tumor
0.4
CPT0026410003
Tumor
0.4
CPT0006900003
Tumor
0.4
CPT0020120003
Tumor
0.4
CPT0081990003
Tumor
0.4
CPT0089460004
Tumor
0.4
CPT0077320001
Normal
0.4
CPT0009000003
Tumor
0.4
CPT0011240003
Tumor
0.4
CPT0017410003
Tumor
0.4
CPT0023690003
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0012670003
Tumor
0.4
CPT0006440003
Tumor
0.4
CPT0001220008
Tumor
0.4
CPT0078990003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0014160003
Tumor
0.3
CPT0087040003
Tumor
0.3
CPT0000640003
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0076330003
Tumor
0.3
CPT0065870003
Tumor
0.3
CPT0086360003
Tumor
0.3
CPT0088480003
Tumor
0.3
CPT0065750003
Tumor
0.3
CPT0092730003
Tumor
0.3
CPT0024680001
Normal
0.3
CPT0075720003
Tumor
0.3
CPT0084560003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0077490003
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0081880003
Tumor
0.3
CPT0069000003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0001500009
Tumor
0.2
CPT0023350003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0081600003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0079510001
Normal
0.2
CPT0007320003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0012550003
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0071150004
Tumor
0.1
CPT0064370003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0085670003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0012640003
Normal
0.0
CPT0075170001
Normal
0.0
CPT0086870003
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0010120001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0079410003
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0002350011
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0001550001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0025110003
Tumor
-0.1
CPT0088570001
Normal
-0.2
CPT0078660003
Tumor
-0.2
CPT0011410003
Tumor
-0.2
CPT0001510001
Normal
-0.2
CPT0001180009
Tumor
-0.2
CPT0079180003
Tumor
-0.2
CPT0001270001
Normal
-0.2
CPT0007470001
Normal
-0.2
CPT0069010001
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0088640003
Normal
-0.2
CPT0010160003
Tumor
-0.2
CPT0063330001
Normal
-0.2
CPT0065820001
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0012570003
Normal
-0.2
CPT0069190001
Normal
-0.2
CPT0086820003
Tumor
-0.3
CPT0012920003
Normal
-0.3
CPT0020020001
Normal
-0.3
CPT0064400001
Normal
-0.3
CPT0012290003
Normal
-0.3
CPT0089480003
Normal
-0.3
CPT0088920001
Normal
-0.3
CPT0000890001
Normal
-0.3
CPT0079000001
Normal
-0.3
CPT0025060001
Normal
-0.3
CPT0000870016
Tumor
-0.3
CPT0088780001
Normal
-0.3
CPT0088500001
Normal
-0.3
CPT0081620001
Normal
-0.3
CPT0007870001
Normal
-0.3
CPT0082010001
Normal
-0.3
CPT0078670001
Normal
-0.4
CPT0025610001
Normal
-0.4
CPT0075570001
Normal
-0.4
CPT0092800003
Normal
-0.4
CPT0012770003
Normal
-0.4
CPT0063640001
Normal
-0.4
CPT0006730001
Normal
-0.4
CPT0006530001
Normal
-0.4
CPT0025920001
Normal
-0.4
CPT0079230003
Tumor
-0.4
CPT0000660001
Normal
-0.4
CPT0000790001
Normal
-0.4
CPT0023710001
Normal
-0.4
CPT0077500001
Normal
-0.4
CPT0086830003
Normal
-0.4
CPT0020130001
Normal
-0.4
CPT0077140001
Normal
-0.4
CPT0086890003
Normal
-0.4
CPT0006950001
Normal
-0.5
CPT0065450001
Normal
-0.5
CPT0078840001
Normal
-0.5
CPT0087050003
Normal
-0.5
CPT0001190001
Normal
-0.5
CPT0026420001
Normal
-0.5
CPT0076350001
Normal
-0.5
CPT0089040001
Normal
-0.5
CPT0078530001
Normal
-0.5
CPT0092740003
Normal
-0.5
CPT0018250001
Normal
-0.5
CPT0010170001
Normal
-0.5
CPT0009080003
Normal
-0.6
CPT0013790003
Normal
-0.6
CPT0092310003
Normal
-0.6
CPT0012090003
Normal
-0.6
CPT0001350001
Normal
-0.6
CPT0066430001
Normal
-0.6
CPT0023360001
Normal
-0.6
CPT0078800003
Tumor
-0.7
CPT0079430001
Normal
-0.9
CPT0017450001
Normal
-1.0
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
