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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.
STN1 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
16.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
70.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
54.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
52.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
48.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
36.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
30.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
27.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
26.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
25.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
23.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
23.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
22.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
21.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
20.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
19.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
18.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
18.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
17.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
17.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
17.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
17.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
16.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
16.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
16.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
15.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
15.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
14.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
14.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
14.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
13.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
13.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
13.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
13.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
12.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
12.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
12.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
12.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
12.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
11.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
11.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
11.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
11.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
10.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
10.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
10.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
10.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
10.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
9.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
9.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
9.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
9.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
9.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
8.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
8.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
7.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
7.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
4.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
3.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
3.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
2.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
2.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
2.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
1.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 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.
STN1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
40.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
34.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
32.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
31.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
31.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
30.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
29.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
28.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
28.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
28.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
28.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
27.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
27.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
26.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
26.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
26.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
26.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
26.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
26.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
26.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
26.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
26.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
25.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
25.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
25.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
25.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
25.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
25.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
25.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
25.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
25.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
25.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
25.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
25.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
24.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
24.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
24.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
24.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
24.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
24.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
24.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
24.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
24.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
24.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
23.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
23.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
23.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
23.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
23.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
23.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
23.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
23.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
23.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
23.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
23.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
23.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
23.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
23.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
23.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
23.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
23.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
22.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
22.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
22.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
22.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
22.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
22.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
22.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
22.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
22.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
22.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
22.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
22.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
22.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
22.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
22.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
22.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
22.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
22.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
22.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
22.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
22.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
22.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
22.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
22.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
22.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
22.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
21.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
21.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
21.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
21.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
21.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
21.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
21.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
21.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
21.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
21.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
21.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
21.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
21.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
21.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
21.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
21.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
21.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
21.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
21.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
21.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
21.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
21.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
21.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
21.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
21.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
20.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
20.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
20.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
20.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
20.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
20.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
20.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
20.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
20.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
20.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
20.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
20.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
20.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
20.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
20.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
20.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
20.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
20.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
20.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
20.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
20.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
20.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
20.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
20.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
20.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
20.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
20.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
20.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
20.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
20.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
20.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
20.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
20.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
20.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
20.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
20.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
20.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
20.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
19.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
19.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
19.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
19.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
19.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
19.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
19.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
19.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
19.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
19.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
19.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
19.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
19.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
19.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
19.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
19.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
19.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
19.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
19.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
19.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
19.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
19.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
19.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
19.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
19.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
19.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
19.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
19.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
19.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
19.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
19.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
19.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
19.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
19.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
19.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
19.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
19.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
19.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
19.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
19.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
18.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
18.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
18.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
18.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
18.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
18.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
18.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
18.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
18.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
18.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
18.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
18.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
18.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
18.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
18.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
18.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
18.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
18.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
18.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
18.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
18.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
18.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
18.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
18.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
18.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
18.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
18.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
18.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
18.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
18.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
18.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
18.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
18.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
18.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
18.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
18.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
18.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
18.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
18.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
18.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
18.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
18.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
18.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
18.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
17.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
17.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
17.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
17.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
17.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
17.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
17.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
17.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
17.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
17.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
17.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
17.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
17.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
17.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
17.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
17.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
17.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
17.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
17.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
17.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
17.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
17.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
17.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
17.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
17.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
17.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
17.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
17.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
17.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
17.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
17.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
17.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
17.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
17.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
17.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
17.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
16.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
16.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
16.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
16.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
16.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
16.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
16.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
16.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
16.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
16.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
16.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
16.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
16.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
16.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
16.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
16.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
16.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
16.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
16.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
16.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
16.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
16.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
16.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
16.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
16.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
16.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
16.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
16.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
15.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
15.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
15.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
15.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
15.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
15.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
15.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
15.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
15.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
15.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
15.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
15.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
15.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
15.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
15.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
15.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
15.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
15.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
15.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
15.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
15.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
15.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
15.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
15.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
15.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
15.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
15.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
15.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
15.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
15.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
15.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
15.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
15.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
15.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
15.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
15.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
15.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
15.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
15.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
15.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
15.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
15.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
15.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
14.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
14.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
14.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
14.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
14.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
14.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
14.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
14.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
14.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
14.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
14.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
14.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
14.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
14.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
14.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
14.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
14.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
14.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
14.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
14.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
14.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
14.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
14.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
14.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
14.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
14.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
14.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
14.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
14.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
14.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
14.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
14.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
14.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
14.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
14.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
14.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
14.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
14.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
14.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
14.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
13.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
13.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
13.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
13.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
13.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
13.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
13.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
13.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
13.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
13.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
13.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
13.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
13.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
13.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
13.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
13.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
13.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
13.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
13.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
13.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
13.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
13.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
13.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
13.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
13.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
13.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
13.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
13.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
13.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
13.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
13.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
13.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
13.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
13.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
13.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
13.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
12.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
12.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
12.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
12.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
12.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
12.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
12.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
12.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
12.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
12.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
12.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
12.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
12.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
12.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
12.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
12.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
12.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
12.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
12.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
12.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
12.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
12.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
12.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
11.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
11.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
11.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
11.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
11.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
11.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
11.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
11.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
11.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
11.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
11.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
11.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
11.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
11.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
11.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
11.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
11.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
11.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
11.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
11.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
11.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
11.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
11.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
10.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
10.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
10.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
10.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
10.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
10.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
10.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
10.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
10.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
10.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
10.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
10.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
10.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
10.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
10.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
10.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
10.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
9.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
9.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
9.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
9.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
9.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
9.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
9.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
9.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
9.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
9.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
9.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
9.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
9.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
9.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
9.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
9.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
8.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
8.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
8.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
8.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
8.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
8.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
7.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
7.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
7.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
7.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
7.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
7.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
7.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
7.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
7.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
6.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
6.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
5.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
4.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
STN1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
32.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
30.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
28.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
27.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
27.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
26.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
25.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
25.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
25.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
25.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
25.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
25.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
25.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
24.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
24.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
23.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
23.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
23.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
22.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
22.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
22.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
22.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
21.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
21.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
21.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
21.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
21.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
21.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
20.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
20.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
20.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
20.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
20.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
20.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
20.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
20.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
19.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
19.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
19.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
19.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
19.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
19.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
19.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
19.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
19.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
18.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
18.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
18.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
18.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
18.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
17.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
17.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
17.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
17.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
17.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
17.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
17.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
17.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
17.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
16.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
16.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
16.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
16.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
16.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
16.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
16.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
15.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
15.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
15.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
15.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
15.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
15.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
15.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
14.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
14.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
14.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
14.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
14.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
14.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
14.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
14.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
14.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
14.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
14.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
14.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
13.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
13.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
13.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
13.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
13.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
13.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
12.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
12.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
11.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
11.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
10.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
9.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
8.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
STN1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
48.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
45.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
42.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
40.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
40.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
37.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
35.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
32.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
32.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
31.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
29.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
28.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
27.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
27.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
27.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
27.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
26.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
26.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
26.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
26.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
26.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
25.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
25.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
25.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
25.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
25.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
25.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
24.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
24.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
24.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
24.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
24.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
24.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
23.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
23.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
23.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
23.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
22.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
22.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
22.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
22.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
22.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
21.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
21.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
21.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
21.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
21.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
20.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
20.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
20.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
20.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
20.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
20.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
19.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
19.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
19.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
19.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
19.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
19.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
19.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
19.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
19.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
18.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
18.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
18.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
18.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
18.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
18.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
18.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
18.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
17.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
17.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
17.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
17.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
17.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
17.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
17.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
17.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
17.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
17.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
17.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
16.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
16.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
16.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
16.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
16.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
16.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
16.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
16.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
16.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
16.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
16.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
16.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
16.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
15.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
15.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
15.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
15.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
15.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
15.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
15.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
15.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
15.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
15.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
15.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
15.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
15.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
15.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
15.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
15.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
15.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
15.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
15.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
15.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
15.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
15.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
15.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
15.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
15.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
15.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
14.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
14.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
14.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
14.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
14.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
14.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
14.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
14.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
14.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
14.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
14.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
14.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
14.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
14.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
14.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
13.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
13.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
13.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
13.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
13.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
13.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
13.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
13.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
13.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
13.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
13.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
13.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
12.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
12.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
12.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
12.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
12.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
12.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
12.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
12.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
12.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
12.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
12.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
12.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
12.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
12.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
12.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
12.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
12.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
12.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
12.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
12.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
11.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
11.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
11.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
11.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
11.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
11.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
11.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
11.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
11.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
11.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
11.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
11.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
11.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
11.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
11.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
11.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
11.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
11.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
11.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
11.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
11.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
10.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
10.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
10.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
10.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
10.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
10.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
10.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
10.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
10.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
10.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
10.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
10.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
10.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
10.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
10.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
10.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
10.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
10.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
10.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
9.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
9.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
9.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
9.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
9.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
9.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
9.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
9.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
9.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
9.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
9.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
9.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
9.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
9.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
9.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
9.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
9.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
9.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
8.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
8.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
8.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
8.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
8.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
8.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
8.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
8.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
8.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
8.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
8.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
8.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
8.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
8.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
8.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
8.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
8.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
8.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
8.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
7.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
7.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
7.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
7.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
7.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
7.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
7.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
7.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
7.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
7.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
7.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
7.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
7.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
6.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
6.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
6.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
6.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
5.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
5.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
5.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
5.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
4.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
3.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
3.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
3.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
3.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
3.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
3.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
2.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
2.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
2.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
2.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
2.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
2.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
1.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012550003
Tumor
1.1
CPT0006440003
Tumor
0.8
CPT0092290003
Tumor
0.8
CPT0069010001
Normal
0.7
CPT0023690003
Tumor
0.7
CPT0063630003
Tumor
0.7
CPT0012180003
Tumor
0.7
CPT0078510003
Tumor
0.7
CPT0009000003
Tumor
0.7
CPT0024670003
Tumor
0.6
CPT0088630003
Tumor
0.6
CPT0009060003
Tumor
0.6
CPT0012370003
Tumor
0.6
CPT0077310003
Tumor
0.6
CPT0065750003
Tumor
0.6
CPT0012900004
Tumor
0.5
CPT0007470001
Normal
0.5
CPT0079480003
Tumor
0.5
CPT0089020003
Tumor
0.5
CPT0086830003
Normal
0.5
CPT0015810003
Tumor
0.5
CPT0014370004
Tumor
0.5
CPT0086030003
Tumor
0.4
CPT0026410003
Tumor
0.4
CPT0075560003
Tumor
0.4
CPT0077140001
Normal
0.4
CPT0015910003
Tumor
0.4
CPT0066470004
Tumor
0.4
CPT0085670003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0066480003
Tumor
0.4
CPT0017410003
Tumor
0.4
CPT0078930003
Tumor
0.4
CPT0025050003
Tumor
0.4
CPT0092740003
Normal
0.3
CPT0021240003
Tumor
0.3
CPT0019990003
Tumor
0.3
CPT0014160003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0079180003
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0077490003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0078990003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0063320003
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0086950003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0084590001
Normal
0.2
CPT0010170001
Normal
0.2
CPT0007860003
Tumor
0.2
CPT0092160003
Tumor
0.2
CPT0076330003
Tumor
0.1
CPT0012090003
Normal
0.1
CPT0087040003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0007870001
Normal
0.1
CPT0012770003
Normal
0.1
CPT0009020003
Normal
0.1
CPT0002350011
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0012640003
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0087050003
Normal
0.0
CPT0064400001
Normal
0.0
CPT0012280003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0000640003
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0002270011
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0065930003
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0069190001
Normal
0.0
CPT0015730003
Tumor
0.0
CPT0019130003
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0092190003
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0088970003
Tumor
-0.1
CPT0081880003
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0088690003
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0017450001
Normal
-0.2
CPT0075720003
Tumor
-0.2
CPT0025290003
Tumor
-0.2
CPT0066430001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0078530001
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0079000001
Normal
-0.2
CPT0018250001
Normal
-0.2
CPT0089040001
Normal
-0.2
CPT0078840001
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0001550001
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0077500001
Normal
-0.2
CPT0000890001
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0026420001
Normal
-0.2
CPT0013790003
Normal
-0.2
CPT0079410003
Tumor
-0.2
CPT0065430003
Tumor
-0.2
CPT0023710001
Normal
-0.3
CPT0077320001
Normal
-0.3
CPT0014350001
Normal
-0.3
CPT0088780001
Normal
-0.3
CPT0088500001
Normal
-0.3
CPT0069160003
Tumor
-0.3
CPT0025880003
Tumor
-0.3
CPT0079430001
Normal
-0.3
CPT0086890003
Normal
-0.3
CPT0019160001
Normal
-0.3
CPT0001260009
Tumor
-0.3
CPT0066520001
Normal
-0.3
CPT0089480003
Normal
-0.3
CPT0077110003
Tumor
-0.3
CPT0025060001
Normal
-0.3
CPT0078800003
Tumor
-0.3
CPT0025170003
Tumor
-0.4
CPT0075570001
Normal
-0.4
CPT0063330001
Normal
-0.4
CPT0082010001
Normal
-0.4
CPT0000790001
Normal
-0.4
CPT0014130001
Normal
-0.5
CPT0023350003
Tumor
-0.5
CPT0001270001
Normal
-0.5
CPT0092730003
Tumor
-0.5
CPT0025230003
Tumor
-0.5
CPT0006630003
Tumor
-0.7
CPT0084560003
Tumor
-0.9
CPT0069000003
Tumor
-1.4
CPT0086820003
Tumor
-1.6
CPT0007320003
Tumor
-1.8
CPT0065870003
Tumor
-2.1
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0078660003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0088550004
Tumor
N/A
CPT0001510001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0001340003
Tumor
N/A
CPT0079270003
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0078670001
Normal
N/A
CPT0014450004
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0075170001
Normal
N/A
CPT0079300001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0075130003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
