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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.
MYCBP2 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
8.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
21.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
19.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
17.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
16.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
15.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
13.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
13.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
12.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
12.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
12.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
12.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
12.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
12.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
12.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
11.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
11.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
11.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
11.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
11.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
10.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
10.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
10.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
10.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
10.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
10.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
10.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
9.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
9.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
9.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
8.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
8.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
8.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
7.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
7.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
7.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
7.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
7.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
7.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
7.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
6.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
6.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
6.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
6.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
6.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
6.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
6.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
5.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
5.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
5.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
5.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
5.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
4.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
4.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
4.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
4.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
4.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
4.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
3.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
3.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
3.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
3.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
3.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MYCBP2 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
49.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
45.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
29.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
29.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
28.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
27.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
26.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
26.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
26.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
26.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
25.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
25.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
24.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
24.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
24.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
24.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
24.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
24.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
24.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
24.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
24.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
24.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
24.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
23.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
23.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
23.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
23.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
23.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
23.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
23.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
23.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
23.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
23.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
23.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
23.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
23.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
23.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
22.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
22.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
22.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
22.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
22.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
22.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
22.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
22.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
21.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
21.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
21.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
21.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
21.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
21.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
21.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
21.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
21.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
21.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
21.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
21.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
21.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
21.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
21.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
21.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
21.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
21.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
20.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
20.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
20.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
20.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
20.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
20.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
20.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
20.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
20.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
20.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
20.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
20.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
20.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
20.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
20.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
20.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
20.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
20.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
19.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
19.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
19.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
19.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
19.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
19.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
19.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
19.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
19.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
19.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
19.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
19.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
19.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
19.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
19.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
19.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
19.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
19.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
19.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
19.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
19.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
19.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
19.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
19.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
19.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
19.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
19.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
19.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
19.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
19.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
19.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
19.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
19.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
19.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
19.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
19.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
19.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
18.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
18.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
18.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
18.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
18.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
18.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
18.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
18.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
18.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
18.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
18.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
18.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
18.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
18.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
18.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
18.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
18.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
18.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
18.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
18.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
18.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
18.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
18.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
18.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
18.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
18.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
18.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
18.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
18.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
18.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
18.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
18.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
18.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
18.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
18.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
17.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
17.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
17.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
17.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
17.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
17.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
17.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
17.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
17.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
17.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
17.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
17.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
17.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
17.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
17.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
17.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
17.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
17.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
17.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
17.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
17.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
17.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
17.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
17.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
17.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
17.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
17.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
17.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
17.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
17.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
17.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
17.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
17.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
16.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
16.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
16.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
16.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
16.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
16.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
16.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
16.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
16.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
16.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
16.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
16.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
16.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
16.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
16.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
16.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
16.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
16.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
16.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
16.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
16.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
16.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
16.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
16.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
16.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
16.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
16.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
16.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
16.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
16.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
16.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
16.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
16.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
15.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
15.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
15.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
15.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
15.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
15.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
15.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
15.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
15.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
15.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
15.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
15.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
15.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
15.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
15.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
15.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
15.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
15.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
15.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
15.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
15.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
15.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
15.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
15.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
15.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
15.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
15.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
15.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
15.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
15.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
15.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
15.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
15.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
15.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
15.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
15.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
15.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
15.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
15.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
15.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
15.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
14.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
14.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
14.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
14.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
14.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
14.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
14.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
14.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
14.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
14.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
14.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
14.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
14.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
14.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
14.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
14.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
14.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
14.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
14.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
14.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
14.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
14.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
14.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
14.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
14.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
14.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
14.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
14.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
14.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
14.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
14.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
14.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
14.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
14.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
14.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
14.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
14.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
14.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
14.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
14.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
14.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
14.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
13.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
13.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
13.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
13.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
13.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
13.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
13.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
13.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
13.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
13.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
13.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
13.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
13.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
13.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
13.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
13.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
13.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
13.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
13.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
13.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
13.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
13.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
13.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
13.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
13.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
13.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
13.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
13.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
13.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
13.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
13.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
13.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
13.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
13.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
13.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
13.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
13.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
13.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
13.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
13.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
13.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
13.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
13.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
12.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
12.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
12.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
12.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
12.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
12.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
12.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
12.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
12.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
12.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
12.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
12.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
12.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
12.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
12.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
12.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
12.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
12.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
12.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
12.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
12.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
12.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
12.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
12.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
12.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
11.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
11.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
11.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
11.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
11.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
11.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
11.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
11.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
11.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
11.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
11.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
11.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
11.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
11.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
11.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
11.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
11.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
11.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
11.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
11.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
11.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
11.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
11.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
11.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
11.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
11.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
11.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
11.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
11.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
11.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
11.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
11.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
11.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
11.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
11.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
11.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
11.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
11.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
11.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
10.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
10.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
10.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
10.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
10.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
10.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
10.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
10.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
10.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
10.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
10.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
10.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
10.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
10.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
10.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
10.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
10.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
10.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
10.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
10.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
10.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
10.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
10.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
10.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
10.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
10.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
10.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
10.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
9.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
9.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
9.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
9.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
9.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
9.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
9.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
9.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
9.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
9.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
9.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
9.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
9.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
9.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
9.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
9.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
9.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
9.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
8.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
8.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
8.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
8.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
8.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
8.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
8.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
8.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
8.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
8.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
8.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
8.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
8.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
8.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
8.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
8.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
8.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
8.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
8.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
8.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
8.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
7.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
7.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
7.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
7.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
7.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
7.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
7.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
6.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
6.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
6.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
6.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
6.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
6.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
6.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
6.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
6.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
6.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
6.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
6.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
6.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
5.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
5.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
5.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
5.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
5.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
5.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
5.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
5.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
5.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
5.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
4.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
4.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
3.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
3.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
3.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2.2
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.
MYCBP2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
42.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
31.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
30.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
29.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
27.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
26.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
24.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
24.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
24.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
23.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
23.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
23.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
22.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
22.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
22.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
22.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
21.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
21.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
21.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
21.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
21.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
21.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
21.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
20.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
20.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
19.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
19.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
19.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
19.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
19.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
19.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
19.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
19.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
18.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
18.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
18.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
18.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
18.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
17.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
17.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
17.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
17.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
17.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
17.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
17.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
17.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
17.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
16.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
16.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
16.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
16.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
16.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
16.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
16.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
16.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
15.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
15.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
15.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
15.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
15.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
15.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
15.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
15.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
15.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
14.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
14.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
14.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
14.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
14.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
14.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
14.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
13.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
13.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
13.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
13.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
13.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
13.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
12.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
12.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
12.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
12.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
12.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
12.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
11.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
11.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
10.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
10.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
10.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
9.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
9.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
9.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
8.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
8.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
8.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
8.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
7.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 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.
MYCBP2 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
15.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
65.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
64.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
58.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
39.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
38.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
37.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
32.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
31.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
30.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
30.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
29.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
28.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
27.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
26.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
26.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
26.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
26.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
26.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
25.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
25.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
24.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
24.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
24.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
24.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
23.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
23.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
23.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
23.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
23.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
23.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
23.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
22.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
22.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
22.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
22.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
21.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
21.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
21.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
21.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
21.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
21.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
21.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
20.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
20.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
20.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
20.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
20.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
20.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
20.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
20.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
19.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
19.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
19.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
19.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
19.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
19.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
19.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
19.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
19.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
19.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
19.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
19.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
19.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
19.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
18.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
18.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
18.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
18.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
18.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
18.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
18.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
18.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
18.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
18.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
18.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
18.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
18.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
18.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
18.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
18.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
18.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
18.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
18.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
18.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
17.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
17.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
17.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
17.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
17.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
17.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
17.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
17.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
17.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
17.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
17.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
17.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
16.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
16.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
16.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
16.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
16.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
16.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
16.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
16.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
16.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
16.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
16.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
16.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
16.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
16.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
16.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
16.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
16.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
16.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
16.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
16.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
16.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
16.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
16.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
16.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
16.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
15.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
15.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
15.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
15.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
15.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
15.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
15.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
15.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
15.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
15.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
15.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
15.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
15.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
15.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
15.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
15.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
15.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
15.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
15.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
14.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
14.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
14.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
14.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
14.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
14.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
14.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
14.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
14.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
14.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
14.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
14.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
14.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
14.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
13.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
13.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
13.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
13.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
13.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
13.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
13.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
13.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
13.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
13.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
13.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
13.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
13.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
13.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
13.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
13.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
13.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
13.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
13.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
13.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
13.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
13.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
13.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
12.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
12.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
12.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
12.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
12.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
12.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
12.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
12.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
12.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
12.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
12.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
12.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
12.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
12.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
12.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
11.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
11.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
11.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
11.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
11.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
11.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
11.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
11.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
11.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
11.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
11.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
11.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
11.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
11.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
11.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
11.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
11.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
11.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
10.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
10.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
10.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
10.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
10.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
10.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
10.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
10.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
10.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
10.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
10.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
10.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
10.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
10.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
10.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
9.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
9.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
9.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
9.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
9.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
9.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
9.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
9.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
9.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
9.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
9.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
9.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
9.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
9.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
8.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
8.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
8.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
8.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
8.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
8.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
8.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
8.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
8.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
8.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
8.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
7.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
7.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
7.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
7.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
7.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
7.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
6.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
6.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
6.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
6.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
6.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
6.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
6.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
6.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
6.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
5.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
5.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
5.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
5.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
4.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
4.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
4.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
2.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
2.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
2.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
2.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
1.4
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
1.0
CPT0088550004
Tumor
0.7
CPT0012180003
Tumor
0.6
CPT0014450004
Tumor
0.6
CPT0088970003
Tumor
0.5
CPT0009060003
Tumor
0.4
CPT0088630003
Tumor
0.4
CPT0010110003
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0079510001
Normal
0.3
CPT0078660003
Tumor
0.3
CPT0012280003
Tumor
0.3
CPT0069000003
Tumor
0.3
CPT0078990003
Tumor
0.3
CPT0078800003
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0017850003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0001180009
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0007320003
Tumor
0.2
CPT0092160003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0025880003
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0075560003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0014370004
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0066480003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0009020003
Normal
0.2
CPT0075720003
Tumor
0.2
CPT0065870003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0069160003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0076330003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0084590001
Normal
0.1
CPT0001500009
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0078830003
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0077490003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0086950003
Tumor
0.1
CPT0079300001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0012640003
Normal
0.1
CPT0077110003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0086830003
Normal
0.1
CPT0001550001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0010120001
Normal
0.1
CPT0002270011
Tumor
0.1
CPT0081880003
Tumor
0.1
CPT0000640003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0075130003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0079410003
Tumor
0.1
CPT0013790003
Normal
0.1
CPT0025350003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0086970003
Normal
0.1
CPT0088500001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0092790003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0000870016
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0007860003
Tumor
0.0
CPT0078530001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0014160003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0012570003
Normal
0.0
CPT0010160003
Tumor
0.0
CPT0024670003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0063630003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0002350011
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0009000003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0089040001
Normal
0.0
CPT0015730003
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0006440003
Tumor
0.0
CPT0088920001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0017450001
Normal
0.0
CPT0071150004
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0026420001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0066470004
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0001340003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0006630003
Tumor
-0.1
CPT0014130001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0079270003
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0021240003
Tumor
-0.1
CPT0020020001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0078670001
Normal
-0.1
CPT0019990003
Tumor
-0.1
CPT0017410003
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0006730001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0086820003
Tumor
-0.2
CPT0092740003
Normal
-0.2
CPT0078930003
Tumor
-0.2
CPT0012550003
Tumor
-0.2
CPT0088780001
Normal
-0.2
CPT0084560003
Tumor
-0.2
CPT0012900004
Tumor
-0.2
CPT0088690003
Tumor
-0.3
CPT0089460004
Tumor
-0.3
CPT0024680001
Normal
-0.4
CPT0065930003
Tumor
-0.5
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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.