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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.
EHBP1L1 is potential prognostic, high expression is unfavorable 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
4.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
21.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
20.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
14.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
12.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
11.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
9.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
9.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
8.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
8.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
7.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
6.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
6.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
6.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
6.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
6.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
5.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
5.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
5.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
5.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
5.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
5.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
4.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
4.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
4.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
3.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
3.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
3.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
3.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
3.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
3.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
3.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
3.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
3.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
3.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
2.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
2.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
2.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
2.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
2.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
2.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
2.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
2.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
2.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
2.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
1.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
1.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
1.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
1.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
1.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
1.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
1.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
1.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
EHBP1L1 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
14.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
42.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
37.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
36.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
35.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
32.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
31.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
30.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
29.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
28.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
28.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
28.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
27.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
27.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
27.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
27.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
26.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
26.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
26.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
25.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
25.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
25.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
25.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
25.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
25.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
25.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
24.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
24.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
24.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
24.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
24.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
24.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
24.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
24.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
24.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
24.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
24.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
24.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
24.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
24.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
23.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
23.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
23.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
23.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
23.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
23.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
23.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
23.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
23.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
23.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
22.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
22.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
22.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
22.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
22.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
22.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
22.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
22.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
22.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
22.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
22.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
22.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
22.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
22.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
21.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
21.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
21.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
21.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
21.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
21.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
21.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
21.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
21.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
21.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
21.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
21.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
20.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
20.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
20.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
20.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
20.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
20.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
20.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
20.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
20.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
20.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
20.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
20.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
20.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
20.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
20.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
19.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
19.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
19.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
19.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
19.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
19.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
19.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
19.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
19.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
19.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
19.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
19.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
19.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
19.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
19.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
19.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
19.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
19.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
19.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
19.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
19.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
18.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
18.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
18.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
18.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
18.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
18.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
18.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
18.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
18.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
18.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
18.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
18.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
18.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
18.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
18.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
18.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
18.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
18.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
18.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
18.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
18.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
18.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
18.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
18.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
17.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
17.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
17.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
17.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
17.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
17.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
17.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
17.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
17.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
17.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
17.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
17.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
17.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
17.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
17.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
17.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
17.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
17.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
17.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
17.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
17.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
17.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
17.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
17.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
17.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
17.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
16.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
16.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
16.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
16.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
16.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
16.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
16.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
16.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
16.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
16.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
16.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
16.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
16.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
16.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
16.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
16.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
16.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
16.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
16.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
16.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
16.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
16.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
16.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
16.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
16.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
16.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
15.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
15.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
15.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
15.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
15.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
15.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
15.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
15.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
15.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
15.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
15.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
15.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
15.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
15.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
15.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
15.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
15.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
15.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
15.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
15.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
15.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
15.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
15.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
15.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
15.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
15.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
15.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
15.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
15.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
15.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
15.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
15.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
15.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
15.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
15.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
15.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
15.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
15.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
15.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
15.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
14.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
14.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
14.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
14.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
14.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
14.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
14.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
14.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
14.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
14.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
14.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
14.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
14.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
14.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
14.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
14.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
14.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
14.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
14.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
14.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
14.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
14.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
14.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
14.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
14.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
14.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
14.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
14.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
14.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
14.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
14.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
14.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
14.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
14.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
14.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
14.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
14.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
14.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
14.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
14.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
14.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
13.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
13.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
13.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
13.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
13.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
13.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
13.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
13.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
13.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
13.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
13.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 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-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
13.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
13.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
13.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
13.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
13.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
13.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
13.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
13.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
13.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
13.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
13.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
13.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
13.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
13.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
13.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
13.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
13.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
13.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
13.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
13.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
12.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
12.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
12.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
12.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
12.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
12.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
12.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
12.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
12.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
12.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
12.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
12.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
12.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
12.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
12.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
12.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
12.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
12.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
12.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
12.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
12.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
12.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
12.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
12.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
12.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
12.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
11.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
11.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
11.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
11.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
11.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
11.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
11.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
11.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
11.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
11.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
11.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
11.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
11.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
11.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
11.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
11.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
11.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
11.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
11.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
11.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
11.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
11.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
11.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
11.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
10.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
10.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
10.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
10.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
10.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
10.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
10.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
10.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
10.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
10.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
10.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
10.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
10.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
10.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
10.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
10.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
10.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
10.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
10.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
10.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
10.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
10.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
10.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
10.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
10.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
10.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
10.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
10.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
10.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
10.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
10.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
10.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
10.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
10.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
10.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
9.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
9.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
9.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
9.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
9.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
9.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
9.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
9.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
9.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
9.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
9.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
9.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
9.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
9.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
9.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
9.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
9.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
9.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
9.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
9.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
9.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
9.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
9.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
9.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
9.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
9.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
9.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
9.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
9.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
9.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
9.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
9.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
9.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
8.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
8.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
8.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
8.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
8.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
8.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
8.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
8.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
8.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
8.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
8.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
8.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
8.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
8.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
8.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
8.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
8.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
8.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
7.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
7.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
7.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
7.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
7.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
7.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
7.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
7.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
7.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
7.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
7.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
7.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
7.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
7.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
7.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
7.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
7.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
7.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
7.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
7.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
7.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
7.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
7.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
6.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
6.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
6.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
6.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
6.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
6.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
6.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
6.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
6.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
6.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
6.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
6.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
6.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
6.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
6.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
6.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
6.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
5.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
5.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
5.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
5.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
5.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
5.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
4.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
4.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
4.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
4.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
4.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
4.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
3.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
3.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
3.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
2.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
2.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
2.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
2.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
2.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
2.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
2.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
2.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
2.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
1.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
1.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
1.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
1.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
1.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
1.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
0.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
EHBP1L1 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
24.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
49.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
49.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
48.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
45.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
42.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
41.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
36.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
36.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
35.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
35.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
35.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
34.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
34.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
34.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
34.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
33.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
33.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
32.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
32.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
32.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
32.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
31.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
31.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
31.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
31.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
30.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
30.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
29.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
29.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
29.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
29.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
28.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
28.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
28.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
28.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
28.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
28.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
28.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
27.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
27.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
27.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
27.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
26.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
26.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
26.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
26.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
25.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
25.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
25.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
25.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
24.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
24.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
24.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
24.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
24.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
24.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
23.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
22.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
22.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
22.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
22.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
22.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
22.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
21.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
20.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
20.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
19.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
19.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
19.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
19.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
19.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
19.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
18.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
18.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
18.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
18.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
17.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
17.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
17.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
17.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
17.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
17.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
16.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
16.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
16.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
15.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
14.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
14.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
13.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
13.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
13.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
13.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
11.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
11.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
11.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
9.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
9.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
9.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EHBP1L1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
57.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
51.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
50.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
44.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
42.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
41.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
41.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
41.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
40.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
38.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
36.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
35.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
34.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
32.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
32.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
32.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
31.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
31.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
31.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
30.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
30.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
29.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
28.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
28.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
27.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
27.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
25.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
25.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
25.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
25.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
25.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
24.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
24.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
24.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
24.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
24.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
24.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
23.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
23.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
23.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
23.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
23.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
23.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
23.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
22.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
22.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
22.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
22.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
22.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
22.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
22.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
21.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
21.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
21.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
21.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
21.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
21.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
20.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
20.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
20.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
20.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
20.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
20.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
20.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
20.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
19.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
19.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
19.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
19.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
19.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
19.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
19.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
19.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
19.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
18.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
18.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
18.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
18.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
18.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
18.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
18.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
18.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
18.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
18.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
18.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
17.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
17.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
17.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
17.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
17.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
17.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
17.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
17.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
17.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
17.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
16.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
16.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
16.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
16.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
16.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
16.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
16.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
16.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
16.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
15.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
15.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
15.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
15.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
15.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
15.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
15.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
15.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
14.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
14.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
14.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
14.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
14.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
14.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
14.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
14.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
14.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
14.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
14.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
14.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
14.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
14.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
14.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
13.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
13.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
13.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
13.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
13.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
13.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
13.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
13.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
13.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
13.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
13.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
13.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
13.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
13.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
12.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
12.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
12.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
12.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
12.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
12.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
12.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
12.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
12.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
11.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
11.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
11.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
11.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
11.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
11.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
11.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
11.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
11.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
10.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
10.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
10.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
10.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
10.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
10.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
10.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
10.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
10.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
10.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
10.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
10.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
10.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
10.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
10.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
10.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
10.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
10.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
10.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
9.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
9.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
9.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
9.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
9.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
9.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
9.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
9.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
9.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
9.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
9.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
9.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
9.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
9.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
9.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
9.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
9.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
8.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
8.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
8.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
8.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
8.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
8.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
8.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
8.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
8.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
8.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
8.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
8.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
8.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
8.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
7.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
7.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
7.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
7.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
7.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
7.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
7.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
7.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
7.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
7.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
7.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
7.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
7.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
7.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
7.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
6.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
6.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
6.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
6.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
6.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
6.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
6.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
6.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
6.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
6.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
6.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
5.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
5.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
5.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
5.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
5.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
5.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
5.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
5.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
5.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
5.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
5.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
5.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
5.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
5.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
5.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
5.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
4.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
4.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
4.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
4.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
4.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
4.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
4.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
4.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
4.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
4.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
3.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
3.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
3.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
3.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
3.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
3.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
3.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
3.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
2.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
2.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
2.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
2.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
2.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
1.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
0.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
1.3
CPT0011240003
Tumor
1.0
CPT0075560003
Tumor
0.9
CPT0001260009
Tumor
0.9
CPT0017410003
Tumor
0.8
CPT0088630003
Tumor
0.8
CPT0078510003
Tumor
0.8
CPT0081880003
Tumor
0.8
CPT0066480003
Tumor
0.8
CPT0025050003
Tumor
0.8
CPT0092730003
Tumor
0.7
CPT0063630003
Tumor
0.7
CPT0025290003
Tumor
0.7
CPT0021240003
Tumor
0.7
CPT0015910003
Tumor
0.7
CPT0012180003
Tumor
0.6
CPT0078990003
Tumor
0.6
CPT0012280003
Tumor
0.6
CPT0065690003
Tumor
0.6
CPT0092290003
Tumor
0.6
CPT0081600003
Tumor
0.6
CPT0012080003
Tumor
0.6
CPT0012670003
Tumor
0.6
CPT0000640003
Tumor
0.6
CPT0014160003
Tumor
0.6
CPT0025880003
Tumor
0.6
CPT0092160003
Tumor
0.6
CPT0012370003
Tumor
0.5
CPT0077110003
Tumor
0.5
CPT0020120003
Tumor
0.5
CPT0023690003
Tumor
0.5
CPT0069160003
Tumor
0.5
CPT0064370003
Tumor
0.5
CPT0088900003
Tumor
0.5
CPT0075720003
Tumor
0.5
CPT0010110003
Tumor
0.5
CPT0069000003
Tumor
0.5
CPT0081990003
Tumor
0.5
CPT0086870003
Tumor
0.5
CPT0026410003
Tumor
0.4
CPT0079380003
Tumor
0.4
CPT0076330003
Tumor
0.4
CPT0006630003
Tumor
0.4
CPT0019990003
Tumor
0.4
CPT0001340003
Tumor
0.4
CPT0065930003
Tumor
0.4
CPT0006900003
Tumor
0.4
CPT0084560003
Tumor
0.4
CPT0077490003
Tumor
0.4
CPT0086030003
Tumor
0.4
CPT0088760003
Tumor
0.4
CPT0092790003
Tumor
0.4
CPT0079410003
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0009060003
Tumor
0.4
CPT0065750003
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0014370004
Tumor
0.4
CPT0089460004
Tumor
0.4
CPT0025170003
Tumor
0.4
CPT0023350003
Tumor
0.4
CPT0086360003
Tumor
0.4
CPT0086950003
Tumor
0.4
CPT0017850003
Tumor
0.4
CPT0001540009
Tumor
0.3
CPT0065870003
Tumor
0.3
CPT0065810003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0025350003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0087040003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0079270003
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0089020003
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0078830003
Tumor
0.3
CPT0001180009
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0002350011
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0015730003
Tumor
0.2
CPT0012550003
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0079510001
Normal
0.2
CPT0010120001
Normal
0.2
CPT0014450004
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0078800003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0092190003
Normal
0.1
CPT0001500009
Tumor
0.0
CPT0077320001
Normal
0.0
CPT0075170001
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0084590001
Normal
-0.1
CPT0078530001
Normal
-0.1
CPT0011410003
Tumor
-0.2
CPT0086970003
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0024680001
Normal
-0.2
CPT0088570001
Normal
-0.3
CPT0000890001
Normal
-0.3
CPT0086830003
Normal
-0.3
CPT0019160001
Normal
-0.3
CPT0014470001
Normal
-0.3
CPT0063640001
Normal
-0.3
CPT0007470001
Normal
-0.3
CPT0012920003
Normal
-0.4
CPT0012290003
Normal
-0.4
CPT0001550001
Normal
-0.4
CPT0018250001
Normal
-0.4
CPT0002270011
Tumor
-0.4
CPT0079300001
Normal
-0.4
CPT0009020003
Normal
-0.4
CPT0013790003
Normal
-0.4
CPT0065820001
Normal
-0.4
CPT0000660001
Normal
-0.4
CPT0066520001
Normal
-0.4
CPT0017450001
Normal
-0.4
CPT0088710001
Normal
-0.4
CPT0012090003
Normal
-0.4
CPT0069010001
Normal
-0.4
CPT0006530001
Normal
-0.4
CPT0001190001
Normal
-0.4
CPT0020130001
Normal
-0.5
CPT0081620001
Normal
-0.5
CPT0006950001
Normal
-0.5
CPT0063330001
Normal
-0.5
CPT0012640003
Normal
-0.5
CPT0023360001
Normal
-0.5
CPT0088500001
Normal
-0.5
CPT0001510001
Normal
-0.5
CPT0020020001
Normal
-0.5
CPT0025610001
Normal
-0.5
CPT0089040001
Normal
-0.5
CPT0088970003
Tumor
-0.5
CPT0078660003
Tumor
-0.5
CPT0012570003
Normal
-0.5
CPT0079430001
Normal
-0.5
CPT0078940001
Normal
-0.5
CPT0064400001
Normal
-0.6
CPT0014130001
Normal
-0.6
CPT0086890003
Normal
-0.6
CPT0088920001
Normal
-0.6
CPT0025060001
Normal
-0.6
CPT0092800003
Normal
-0.6
CPT0087050003
Normal
-0.6
CPT0078670001
Normal
-0.6
CPT0086370003
Normal
-0.6
CPT0076350001
Normal
-0.6
CPT0026420001
Normal
-0.6
CPT0088640003
Normal
-0.6
CPT0082010001
Normal
-0.6
CPT0088780001
Normal
-0.6
CPT0001230001
Normal
-0.6
CPT0077500001
Normal
-0.7
CPT0025920001
Normal
-0.7
CPT0023710001
Normal
-0.7
CPT0010170001
Normal
-0.7
CPT0014350001
Normal
-0.7
CPT0077140001
Normal
-0.7
CPT0012770003
Normal
-0.7
CPT0078840001
Normal
-0.7
CPT0009080003
Normal
-0.7
CPT0079000001
Normal
-0.7
CPT0066430001
Normal
-0.7
CPT0065450001
Normal
-0.7
CPT0000790001
Normal
-0.7
CPT0007870001
Normal
-0.7
CPT0089480003
Normal
-0.7
CPT0092310003
Normal
-0.7
CPT0079180003
Tumor
-0.8
CPT0001350001
Normal
-0.8
CPT0006730001
Normal
-0.9
CPT0092740003
Normal
-1.0
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
