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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.
BFAR is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
31.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
65.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
61.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
58.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
57.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
53.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
52.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
51.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
46.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
43.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
41.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
41.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
41.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
41.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
39.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
39.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
37.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
37.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
36.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
36.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
35.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
35.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
34.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
34.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
34.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
34.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
33.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
33.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
31.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
30.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
30.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
29.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
29.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
29.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
28.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
28.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
28.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
27.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
27.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
27.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
26.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
26.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
25.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
25.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
25.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
24.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
24.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
21.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
21.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
21.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
21.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
20.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
20.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
18.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
18.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
17.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
17.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
17.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
17.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
15.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
14.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
14.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
12.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
8.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 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.
BFAR is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
30.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
87.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
72.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
69.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
66.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
66.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
65.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
59.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
56.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
55.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
54.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
54.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
53.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
52.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
51.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
51.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
50.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
49.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
49.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
49.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
49.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
48.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
47.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
46.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
45.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
45.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
45.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
45.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
45.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
45.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
44.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
44.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
44.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
44.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
44.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
43.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
43.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
43.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
43.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
43.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
43.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
43.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
43.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
43.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
43.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
42.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
42.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
42.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
42.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
42.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
42.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
42.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
42.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
41.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
41.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
41.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
41.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
41.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
41.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
41.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
40.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
40.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
40.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
40.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
40.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
40.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
40.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
40.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
40.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
40.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
40.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
40.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
40.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
40.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
40.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
39.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
39.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
39.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
39.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
39.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
39.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
38.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
38.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
38.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
38.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
38.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
38.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
38.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
38.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
38.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
38.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
38.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
38.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
38.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
38.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
38.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
38.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
38.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
38.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
38.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
37.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
37.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
37.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
37.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
37.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
37.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
37.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
37.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
37.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
37.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
37.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
37.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
37.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
37.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
37.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
37.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
37.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
37.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
37.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
37.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
37.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
37.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
37.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
37.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
37.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
36.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
36.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
36.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
36.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
36.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
36.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
36.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
36.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
36.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
36.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
36.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
36.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
36.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
36.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
36.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
35.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
35.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
35.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
35.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
35.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
35.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
35.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
35.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
35.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
35.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
35.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
35.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
35.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
35.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
35.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
35.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
35.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
35.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
35.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
35.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
35.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
35.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
35.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
35.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
34.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
34.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
34.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
34.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
34.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
34.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
34.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
34.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
34.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
34.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
34.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
34.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
34.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
34.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
34.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
34.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
34.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
34.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
34.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
34.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
34.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
34.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
34.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
34.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
34.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
34.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
34.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
33.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
33.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
33.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
33.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
33.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
33.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
33.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
33.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
33.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
33.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
33.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
33.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
33.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
33.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
33.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
33.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
33.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
33.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
33.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
33.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
33.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
33.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
33.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
33.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
33.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
33.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
32.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
32.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
32.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
32.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
32.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
32.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
32.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
32.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
32.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
32.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
32.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
32.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
32.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
32.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
32.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
32.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
32.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
32.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
32.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
32.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
32.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
32.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
32.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
32.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
31.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
31.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
31.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
31.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
31.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
31.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
31.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
31.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
31.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
31.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
31.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
31.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
31.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
31.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
31.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
31.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
31.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
31.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
31.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
31.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
31.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
31.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
31.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
30.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
30.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
30.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
30.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
30.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
30.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
30.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
30.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
30.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
30.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
30.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
30.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
30.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
30.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
30.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
30.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
30.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
30.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
30.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
30.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
30.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
30.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
30.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
30.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
30.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
30.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
30.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
29.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
29.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
29.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
29.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
29.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
29.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
29.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
29.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
29.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
29.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
29.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
29.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
29.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
29.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
29.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
29.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
29.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
29.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
29.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
29.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
28.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
28.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
28.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
28.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
28.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
28.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
28.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
28.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
28.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
28.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
28.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
28.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
28.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
28.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
28.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
28.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
28.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
28.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
28.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
28.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
28.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
28.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
28.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
27.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
27.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
27.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
27.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
27.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
27.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
27.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
27.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
27.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
27.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
27.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
27.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
27.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
27.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
27.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
27.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
27.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
27.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
26.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
26.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
26.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
26.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
26.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
26.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
26.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
26.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
26.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
26.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
26.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
26.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
26.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
26.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
25.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
25.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
25.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
25.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
25.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
25.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
25.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
25.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
25.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
25.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
25.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
25.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
25.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
25.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
25.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
25.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
25.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
25.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
25.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
25.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
25.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
25.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
25.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
24.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
24.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
24.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
24.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
24.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
24.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
24.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
24.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
24.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
24.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
24.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
24.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
24.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
24.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
24.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
24.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
24.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
24.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
24.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
24.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
24.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
23.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
23.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
23.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
23.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
23.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
23.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
23.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
23.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
22.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
22.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
22.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
22.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
22.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
22.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
22.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
22.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
22.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
22.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
22.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
22.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
21.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
21.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
21.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
21.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
21.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
21.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
21.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
21.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
21.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
21.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
21.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
21.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
20.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
20.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
20.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
20.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
20.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
20.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
20.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
20.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
20.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
19.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
19.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
19.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
19.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
19.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
19.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
19.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
19.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
19.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
19.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
19.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
19.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
18.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
18.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
18.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
18.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
18.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
18.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
18.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
18.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
17.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
17.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
17.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
17.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
17.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
17.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
17.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
17.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
16.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
16.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
16.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
16.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
16.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
16.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
16.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
16.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
16.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
16.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
15.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
15.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
15.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
15.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
15.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
15.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
15.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
15.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
15.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
14.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
14.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
14.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
14.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
14.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
13.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
13.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
13.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
13.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
13.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
12.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
12.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
12.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
12.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
12.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
11.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
11.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
10.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
10.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
10.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
9.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
9.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
8.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 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.
BFAR 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
36.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
76.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
67.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
67.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
64.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
63.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
60.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
56.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
55.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
54.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
50.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
50.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
49.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
49.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
48.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
48.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
47.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
47.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
46.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
45.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
45.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
43.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
43.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
43.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
42.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
42.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
40.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
40.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
40.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
40.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
40.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
40.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
39.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
39.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
38.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
38.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
38.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
38.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
38.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
38.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
37.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
37.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
37.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
37.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
37.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
36.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
36.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
36.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
35.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
35.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
34.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
34.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
34.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
34.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
33.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
33.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
33.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
33.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
32.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
32.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
32.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
32.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
31.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
31.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
31.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
31.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
31.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
31.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
31.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
31.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
31.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
31.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
31.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
31.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
31.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
30.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
30.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
29.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
29.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
28.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
28.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
28.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
28.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
28.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
27.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
27.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
27.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
27.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
27.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
27.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
27.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
24.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
22.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
21.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
21.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
21.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
20.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
18.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
17.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
15.7
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.
BFAR is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
31.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
108.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
77.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
76.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
71.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
69.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
66.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
65.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
65.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
64.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
62.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
61.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
60.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
60.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
59.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
59.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
56.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
56.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
56.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
56.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
55.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
54.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
54.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
54.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
53.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
53.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
53.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
52.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
51.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
51.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
50.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
50.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
49.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
49.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
48.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
47.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
46.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
45.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
45.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
45.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
45.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
45.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
44.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
44.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
44.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
43.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
43.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
43.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
43.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
43.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
43.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
42.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
42.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
42.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
42.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
42.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
42.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
41.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
41.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
41.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
41.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
41.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
41.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
41.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
40.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
40.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
40.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
39.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
39.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
39.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
39.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
39.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
39.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
38.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
38.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
38.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
38.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
37.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
37.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
37.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
37.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
36.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
36.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
36.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
36.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
36.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
35.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
35.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
35.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
35.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
35.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
35.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
35.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
35.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
34.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
34.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
34.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
34.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
34.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
34.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
33.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
33.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
33.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
33.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
33.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
33.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
33.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
32.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
32.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
32.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
32.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
32.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
32.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
32.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
32.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
32.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
32.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
32.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
31.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
31.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
31.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
31.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
31.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
31.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
31.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
31.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
31.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
31.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
30.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
30.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
30.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
30.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
30.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
30.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
30.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
30.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
30.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
30.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
30.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
30.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
30.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
29.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
29.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
29.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
29.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
29.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
29.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
29.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
29.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
28.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
28.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
28.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
28.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
28.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
28.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
28.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
28.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
28.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
28.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
27.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
27.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
27.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
27.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
27.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
27.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
27.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
27.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
27.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
26.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
26.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
26.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
26.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
26.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
26.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
26.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
26.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
26.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
26.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
26.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
26.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
26.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
25.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
25.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
25.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
25.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
25.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
25.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
25.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
25.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
25.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
25.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
25.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
25.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
24.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
24.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
24.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
24.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
24.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
23.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
23.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
23.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
22.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
22.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
22.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
22.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
22.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
22.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
22.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
22.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
22.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
22.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
22.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
21.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
21.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
21.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
21.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
21.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
21.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
21.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
21.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
21.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
20.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
20.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
20.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
20.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
20.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
20.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
20.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
20.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
20.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
20.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
19.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
19.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
19.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
19.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
19.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
19.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
19.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
19.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
19.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
18.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
18.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
18.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
18.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
18.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
18.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
17.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
17.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
17.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
17.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
17.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
17.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
17.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
16.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
16.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
16.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
16.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
16.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
16.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
16.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
15.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
15.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
15.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
15.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
15.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
15.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
14.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
14.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
14.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
14.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
14.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
14.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
13.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
13.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
13.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
13.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
12.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
11.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
11.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
10.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
7.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
7.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
7.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078800003
Tumor
1.2
CPT0076330003
Tumor
0.9
CPT0079180003
Tumor
0.8
CPT0012180003
Tumor
0.7
CPT0011410003
Tumor
0.7
CPT0086820003
Tumor
0.6
CPT0092730003
Tumor
0.5
CPT0001260009
Tumor
0.5
CPT0001270001
Normal
0.5
CPT0012090003
Normal
0.5
CPT0012080003
Tumor
0.4
CPT0077110003
Tumor
0.4
CPT0088640003
Normal
0.4
CPT0007870001
Normal
0.4
CPT0076350001
Normal
0.4
CPT0081880003
Tumor
0.3
CPT0086890003
Normal
0.3
CPT0018250001
Normal
0.3
CPT0012550003
Tumor
0.3
CPT0006630003
Tumor
0.3
CPT0017850003
Tumor
0.3
CPT0001190001
Normal
0.2
CPT0001180009
Tumor
0.2
CPT0089480003
Normal
0.2
CPT0078940001
Normal
0.2
CPT0012290003
Normal
0.2
CPT0012280003
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0012570003
Normal
0.1
CPT0079230003
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0077140001
Normal
0.1
CPT0015810003
Tumor
0.1
CPT0025920001
Normal
0.1
CPT0013790003
Normal
0.0
CPT0024680001
Normal
0.0
CPT0012770003
Normal
0.0
CPT0069010001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0025350003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0000640003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0024670003
Tumor
-0.1
CPT0084560003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0025880003
Tumor
-0.1
CPT0012370003
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0069160003
Tumor
-0.1
CPT0079380003
Tumor
-0.2
CPT0085670003
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0063320003
Tumor
-0.2
CPT0075720003
Tumor
-0.2
CPT0069000003
Tumor
-0.2
CPT0025110003
Tumor
-0.2
CPT0065870003
Tumor
-0.3
CPT0006730001
Normal
-0.3
CPT0007320003
Tumor
-0.3
CPT0086830003
Normal
-0.3
CPT0084590001
Normal
-0.3
CPT0011240003
Tumor
-0.4
CPT0088630003
Tumor
-0.4
CPT0065690003
Tumor
-0.4
CPT0086870003
Tumor
-0.4
CPT0012670003
Tumor
-0.5
CPT0025290003
Tumor
-0.5
CPT0012640003
Normal
-0.6
CPT0092740003
Normal
-0.6
CPT0082010001
Normal
-0.8
CPT0065750003
Tumor
-0.8
CPT0007860003
Tumor
-0.9
CPT0069190001
Normal
-0.9
CPT0086030003
Tumor
-1.1
CPT0081990003
Tumor
-1.2
CPT0015730003
Tumor
-1.4
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0078660003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0087040003
Tumor
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0025050003
Tumor
N/A
CPT0089040001
Normal
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088500001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0001340003
Tumor
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0078670001
Normal
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0075170001
Normal
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
