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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.
CEBPZOS 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
22.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
79.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
65.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
56.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
54.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
53.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
38.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
37.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
36.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
36.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
33.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
30.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
28.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
27.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
27.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
26.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
26.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
25.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
25.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
25.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
22.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
22.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
22.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
21.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
21.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
21.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
20.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
20.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
20.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
20.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
19.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
19.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
19.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
18.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
18.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
18.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
18.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
17.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
17.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
17.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
16.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
16.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
16.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
16.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
15.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
15.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
15.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
15.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
14.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
14.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
14.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
13.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
13.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
13.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
13.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
12.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
11.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
11.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
11.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
11.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
10.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
9.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
7.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
7.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 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.
CEBPZOS is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
24.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
91.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
55.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
51.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
50.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
49.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
49.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
48.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
47.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
42.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
41.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
41.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
41.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
40.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
40.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
39.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
39.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
38.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
38.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
38.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
38.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
37.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
37.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
37.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
37.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
36.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
36.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
36.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
35.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
35.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
35.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
35.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
35.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
35.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
35.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
35.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
34.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
34.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
34.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
34.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
34.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
34.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
34.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
34.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
33.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
33.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
33.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
33.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
33.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
33.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
33.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
33.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
33.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
33.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
32.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
32.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
32.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
32.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
32.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
32.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
32.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
32.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
32.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
32.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
31.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
31.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
31.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
31.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
31.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
31.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
31.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
31.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
31.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
31.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
31.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
31.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
31.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
31.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
31.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
31.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
30.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
30.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
30.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
30.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
30.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
30.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
30.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
30.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
30.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
30.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
30.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
30.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
30.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
30.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
30.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
29.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
29.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
29.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
29.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
29.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
29.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
29.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
29.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
29.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
29.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
29.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
29.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
29.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
29.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
29.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
29.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
29.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
28.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
28.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
28.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
28.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
28.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
28.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
28.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
28.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
28.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
28.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
28.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
28.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
28.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
28.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
28.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
28.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
28.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
28.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
28.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
27.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
27.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
27.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
27.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
27.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
27.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
27.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
27.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
27.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
27.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
27.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
27.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
27.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
27.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
27.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
27.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
27.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
27.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
27.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
26.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
26.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
26.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
26.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
26.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
26.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
26.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
26.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
26.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
26.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
26.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
26.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
26.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
26.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
26.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
26.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
26.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
26.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
26.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
26.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
26.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
26.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
26.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
26.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
26.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
26.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
26.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
26.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
26.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
26.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
26.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
26.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
26.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
26.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
26.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
26.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
26.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
26.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
25.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
25.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
25.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
25.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
25.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
25.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
25.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
25.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
25.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
25.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
25.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
25.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
25.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
25.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
25.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
25.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
25.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
25.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
25.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
25.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
25.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
25.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
25.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
25.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
25.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
25.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
25.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
25.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
25.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
25.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
25.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
24.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
24.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
24.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
24.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
24.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
24.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
24.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
24.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
24.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
24.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
24.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
24.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
24.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
24.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
24.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
24.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
24.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
24.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
24.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
24.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
24.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
24.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
24.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
24.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
24.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
24.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
24.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
24.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
24.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
24.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
24.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
23.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
23.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
23.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
23.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
23.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
23.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
23.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
23.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
23.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
23.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
23.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
23.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
23.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
23.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
23.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
23.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
23.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
23.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
23.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
23.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
23.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
23.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
23.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
23.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
23.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
23.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
22.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
22.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
22.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
22.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
22.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
22.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
22.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
22.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
22.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
22.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
22.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
22.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
22.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
22.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
22.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
22.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
22.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
22.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
22.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
22.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
22.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
22.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
22.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
22.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
22.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
22.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
22.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
22.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
22.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
22.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
22.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
22.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
22.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
22.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
22.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
22.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
22.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
22.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
22.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
22.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
22.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
22.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
22.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
22.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
22.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
22.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
22.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
22.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
21.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
21.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
21.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
21.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
21.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
21.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
21.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
21.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
21.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
21.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
21.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
21.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
21.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
21.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
21.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
21.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
21.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
21.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
21.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
21.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
21.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
21.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
21.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
21.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
21.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
21.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
21.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
21.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
21.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
21.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
21.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
21.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
21.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
21.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
21.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
20.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
20.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
20.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
20.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
20.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
20.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
20.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
20.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
20.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
20.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
20.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
20.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
20.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
20.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
20.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
20.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
20.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
20.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
20.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
20.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
20.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
20.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
20.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
20.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
20.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
20.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
19.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
19.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
19.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
19.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
19.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
19.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
19.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
19.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
19.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
19.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
19.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
19.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
19.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
19.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
19.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
19.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
19.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
19.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
19.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
19.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
19.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
19.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
19.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
19.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
19.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
19.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
19.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
19.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
19.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
19.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
19.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
19.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
19.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
18.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
18.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
18.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
18.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
18.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
18.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
18.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
18.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
18.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
18.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
18.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
18.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
18.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
18.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
18.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
18.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
18.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
18.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
18.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
18.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
18.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
18.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
18.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
18.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
18.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
17.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
17.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
17.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
17.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
17.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
17.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
17.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
17.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
17.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
17.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
17.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
17.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
17.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
17.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
17.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
17.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
17.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
17.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
17.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
16.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
16.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
16.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
16.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
16.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
16.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
16.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
16.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
16.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
16.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
16.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
16.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
16.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
15.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
15.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
15.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
15.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
15.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
15.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
15.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
15.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
15.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
15.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
15.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
15.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
14.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
14.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
14.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
14.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
14.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
14.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
14.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
14.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
14.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
14.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
13.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
13.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
13.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
13.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
13.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
13.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
13.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
13.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
13.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
12.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
12.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
12.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
11.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
11.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
11.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
11.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
11.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
10.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
10.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
10.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
10.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
9.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
9.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 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.
CEBPZOS 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
29.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
53.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
52.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
52.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
45.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
42.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
42.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
41.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
41.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
41.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
40.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
40.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
39.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
39.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
39.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
38.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
37.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
36.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
35.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
35.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
35.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
35.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
35.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
34.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
33.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
33.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
33.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
32.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
32.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
32.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
32.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
32.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
32.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
31.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
31.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
31.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
30.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
30.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
30.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
30.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
30.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
30.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
30.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
29.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
29.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
29.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
29.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
28.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
28.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
28.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
28.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
28.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
27.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
27.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
27.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
27.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
27.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
27.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
27.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
27.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
27.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
27.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
27.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
26.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
26.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
25.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
25.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
25.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
25.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
24.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
24.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
24.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
24.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
24.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
24.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
23.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
23.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
23.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
23.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
23.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
23.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
23.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
22.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
22.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
22.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
22.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
22.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
21.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
21.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
20.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
19.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
19.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
18.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
18.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
18.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
18.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
17.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
17.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
16.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
16.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
CEBPZOS 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
32.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
125.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
119.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
109.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
94.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
93.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
93.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
86.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
85.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
79.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
76.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
75.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
74.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
69.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
69.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
68.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
67.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
67.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
67.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
65.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
65.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
64.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
60.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
60.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
59.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
58.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
57.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
56.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
55.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
54.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
53.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
53.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
53.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
53.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
52.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
52.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
52.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
51.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
51.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
51.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
51.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
50.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
50.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
49.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
48.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
47.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
47.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
46.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
45.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
45.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
44.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
44.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
44.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
43.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
43.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
42.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
42.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
41.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
41.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
40.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
40.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
39.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
39.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
39.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
39.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
39.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
39.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
38.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
38.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
38.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
38.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
37.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
36.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
36.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
35.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
35.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
35.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
35.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
34.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
34.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
34.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
34.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
34.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
33.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
33.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
33.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
33.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
33.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
33.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
32.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
32.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
32.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
32.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
32.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
32.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
32.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
32.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
32.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
31.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
31.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
31.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
31.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
31.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
31.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
31.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
31.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
31.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
30.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
30.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
30.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
30.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
30.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
30.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
30.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
30.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
30.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
30.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
30.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
30.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
30.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
30.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
30.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
30.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
30.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
29.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
29.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
29.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
29.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
29.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
29.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
29.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
29.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
29.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
29.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
29.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
28.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
28.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
28.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
28.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
28.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
28.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
28.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
28.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
28.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
28.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
27.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
27.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
27.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
27.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
27.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
27.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
27.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
27.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
27.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
27.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
27.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
27.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
27.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
27.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
26.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
26.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
26.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
26.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
26.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
26.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
26.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
26.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
26.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
25.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
25.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
25.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
25.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
25.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
25.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
25.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
25.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
25.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
25.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
24.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
24.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
24.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
24.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
24.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
24.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
24.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
24.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
24.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
24.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
24.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
24.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
24.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
24.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
24.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
23.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
23.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
23.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
22.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
22.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
22.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
22.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
22.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
22.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
22.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
22.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
22.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
22.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
21.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
21.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
21.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
21.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
21.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
21.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
21.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
20.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
20.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
20.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
20.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
20.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
20.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
20.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
20.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
20.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
19.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
19.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
19.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
19.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
19.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
19.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
19.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
19.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
18.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
18.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
18.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
18.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
18.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
18.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
18.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
18.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
17.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
17.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
17.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
17.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
17.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
17.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
17.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
17.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
17.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
17.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
16.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
16.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
16.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
16.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
16.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
16.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
16.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
16.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
16.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
16.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
16.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
15.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
15.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
15.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
15.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
15.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
15.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
15.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
14.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
14.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
14.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
14.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
14.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
13.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
13.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
13.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
12.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
12.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
12.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
12.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
11.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
11.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
10.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
10.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
8.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002270011
Tumor
1.4
CPT0078660003
Tumor
1.1
CPT0025060001
Normal
1.1
CPT0023350003
Tumor
1.0
CPT0092800003
Normal
0.8
CPT0069010001
Normal
0.7
CPT0020130001
Normal
0.7
CPT0086950003
Tumor
0.7
CPT0012570003
Normal
0.7
CPT0092310003
Normal
0.7
CPT0001500009
Tumor
0.6
CPT0088780001
Normal
0.6
CPT0012670003
Tumor
0.6
CPT0001350001
Normal
0.6
CPT0014450004
Tumor
0.6
CPT0010170001
Normal
0.6
CPT0007870001
Normal
0.6
CPT0079430001
Normal
0.5
CPT0088920001
Normal
0.5
CPT0012550003
Tumor
0.5
CPT0014470001
Normal
0.5
CPT0000790001
Normal
0.5
CPT0015730003
Tumor
0.5
CPT0006730001
Normal
0.5
CPT0012770003
Normal
0.5
CPT0065450001
Normal
0.5
CPT0063640001
Normal
0.5
CPT0086890003
Normal
0.5
CPT0025610001
Normal
0.5
CPT0012090003
Normal
0.5
CPT0092740003
Normal
0.4
CPT0066430001
Normal
0.4
CPT0078670001
Normal
0.4
CPT0001180009
Tumor
0.4
CPT0077140001
Normal
0.4
CPT0006950001
Normal
0.4
CPT0089040001
Normal
0.4
CPT0089480003
Normal
0.4
CPT0020020001
Normal
0.4
CPT0079410003
Tumor
0.4
CPT0014130001
Normal
0.4
CPT0064400001
Normal
0.4
CPT0024670003
Tumor
0.4
CPT0088640003
Normal
0.4
CPT0007470001
Normal
0.4
CPT0009080003
Normal
0.4
CPT0077500001
Normal
0.4
CPT0076350001
Normal
0.3
CPT0013790003
Normal
0.3
CPT0079000001
Normal
0.3
CPT0078840001
Normal
0.3
CPT0023710001
Normal
0.3
CPT0086830003
Normal
0.3
CPT0086970003
Normal
0.3
CPT0088710001
Normal
0.3
CPT0082010001
Normal
0.3
CPT0018250001
Normal
0.3
CPT0079300001
Normal
0.3
CPT0086370003
Normal
0.3
CPT0081620001
Normal
0.3
CPT0088970003
Tumor
0.3
CPT0081880003
Tumor
0.3
CPT0078940001
Normal
0.3
CPT0088500001
Normal
0.2
CPT0087050003
Normal
0.2
CPT0012290003
Normal
0.2
CPT0009060003
Tumor
0.2
CPT0063330001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0023360001
Normal
0.2
CPT0002370001
Normal
0.2
CPT0019160001
Normal
0.2
CPT0079180003
Tumor
0.2
CPT0012640003
Normal
0.2
CPT0026420001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0078530001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0014350001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0000660001
Normal
0.0
CPT0075170001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0069190001
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0009020003
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0078800003
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0001260009
Tumor
-0.1
CPT0086870003
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0088690003
Tumor
-0.1
CPT0077110003
Tumor
-0.1
CPT0069160003
Tumor
-0.1
CPT0064370003
Tumor
-0.2
CPT0081600003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0007320003
Tumor
-0.2
CPT0024680001
Normal
-0.2
CPT0002350011
Tumor
-0.2
CPT0012180003
Tumor
-0.2
CPT0001540009
Tumor
-0.2
CPT0078830003
Tumor
-0.2
CPT0088480003
Tumor
-0.3
CPT0014370004
Tumor
-0.3
CPT0075560003
Tumor
-0.3
CPT0088630003
Tumor
-0.3
CPT0026410003
Tumor
-0.3
CPT0085670003
Tumor
-0.3
CPT0010110003
Tumor
-0.3
CPT0078510003
Tumor
-0.3
CPT0000640003
Tumor
-0.3
CPT0012280003
Tumor
-0.3
CPT0092160003
Tumor
-0.3
CPT0015810003
Tumor
-0.4
CPT0001270001
Normal
-0.4
CPT0000870016
Tumor
-0.4
CPT0009000003
Tumor
-0.4
CPT0010160003
Tumor
-0.4
CPT0086360003
Tumor
-0.4
CPT0006440003
Tumor
-0.4
CPT0075720003
Tumor
-0.5
CPT0078990003
Tumor
-0.5
CPT0084590001
Normal
-0.5
CPT0014160003
Tumor
-0.5
CPT0012900004
Tumor
-0.6
CPT0075130003
Tumor
-0.6
CPT0017850003
Tumor
-0.6
CPT0092190003
Normal
-0.6
CPT0025050003
Tumor
-0.6
CPT0089460004
Tumor
-0.6
CPT0076330003
Tumor
-0.6
CPT0025110003
Tumor
-0.6
CPT0065430003
Tumor
-0.6
CPT0086030003
Tumor
-0.6
CPT0025880003
Tumor
-0.6
CPT0079270003
Tumor
-0.7
CPT0088900003
Tumor
-0.7
CPT0065750003
Tumor
-0.7
CPT0000780007
Tumor
-0.7
CPT0023690003
Tumor
-0.7
CPT0079480003
Tumor
-0.7
CPT0087040003
Tumor
-0.7
CPT0077320001
Normal
-0.8
CPT0077490003
Tumor
-0.8
CPT0089020003
Tumor
-0.8
CPT0086820003
Tumor
-0.8
CPT0021240003
Tumor
-0.8
CPT0001340003
Tumor
-0.8
CPT0084560003
Tumor
-0.8
CPT0007860003
Tumor
-0.8
CPT0065810003
Tumor
-0.8
CPT0077310003
Tumor
-0.8
CPT0092790003
Tumor
-0.8
CPT0079230003
Tumor
-0.8
CPT0017410003
Tumor
-0.8
CPT0088550004
Tumor
-0.9
CPT0025580004
Tumor
-0.9
CPT0012080003
Tumor
-0.9
CPT0025230003
Tumor
-0.9
CPT0065690003
Tumor
-0.9
CPT0066480003
Tumor
-0.9
CPT0025170003
Tumor
-0.9
CPT0078930003
Tumor
-1.0
CPT0019990003
Tumor
-1.0
CPT0011410003
Tumor
-1.0
CPT0081990003
Tumor
-1.0
CPT0063320003
Tumor
-1.0
CPT0065870003
Tumor
-1.1
CPT0011240003
Tumor
-1.1
CPT0079380003
Tumor
-1.2
CPT0006900003
Tumor
-1.3
CPT0012370003
Tumor
-1.3
CPT0015910003
Tumor
-1.3
CPT0006630003
Tumor
-1.3
CPT0088760003
Tumor
-1.4
CPT0025350003
Tumor
-1.4
CPT0025290003
Tumor
-1.4
CPT0092730003
Tumor
-1.6
CPT0001220008
Tumor
-1.6
CPT0066470004
Tumor
-1.7
CPT0071150004
Tumor
-1.7
CPT0065930003
Tumor
-1.8
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
