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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.
NFKBIE is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
51.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
45.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
24.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
21.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
20.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
20.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
16.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
16.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
15.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
15.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
13.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
13.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
12.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
11.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
10.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
10.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
10.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
9.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
9.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
8.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
8.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
8.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
8.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
7.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
7.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
6.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
6.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
6.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
6.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
6.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
6.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
6.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
6.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
6.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
5.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
5.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
5.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
5.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
5.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
5.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
5.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
4.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
4.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
4.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
4.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
4.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
4.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
4.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
3.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
3.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
3.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
3.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
3.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
3.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
2.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
2.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
2.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
2.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
2.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
2.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
2.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
1.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NFKBIE 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
28.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
141.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
104.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
96.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
88.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
75.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
71.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
67.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
67.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
65.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
64.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
64.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
63.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
62.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
62.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
61.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
60.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
60.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
59.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
59.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
57.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
57.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
57.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
57.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
57.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
57.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
56.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
55.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
54.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
53.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
53.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
53.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
53.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
52.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
52.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
51.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
51.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
51.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
50.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
49.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
49.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
48.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
48.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
48.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
48.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
48.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
47.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
47.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
47.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
47.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
47.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
46.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
45.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
45.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
45.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
45.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
45.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
45.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
45.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
44.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
44.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
43.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
43.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
42.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
42.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
42.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
42.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
41.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
41.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
41.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
41.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
41.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
41.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
41.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
41.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
41.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
40.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
40.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
40.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
40.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
39.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
39.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
39.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
39.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
39.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
39.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
39.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
39.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
39.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
38.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
38.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
38.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
38.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
38.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
38.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
38.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
38.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
37.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
37.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
37.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
37.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
37.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
37.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
37.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
37.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
37.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
37.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
36.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
36.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
36.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
36.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
36.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
36.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
36.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
36.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
36.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
36.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
36.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
36.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
36.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
36.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
36.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
36.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
36.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
35.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
35.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
35.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
35.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
35.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
35.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
35.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
35.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
34.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
34.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
34.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
34.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
34.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
34.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
34.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
34.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
34.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
34.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
34.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
33.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
33.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
33.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
33.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
33.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
33.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
33.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
33.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
33.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
33.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
33.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
32.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
32.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
32.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
32.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
32.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
32.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
32.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
32.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
32.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
32.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
32.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
32.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
32.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
32.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
32.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
32.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
31.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
31.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
31.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
31.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
31.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
31.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
31.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
31.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
31.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
31.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
31.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
31.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
31.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
31.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
31.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
31.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
31.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
31.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
30.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
30.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
30.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
30.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
30.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
30.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
30.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
30.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
30.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
30.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
30.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
30.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
30.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
30.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
30.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
30.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
29.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
29.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
29.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
29.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
29.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
29.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
29.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
29.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
29.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
29.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
29.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
29.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
29.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
29.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
29.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
29.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
28.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
28.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
28.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
28.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
28.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
28.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
28.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
28.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
28.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
28.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
28.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
28.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
28.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
28.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
28.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
28.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
28.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
28.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
28.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
28.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
27.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
27.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
27.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
27.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
27.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
27.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
27.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
27.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
27.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
27.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
27.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
26.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
26.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
26.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
26.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
26.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
26.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
26.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
26.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
26.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
26.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
26.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
26.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
26.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
26.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
26.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
26.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
26.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
26.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
26.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
25.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
25.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
25.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
25.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
25.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
25.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
25.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
25.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
25.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
25.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
25.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
25.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
25.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
25.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
25.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
25.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
25.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
25.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
25.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
24.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
24.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
24.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
24.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
24.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
24.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
24.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
24.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
24.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
24.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
24.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
24.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
24.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
24.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
24.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
24.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
24.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
24.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
24.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
24.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
24.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
24.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
24.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
24.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
24.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
23.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
23.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
23.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
23.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
23.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
23.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
23.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
23.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
23.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
23.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
23.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
23.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
23.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
23.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
23.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
23.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
23.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
23.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
22.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
22.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
22.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
22.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
22.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
22.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
22.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
22.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
22.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
22.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
22.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
22.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
22.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
22.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
22.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
21.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
21.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
21.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
21.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
21.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
21.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
21.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
21.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
21.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
21.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
21.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
21.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
21.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
21.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
20.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
20.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
20.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
20.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
20.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
20.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
20.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
20.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
20.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
20.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
20.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
20.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
20.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
20.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
20.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
20.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
20.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
20.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
20.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
19.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
19.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
19.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
19.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
19.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
19.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
19.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
19.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
19.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
19.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
19.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
19.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
19.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
18.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
18.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
18.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
18.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
18.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
18.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
18.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
18.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
18.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
18.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
18.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
18.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
18.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
17.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
17.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
17.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
17.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
17.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
17.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
17.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
17.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
17.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
17.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
17.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
17.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
17.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
17.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
17.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
17.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
16.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
16.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
16.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
16.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
16.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
16.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
16.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
16.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
16.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
16.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
16.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
16.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
16.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
15.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
15.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
15.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
15.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
15.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
15.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
15.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
15.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
15.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
15.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
15.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
15.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
15.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
14.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
14.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
14.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
14.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
14.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
14.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
14.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
14.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
14.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
14.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
14.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
14.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
14.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
14.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
14.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
14.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
14.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
14.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
14.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
13.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
13.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
13.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
13.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
13.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
13.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
13.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
13.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
13.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
13.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
12.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
12.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
12.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
12.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
12.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
12.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
12.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
12.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
11.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
11.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
11.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
11.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
11.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
11.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
11.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
11.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
10.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
10.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
10.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
9.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
8.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
8.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
8.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
8.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
7.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
7.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
7.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
7.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
7.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
7.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
6.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
5.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
5.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
4.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
4.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
3.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
3.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
3.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
3.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
2.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
2.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 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.
NFKBIE 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
25.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
75.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
65.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
55.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
53.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
48.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
40.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
39.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
39.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
38.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
38.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
38.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
38.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
36.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
36.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
36.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
36.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
33.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
33.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
33.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
33.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
33.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
33.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
32.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
32.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
31.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
31.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
31.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
30.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
30.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
29.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
29.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
29.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
28.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
28.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
28.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
28.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
27.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
27.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
27.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
27.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
26.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
26.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
25.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
25.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
25.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
25.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
25.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
24.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
24.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
24.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
24.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
24.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
23.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
23.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
23.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
22.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
22.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
22.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
22.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
22.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
22.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
22.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
21.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
21.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
21.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
21.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
21.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
21.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
20.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
20.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
20.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
20.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
19.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
18.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
18.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
18.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
17.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
17.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
17.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
15.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
15.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
14.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
14.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
14.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
14.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
14.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
13.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
13.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
13.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
13.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
12.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
11.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
11.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
11.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
11.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
10.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
9.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
6.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NFKBIE 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
24.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
146.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
107.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
70.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
68.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
63.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
61.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
60.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
58.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
55.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
55.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
52.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
52.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
51.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
50.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
50.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
49.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
46.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
45.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
45.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
45.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
45.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
44.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
44.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
43.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
43.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
43.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
42.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
41.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
41.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
40.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
40.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
39.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
38.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
38.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
37.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
37.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
37.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
37.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
37.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
37.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
37.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
35.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
35.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
35.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
35.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
34.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
34.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
33.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
33.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
33.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
33.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
32.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
32.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
32.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
32.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
32.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
31.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
31.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
31.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
31.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
30.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
30.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
30.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
30.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
30.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
30.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
30.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
30.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
30.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
30.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
29.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
29.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
29.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
29.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
29.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
29.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
28.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
27.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
27.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
27.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
27.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
27.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
26.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
26.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
26.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
26.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
26.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
26.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
26.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
26.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
26.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
26.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
26.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
26.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
26.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
26.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
25.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
25.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
25.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
25.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
25.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
25.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
24.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
24.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
24.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
24.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
24.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
24.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
24.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
24.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
24.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
23.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
23.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
23.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
23.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
23.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
23.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
23.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
23.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
23.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
23.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
22.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
22.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
22.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
22.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
22.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
22.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
22.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
22.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
22.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
22.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
21.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
21.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
21.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
21.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
21.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
21.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
21.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
21.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
21.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
21.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
21.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
20.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
20.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
20.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
20.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
20.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
20.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
20.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
20.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
20.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
20.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
20.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
20.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
20.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
19.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
19.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
19.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
19.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
19.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
19.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
19.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
19.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
19.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
19.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
19.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
19.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
19.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
19.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
19.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
19.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
19.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
18.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
18.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
18.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
18.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
18.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
18.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
18.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
18.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
18.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
18.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
18.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
17.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
17.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
17.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
17.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
17.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
17.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
17.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
16.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
16.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
16.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
16.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
16.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
16.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
16.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
16.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
15.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
15.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
15.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
15.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
15.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
15.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
15.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
15.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
15.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
15.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
14.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
14.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
14.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
14.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
14.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
14.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
14.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
14.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
14.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
13.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
13.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
13.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
13.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
13.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
13.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
13.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
13.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
13.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
13.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
13.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
12.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
12.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
12.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
12.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
12.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
12.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
12.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
12.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
12.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
12.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
12.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
11.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
11.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
11.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
11.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
11.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
11.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
11.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
10.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
10.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
10.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
10.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
10.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
9.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
9.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
9.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
9.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
9.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
9.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
9.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
9.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
9.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
9.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
9.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
8.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
8.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
8.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
7.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
7.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
7.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
7.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
6.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
6.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
6.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
6.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
6.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
4.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
3.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
2.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0017410003
Tumor
1.2
CPT0010110003
Tumor
1.1
CPT0025050003
Tumor
1.0
CPT0088550004
Tumor
1.0
CPT0084560003
Tumor
0.9
CPT0001540009
Tumor
0.9
CPT0088480003
Tumor
0.8
CPT0000640003
Tumor
0.8
CPT0007320003
Tumor
0.8
CPT0009060003
Tumor
0.8
CPT0012280003
Tumor
0.8
CPT0078990003
Tumor
0.8
CPT0065430003
Tumor
0.7
CPT0000870016
Tumor
0.7
CPT0077110003
Tumor
0.7
CPT0063630003
Tumor
0.6
CPT0092160003
Tumor
0.6
CPT0012180003
Tumor
0.6
CPT0025880003
Tumor
0.6
CPT0076330003
Tumor
0.6
CPT0085670003
Tumor
0.6
CPT0026410003
Tumor
0.6
CPT0001180009
Tumor
0.6
CPT0092190003
Normal
0.6
CPT0001260009
Tumor
0.6
CPT0079230003
Tumor
0.6
CPT0012370003
Tumor
0.5
CPT0017850003
Tumor
0.5
CPT0086950003
Tumor
0.5
CPT0065870003
Tumor
0.5
CPT0081600003
Tumor
0.5
CPT0078830003
Tumor
0.5
CPT0071150004
Tumor
0.5
CPT0079410003
Tumor
0.4
CPT0077320001
Normal
0.4
CPT0079270003
Tumor
0.4
CPT0088690003
Tumor
0.4
CPT0012670003
Tumor
0.4
CPT0001220008
Tumor
0.4
CPT0025110003
Tumor
0.4
CPT0012550003
Tumor
0.4
CPT0075720003
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0015910003
Tumor
0.4
CPT0086360003
Tumor
0.4
CPT0012080003
Tumor
0.4
CPT0092730003
Tumor
0.4
CPT0086870003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0014160003
Tumor
0.3
CPT0087040003
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0077490003
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0001270001
Normal
0.2
CPT0019990003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0002350011
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0023350003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0000780007
Tumor
0.2
CPT0088970003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0078800003
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0011240003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0078510003
Tumor
0.1
CPT0079180003
Tumor
0.1
CPT0025580004
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0001340003
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0088630003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0021240003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0066470004
Tumor
0.0
CPT0081880003
Tumor
0.0
CPT0089040001
Normal
0.0
CPT0025350003
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0015730003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0017450001
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0075170001
Normal
-0.1
CPT0065690003
Tumor
-0.1
CPT0076350001
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0079510001
Normal
-0.1
CPT0092790003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0006440003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0078530001
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0065810003
Tumor
-0.2
CPT0007860003
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0092310003
Normal
-0.2
CPT0013790003
Normal
-0.2
CPT0000890001
Normal
-0.2
CPT0006530001
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0064370003
Tumor
-0.2
CPT0012900004
Tumor
-0.2
CPT0088920001
Normal
-0.2
CPT0063330001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0025290003
Tumor
-0.3
CPT0002270011
Tumor
-0.3
CPT0001550001
Normal
-0.3
CPT0086030003
Tumor
-0.3
CPT0014130001
Normal
-0.3
CPT0012570003
Normal
-0.3
CPT0001230001
Normal
-0.3
CPT0065750003
Tumor
-0.3
CPT0092740003
Normal
-0.3
CPT0025610001
Normal
-0.3
CPT0024680001
Normal
-0.3
CPT0014350001
Normal
-0.3
CPT0001500009
Tumor
-0.3
CPT0025170003
Tumor
-0.3
CPT0023360001
Normal
-0.3
CPT0086830003
Normal
-0.4
CPT0064400001
Normal
-0.4
CPT0087050003
Normal
-0.4
CPT0077140001
Normal
-0.4
CPT0079430001
Normal
-0.4
CPT0088710001
Normal
-0.4
CPT0007870001
Normal
-0.4
CPT0077500001
Normal
-0.4
CPT0079000001
Normal
-0.4
CPT0020020001
Normal
-0.4
CPT0088500001
Normal
-0.4
CPT0078930003
Tumor
-0.4
CPT0078660003
Tumor
-0.4
CPT0089460004
Tumor
-0.4
CPT0002370001
Normal
-0.4
CPT0086370003
Normal
-0.4
CPT0009080003
Normal
-0.4
CPT0012090003
Normal
-0.5
CPT0078840001
Normal
-0.5
CPT0086890003
Normal
-0.5
CPT0006730001
Normal
-0.5
CPT0025920001
Normal
-0.5
CPT0012640003
Normal
-0.5
CPT0069010001
Normal
-0.5
CPT0007470001
Normal
-0.5
CPT0088780001
Normal
-0.6
CPT0023710001
Normal
-0.6
CPT0009020003
Normal
-0.6
CPT0078670001
Normal
-0.6
CPT0000790001
Normal
-0.6
CPT0001350001
Normal
-0.6
CPT0006950001
Normal
-0.6
CPT0065450001
Normal
-0.6
CPT0089480003
Normal
-0.6
CPT0078940001
Normal
-0.6
CPT0088640003
Normal
-0.6
CPT0012770003
Normal
-0.6
CPT0092800003
Normal
-0.6
CPT0081620001
Normal
-0.6
CPT0010170001
Normal
-0.6
CPT0026420001
Normal
-0.7
CPT0020130001
Normal
-0.7
CPT0082010001
Normal
-0.7
CPT0066430001
Normal
-0.7
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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.