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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.
NELFE 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
23.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
74.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
60.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
56.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
50.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
39.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
37.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
36.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
35.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
35.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
32.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
30.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
29.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
29.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
28.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
28.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
28.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
26.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
25.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
25.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
25.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
24.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
24.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
23.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
23.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
23.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
22.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
21.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
21.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
21.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
21.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
20.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
20.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
20.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
20.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
20.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
19.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
19.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
19.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
19.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
19.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
18.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
18.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
18.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
18.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
18.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
17.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
17.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
17.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
16.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
16.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
15.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
15.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
15.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
14.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
14.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
13.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
12.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
12.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
12.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
10.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
7.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
7.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
7.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 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.
NELFE 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
37.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
101.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
89.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
78.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
78.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
76.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
74.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
70.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
69.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
68.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
66.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
66.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
65.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
65.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
64.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
64.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
64.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
62.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
62.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
62.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
59.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
59.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
59.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
58.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
58.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
58.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
58.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
58.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
58.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
57.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
57.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
57.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
57.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
57.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
57.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
56.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
56.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
55.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
55.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
55.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
55.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
54.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
54.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
54.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
54.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
53.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
53.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
53.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
53.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
53.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
53.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
53.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
53.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
52.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
52.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
52.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
52.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
52.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
51.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
51.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
51.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
51.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
51.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
51.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
51.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
51.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
50.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
50.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
50.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
50.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
50.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
50.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
50.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
50.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
50.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
50.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
50.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
49.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
49.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
49.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
49.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
49.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
49.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
49.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
49.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
49.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
49.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
48.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
48.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
48.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
48.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
48.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
48.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
47.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
47.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
47.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
47.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
47.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
47.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
47.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
47.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
47.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
47.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
47.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
47.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
47.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
47.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
46.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
46.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
46.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
46.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
46.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
45.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
45.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
45.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
45.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
45.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
45.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
45.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
45.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
44.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
44.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
44.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
44.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
44.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
44.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
44.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
44.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
44.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
44.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
44.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
44.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
44.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
44.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
44.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
44.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
44.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
43.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
43.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
43.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
43.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
43.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
43.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
43.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
43.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
43.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
43.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
43.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
43.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
43.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
42.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
42.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
42.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
42.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
42.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
42.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
42.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
42.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
42.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
42.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
42.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
42.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
42.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
42.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
42.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
41.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
41.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
41.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
41.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
41.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
41.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
41.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
41.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
41.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
41.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
41.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
41.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
41.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
41.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
41.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
41.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
40.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
40.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
40.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
40.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
40.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
40.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
40.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
40.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
40.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
40.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
40.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
40.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
40.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
40.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
40.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
40.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
40.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
40.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
40.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
39.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
39.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
39.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
39.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
39.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
39.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
39.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
39.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
39.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
39.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
39.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
39.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
39.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
39.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
39.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
39.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
39.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
39.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
39.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
39.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
38.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
38.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
38.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
38.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
38.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
38.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
38.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
38.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
38.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
38.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
38.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
38.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
38.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
38.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
38.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
38.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
38.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
37.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
37.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
37.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
37.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
37.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
37.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
37.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
37.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
37.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
37.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
37.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
37.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
37.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
37.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
36.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
36.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
36.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
36.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
36.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
36.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
36.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
36.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
36.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
35.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
35.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
35.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
35.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
35.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
35.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
35.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
35.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
35.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
35.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
35.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
35.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
35.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
35.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
34.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
34.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
34.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
34.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
34.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
34.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
34.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
34.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
34.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
34.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
34.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
34.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
34.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
34.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
34.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
34.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
33.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
33.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
33.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
33.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
33.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
33.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
33.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
33.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
33.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
33.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
33.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
33.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
33.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
33.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
33.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
32.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
32.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
32.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
32.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
32.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
32.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
32.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
32.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
32.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
32.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
32.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
32.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
32.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
32.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
32.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
32.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
31.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
31.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
31.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
31.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
31.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
31.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
31.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
31.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
31.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
31.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
31.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
31.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
31.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
31.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
31.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
31.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
31.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
31.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
31.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
30.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
30.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
30.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
30.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
30.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
30.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
30.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
30.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
30.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
30.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
30.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
30.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
30.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
30.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
30.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
30.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
30.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
30.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
30.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
30.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
30.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
29.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
29.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
29.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
29.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
29.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
29.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
29.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
29.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
29.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
29.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
29.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
29.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
29.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
29.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
29.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
29.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
29.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
28.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
28.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
28.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
28.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
28.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
28.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
28.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
28.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
28.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
28.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
28.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
28.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
28.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
28.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
28.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
28.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
28.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
28.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
28.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
28.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
27.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
27.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
27.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
27.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
27.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
27.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
27.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
27.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
27.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
27.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
27.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
27.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
26.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
26.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
26.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
26.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
26.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
26.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
26.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
26.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
26.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
26.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
25.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
25.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
25.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
25.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
25.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
25.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
25.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
25.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
25.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
25.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
25.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
25.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
25.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
25.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
24.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
24.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
24.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
24.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
24.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
24.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
24.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
24.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
24.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
24.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
24.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
24.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
23.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
23.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
23.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
23.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
23.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
23.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
23.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
23.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
23.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
23.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
23.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
23.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
23.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
23.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
23.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
23.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
23.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
23.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
23.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
23.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
23.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
22.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
22.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
22.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
22.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
22.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
22.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
22.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
22.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
22.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
21.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
21.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
21.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
21.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
21.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
21.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
21.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
21.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
20.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
20.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
20.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
20.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
20.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
20.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
20.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
19.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
19.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
19.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
19.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
18.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
18.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
18.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
18.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
18.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
18.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
18.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
17.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
17.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
17.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
17.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
17.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
16.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
16.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
16.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
16.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
16.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
15.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
14.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
12.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
12.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
12.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
11.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
10.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
9.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 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.
NELFE 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
30.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
88.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
72.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
57.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
48.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
47.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
45.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
44.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
42.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
42.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
42.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
41.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
40.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
40.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
39.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
38.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
38.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
38.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
38.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
37.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
37.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
37.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
36.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
36.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
35.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
35.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
34.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
34.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
33.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
33.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
32.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
32.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
32.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
31.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
31.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
31.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
31.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
31.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
30.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
30.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
30.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
30.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
30.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
29.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
29.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
29.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
29.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
29.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
29.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
29.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
29.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
28.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
28.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
28.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
28.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
28.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
27.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
27.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
27.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
27.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
27.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
26.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
26.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
26.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
26.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
26.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
26.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
26.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
26.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
26.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
26.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
26.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
25.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
25.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
25.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
25.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
25.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
24.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
24.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
24.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
23.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
23.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
23.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
23.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
23.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
23.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
22.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
22.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
21.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
20.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
19.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
19.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
18.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
18.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
18.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
18.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
16.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
15.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
14.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
14.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 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.
NELFE 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
45.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
112.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
112.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
106.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
103.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
103.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
98.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
91.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
90.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
86.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
85.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
82.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
81.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
76.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
76.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
76.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
75.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
75.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
75.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
74.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
72.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
72.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
71.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
71.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
69.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
69.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
69.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
68.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
67.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
67.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
67.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
66.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
66.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
65.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
65.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
65.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
64.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
64.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
64.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
63.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
62.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
61.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
61.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
61.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
60.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
60.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
60.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
59.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
59.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
59.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
59.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
58.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
58.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
58.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
57.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
57.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
56.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
56.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
56.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
56.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
56.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
56.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
56.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
56.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
56.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
55.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
55.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
55.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
55.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
55.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
55.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
55.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
54.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
54.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
54.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
54.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
54.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
54.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
54.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
54.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
54.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
53.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
53.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
53.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
53.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
53.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
53.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
52.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
52.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
52.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
52.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
51.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
51.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
51.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
51.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
50.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
50.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
50.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
50.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
49.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
49.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
49.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
49.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
49.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
48.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
48.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
48.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
48.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
48.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
48.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
48.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
48.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
48.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
47.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
47.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
47.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
47.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
47.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
46.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
46.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
46.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
45.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
45.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
45.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
45.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
45.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
45.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
45.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
45.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
45.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
44.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
44.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
44.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
44.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
44.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
44.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
44.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
44.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
44.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
43.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
43.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
43.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
43.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
43.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
42.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
42.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
42.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
42.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
42.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
42.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
41.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
41.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
41.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
41.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
41.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
41.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
41.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
41.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
40.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
40.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
40.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
40.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
40.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
40.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
40.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
40.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
40.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
40.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
40.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
40.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
40.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
39.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
39.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
39.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
39.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
39.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
39.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
38.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
38.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
38.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
38.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
38.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
38.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
38.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
37.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
37.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
37.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
37.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
37.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
37.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
37.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
37.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
37.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
37.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
36.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
36.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
36.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
36.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
36.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
36.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
36.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
35.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
35.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
35.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
35.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
34.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
34.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
34.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
34.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
33.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
33.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
33.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
33.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
33.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
33.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
33.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
33.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
33.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
32.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
32.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
32.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
32.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
32.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
32.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
31.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
31.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
31.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
31.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
31.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
31.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
31.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
31.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
30.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
30.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
30.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
30.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
30.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
29.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
29.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
29.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
28.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
28.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
28.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
27.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
27.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
27.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
27.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
27.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
27.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
26.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
25.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
25.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
25.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
25.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
25.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
25.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
25.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
24.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
24.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
24.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
23.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
23.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
22.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
22.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
20.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
17.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
17.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
16.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
15.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
15.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
14.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
14.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
14.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
14.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
13.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
13.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
11.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
11.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
10.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
10.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
8.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
8.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
3.3
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0009060003
Tumor
0.8
CPT0026410003
Tumor
0.6
CPT0077110003
Tumor
0.6
CPT0012640003
Normal
0.5
CPT0025580004
Tumor
0.5
CPT0017410003
Tumor
0.4
CPT0000780007
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0089460004
Tumor
0.4
CPT0088970003
Tumor
0.4
CPT0085670003
Tumor
0.4
CPT0010160003
Tumor
0.4
CPT0006630003
Tumor
0.3
CPT0078990003
Tumor
0.3
CPT0012180003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0079300001
Normal
0.3
CPT0006900003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0000640003
Tumor
0.3
CPT0092790003
Tumor
0.3
CPT0077310003
Tumor
0.3
CPT0087040003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0092190003
Normal
0.2
CPT0001500009
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0088550004
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0023690003
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0001230001
Normal
0.2
CPT0001270001
Normal
0.2
CPT0078800003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0018250001
Normal
0.2
CPT0000870016
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0010120001
Normal
0.2
CPT0077320001
Normal
0.2
CPT0001220008
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0025110003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0088760003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0075170001
Normal
0.1
CPT0078530001
Normal
0.1
CPT0024680001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0007870001
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0012550003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0079510001
Normal
0.1
CPT0092290003
Tumor
0.1
CPT0025920001
Normal
0.1
CPT0063320003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0069010001
Normal
0.1
CPT0081880003
Tumor
0.1
CPT0012920003
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0012900004
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0079000001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0019990003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0075570001
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0017850003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0014130001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0063640001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0000790001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0001340003
Tumor
-0.1
CPT0025880003
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0076330003
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0086950003
Tumor
-0.1
CPT0078670001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0063630003
Tumor
-0.1
CPT0014160003
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0092730003
Tumor
-0.1
CPT0092800003
Normal
-0.1
CPT0069160003
Tumor
-0.1
CPT0025060001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0025050003
Tumor
-0.1
CPT0025230003
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0014350001
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0025170003
Tumor
-0.1
CPT0092740003
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0086030003
Tumor
-0.1
CPT0088920001
Normal
-0.1
CPT0078510003
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0001180009
Tumor
-0.1
CPT0000890001
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0078660003
Tumor
-0.2
CPT0065450001
Normal
-0.2
CPT0010110003
Tumor
-0.2
CPT0084560003
Tumor
-0.2
CPT0024670003
Tumor
-0.2
CPT0076350001
Normal
-0.2
CPT0069000003
Tumor
-0.2
CPT0086970003
Normal
-0.2
CPT0007320003
Tumor
-0.2
CPT0015730003
Tumor
-0.3
CPT0079180003
Tumor
-0.3
CPT0013790003
Normal
-0.3
CPT0002350011
Tumor
-0.3
CPT0026420001
Normal
-0.4
CPT0023350003
Tumor
-0.4
CPT0002270011
Tumor
-0.4
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
