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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.
ELOF1 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
90.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
191.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
183.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
177.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
168.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
155.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
151.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
146.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
146.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
143.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
132.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
131.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
125.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
119.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
115.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
110.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
108.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
105.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
102.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
102.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
100.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
98.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
94.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
92.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
91.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
90.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
90.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
87.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
87.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
87.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
86.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
86.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
86.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
84.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
84.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
83.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
82.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
76.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
74.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
74.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
74.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
72.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
71.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
71.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
70.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
68.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
66.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
62.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
61.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
61.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
60.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
59.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
58.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
58.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
56.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
53.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
52.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
51.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
51.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
50.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
46.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
42.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
39.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
36.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 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.
ELOF1 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
51.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
189.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
124.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
98.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
93.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
89.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
85.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
81.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
80.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
79.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
79.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
78.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
77.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
76.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
75.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
75.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
74.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
74.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
73.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
72.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
72.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
71.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
71.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
70.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
70.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
69.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
69.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
68.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
68.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
68.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
68.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
68.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
68.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
67.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
67.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
67.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
67.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
67.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
67.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
66.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
66.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
66.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
66.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
66.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
66.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
66.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
65.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
65.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
65.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
65.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
65.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
65.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
64.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
64.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
64.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
64.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
63.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
63.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
63.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
63.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
63.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
63.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
62.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
62.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
62.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
62.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
62.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
62.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
62.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
62.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
62.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
61.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
61.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
61.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
61.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
61.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
61.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
61.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
61.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
61.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
60.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
60.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
60.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
60.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
60.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
60.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
60.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
60.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
60.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
60.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
59.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
59.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
59.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
59.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
59.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
59.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
59.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
59.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
59.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
58.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
58.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
58.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
58.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
58.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
58.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
58.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
58.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
58.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
58.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
58.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
58.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
57.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
57.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
57.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
57.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
57.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
57.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
57.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
57.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
57.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
57.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
57.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
57.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
57.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
57.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
57.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
57.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
57.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
57.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
57.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
57.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
57.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
57.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
57.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
57.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
56.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
56.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
56.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
56.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
56.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
56.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
56.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
56.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
56.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
56.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
56.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
56.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
56.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
56.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
56.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
55.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
55.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
55.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
55.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
55.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
55.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
55.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
55.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
55.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
55.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
55.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
55.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
55.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
55.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
55.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
55.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
55.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
55.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
55.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
55.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
54.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
54.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
54.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
54.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
54.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
54.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
54.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
54.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
54.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
54.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
54.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
54.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
54.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
54.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
54.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
54.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
54.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
54.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
54.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
54.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
54.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
54.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
54.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
54.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
53.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
53.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
53.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
53.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
53.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
53.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
53.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
53.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
53.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
53.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
53.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
53.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
53.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
53.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
53.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
53.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
53.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
53.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
53.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
53.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
53.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
53.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
53.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
53.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
53.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
53.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
53.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
53.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
52.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
52.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
52.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
52.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
52.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
52.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
52.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
52.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
52.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
52.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
52.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
52.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
52.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
52.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
51.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
51.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
51.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
51.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
51.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
51.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
51.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
51.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
51.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
51.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
51.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
51.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
51.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
51.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
51.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
51.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
51.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
51.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
51.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
51.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
51.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
51.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
51.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
51.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
51.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
51.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
51.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
50.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
50.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
50.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
50.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
50.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
50.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
50.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
50.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
50.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
50.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
50.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
50.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
50.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
50.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
50.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
50.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
50.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
50.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
50.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
50.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
50.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
50.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
50.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
49.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
49.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
49.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
49.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
49.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
49.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
49.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
49.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
49.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
49.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
49.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
49.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
49.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
49.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
49.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
49.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
49.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
49.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
49.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
48.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
48.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
48.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
48.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
48.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
48.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
48.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
48.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
48.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
48.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
48.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
48.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
48.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
48.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
48.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
48.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
48.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
48.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
48.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
48.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
47.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
47.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
47.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
47.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
47.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
47.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
47.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
47.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
47.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
47.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
47.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
47.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
46.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
46.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
46.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
46.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
46.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
46.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
46.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
46.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
46.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
46.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
46.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
46.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
46.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
46.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
46.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
46.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
46.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
46.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
46.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
46.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
46.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
46.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
46.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
45.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
45.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
45.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
45.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
45.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
45.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
45.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
45.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
45.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
45.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
45.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
45.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
45.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
45.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
45.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
45.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
45.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
44.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
44.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
44.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
44.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
44.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
44.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
44.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
44.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
44.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
44.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
44.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
44.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
44.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
44.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
44.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
44.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
44.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
44.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
44.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
44.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
43.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
43.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
43.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
43.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
43.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
43.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
43.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
43.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
43.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
43.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
43.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
42.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
42.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
42.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
42.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
42.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
42.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
42.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
42.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
42.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
42.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
42.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
42.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
42.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
42.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
42.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
42.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
42.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
41.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
41.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
41.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
41.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
41.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
41.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
41.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
41.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
41.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
41.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
41.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
41.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
41.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
41.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
41.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
41.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
40.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
40.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
40.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
40.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
40.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
40.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
40.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
40.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
40.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
40.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
40.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
40.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
40.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
40.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
40.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
39.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
39.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
39.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
39.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
39.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
39.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
39.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
39.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
38.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
38.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
38.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
38.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
38.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
38.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
38.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
38.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
38.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
38.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
37.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
37.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
37.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
37.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
37.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
37.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
37.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
37.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
36.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
36.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
36.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
36.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
36.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
36.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
35.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
35.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
35.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
35.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
35.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
35.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
35.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
35.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
35.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
34.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
34.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
34.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
34.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
34.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
34.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
34.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
32.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
31.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
31.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
31.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
31.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
30.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
30.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
30.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
30.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
29.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
28.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
27.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
24.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
23.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
23.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
16.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
7.3
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.
ELOF1 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
42.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
81.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
75.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
72.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
66.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
59.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
55.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
55.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
54.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
54.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
53.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
53.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
52.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
52.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
51.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
51.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
50.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
50.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
49.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
49.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
48.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
48.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
47.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
47.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
47.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
46.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
46.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
46.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
46.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
46.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
46.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
45.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
45.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
45.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
45.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
45.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
45.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
44.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
44.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
44.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
44.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
43.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
43.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
43.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
43.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
43.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
43.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
42.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
42.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
42.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
41.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
41.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
41.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
41.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
40.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
40.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
40.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
40.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
40.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
39.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
39.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
39.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
39.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
39.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
39.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
39.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
39.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
39.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
39.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
39.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
38.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
38.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
38.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
38.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
37.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
37.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
37.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
36.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
36.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
36.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
36.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
36.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
35.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
35.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
34.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
34.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
34.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
33.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
33.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
32.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
31.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
31.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
30.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
28.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
28.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
28.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
26.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
24.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
24.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
21.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, 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.
ELOF1 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
67.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
205.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
205.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
149.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
149.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
138.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
137.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
136.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
128.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
122.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
120.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
120.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
119.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
117.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
117.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
117.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
113.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
110.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
107.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
105.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
103.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
102.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
102.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
100.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
99.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
98.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
98.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
97.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
97.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
95.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
95.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
95.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
94.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
93.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
93.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
92.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
92.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
91.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
91.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
91.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
90.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
90.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
90.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
89.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
88.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
88.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
88.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
88.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
88.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
85.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
85.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
85.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
85.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
84.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
84.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
84.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
84.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
83.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
82.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
82.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
81.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
81.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
81.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
81.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
80.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
79.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
79.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
79.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
79.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
78.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
78.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
78.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
77.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
76.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
76.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
76.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
76.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
76.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
76.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
76.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
75.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
75.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
74.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
74.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
74.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
73.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
73.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
73.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
73.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
72.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
72.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
72.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
72.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
71.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
71.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
71.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
71.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
70.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
70.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
70.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
69.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
69.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
69.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
69.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
68.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
68.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
68.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
67.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
67.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
67.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
67.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
66.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
66.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
66.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
66.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
66.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
66.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
65.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
65.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
65.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
65.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
64.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
64.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
64.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
64.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
64.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
64.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
64.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
63.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
63.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
63.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
63.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
63.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
63.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
62.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
62.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
62.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
62.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
62.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
62.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
61.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
61.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
61.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
61.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
60.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
60.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
60.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
60.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
60.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
60.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
60.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
60.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
60.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
60.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
60.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
59.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
59.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
59.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
59.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
59.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
59.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
59.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
58.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
58.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
58.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
58.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
58.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
58.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
58.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
58.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
58.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
58.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
57.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
57.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
57.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
57.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
57.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
57.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
57.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
57.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
56.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
56.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
56.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
56.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
56.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
56.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
56.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
55.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
55.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
55.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
55.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
54.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
54.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
54.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
54.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
54.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
54.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
54.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
53.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
53.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
53.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
53.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
53.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
53.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
53.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
52.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
52.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
52.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
52.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
52.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
51.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
51.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
51.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
50.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
50.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
50.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
50.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
50.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
50.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
49.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
49.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
48.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
48.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
48.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
48.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
48.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
48.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
48.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
48.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
47.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
47.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
47.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
47.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
47.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
47.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
46.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
46.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
46.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
45.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
45.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
45.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
44.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
44.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
44.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
43.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
43.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
43.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
43.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
43.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
43.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
43.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
42.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
42.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
42.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
42.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
42.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
41.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
40.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
40.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
39.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
39.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
39.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
39.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
38.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
38.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
38.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
37.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
37.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
37.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
36.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
35.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
35.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
34.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
34.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
33.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
33.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
32.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
32.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
32.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
28.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
26.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
24.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
19.4
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0064370003
Tumor
1.5
CPT0019990003
Tumor
1.1
CPT0066470004
Tumor
1.0
CPT0009060003
Tumor
0.8
CPT0015910003
Tumor
0.7
CPT0012080003
Tumor
0.7
CPT0081990003
Tumor
0.6
CPT0084560003
Tumor
0.6
CPT0088550004
Tumor
0.6
CPT0000780007
Tumor
0.6
CPT0009080003
Normal
0.5
CPT0000890001
Normal
0.5
CPT0014450004
Tumor
0.5
CPT0001540009
Tumor
0.5
CPT0088900003
Tumor
0.5
CPT0079000001
Normal
0.5
CPT0077320001
Normal
0.5
CPT0014370004
Tumor
0.4
CPT0017450001
Normal
0.4
CPT0063320003
Tumor
0.4
CPT0017410003
Tumor
0.4
CPT0012180003
Tumor
0.4
CPT0006440003
Tumor
0.4
CPT0065430003
Tumor
0.4
CPT0084590001
Normal
0.4
CPT0086950003
Tumor
0.4
CPT0065870003
Tumor
0.4
CPT0012640003
Normal
0.4
CPT0066520001
Normal
0.3
CPT0020120003
Tumor
0.3
CPT0079180003
Tumor
0.3
CPT0076330003
Tumor
0.3
CPT0018250001
Normal
0.3
CPT0026410003
Tumor
0.3
CPT0012770003
Normal
0.3
CPT0014350001
Normal
0.3
CPT0071150004
Tumor
0.3
CPT0012290003
Normal
0.3
CPT0001550001
Normal
0.3
CPT0078990003
Tumor
0.3
CPT0012670003
Tumor
0.3
CPT0081620001
Normal
0.3
CPT0079430001
Normal
0.3
CPT0081600003
Tumor
0.3
CPT0069000003
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0010120001
Normal
0.2
CPT0078660003
Tumor
0.2
CPT0012570003
Normal
0.2
CPT0086370003
Normal
0.2
CPT0009020003
Normal
0.2
CPT0012550003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0001510001
Normal
0.2
CPT0012090003
Normal
0.2
CPT0009000003
Tumor
0.2
CPT0025060001
Normal
0.2
CPT0006950001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0011240003
Tumor
0.2
CPT0025610001
Normal
0.2
CPT0092310003
Normal
0.2
CPT0065450001
Normal
0.2
CPT0066480003
Tumor
0.1
CPT0013790003
Normal
0.1
CPT0075130003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0069010001
Normal
0.1
CPT0092190003
Normal
0.1
CPT0065820001
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0024680001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0086870003
Tumor
0.0
CPT0077110003
Tumor
0.0
CPT0025350003
Tumor
0.0
CPT0000790001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0023350003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0002270011
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0025580004
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0077140001
Normal
0.0
CPT0078530001
Normal
0.0
CPT0012370003
Tumor
0.0
CPT0012280003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0086820003
Tumor
0.0
CPT0001180009
Tumor
0.0
CPT0001350001
Normal
0.0
CPT0001340003
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0092160003
Tumor
-0.1
CPT0017850003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0001260009
Tumor
-0.1
CPT0088480003
Tumor
-0.1
CPT0078510003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0088920001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0000870016
Tumor
-0.1
CPT0082010001
Normal
-0.1
CPT0025050003
Tumor
-0.1
CPT0081880003
Tumor
-0.2
CPT0025110003
Tumor
-0.2
CPT0085670003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0020130001
Normal
-0.2
CPT0078670001
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0079230003
Tumor
-0.2
CPT0019130003
Tumor
-0.2
CPT0020020001
Normal
-0.2
CPT0014470001
Normal
-0.3
CPT0064400001
Normal
-0.3
CPT0086360003
Tumor
-0.3
CPT0075720003
Tumor
-0.3
CPT0007470001
Normal
-0.3
CPT0001270001
Normal
-0.3
CPT0079270003
Tumor
-0.3
CPT0065930003
Tumor
-0.3
CPT0007870001
Normal
-0.4
CPT0065750003
Tumor
-0.4
CPT0011410003
Tumor
-0.4
CPT0001500009
Tumor
-0.4
CPT0088970003
Tumor
-0.4
CPT0026420001
Normal
-0.4
CPT0092790003
Tumor
-0.4
CPT0065690003
Tumor
-0.4
CPT0012900004
Tumor
-0.4
CPT0010170001
Normal
-0.4
CPT0015810003
Tumor
-0.5
CPT0087040003
Tumor
-0.5
CPT0015730003
Tumor
-0.5
CPT0025230003
Tumor
-0.5
CPT0086030003
Tumor
-0.5
CPT0078800003
Tumor
-0.6
CPT0014160003
Tumor
-0.6
CPT0086970003
Normal
-0.6
CPT0006530001
Normal
-0.7
CPT0079380003
Tumor
-0.7
CPT0092290003
Tumor
-0.7
CPT0025170003
Tumor
-0.7
CPT0066430001
Normal
-0.8
CPT0025290003
Tumor
-0.8
CPT0079300001
Normal
-0.8
CPT0065810003
Tumor
-0.9
CPT0077310003
Tumor
-1.8
CPT0021240003
Tumor
-1.8
CPT0002370001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0078940001
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0088640003
Normal
N/A
CPT0063630003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0063640001
Normal
N/A
CPT0069190001
Normal
N/A
CPT0077490003
Tumor
N/A
CPT0088630003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0006630003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077500001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0075560003
Tumor
N/A
CPT0000640003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0023690003
Tumor
N/A
CPT0000660001
Normal
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
