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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.
FBXW5 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
63.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
140.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
125.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
113.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
108.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
100.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
95.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
91.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
89.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
88.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
87.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
83.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
80.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
79.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
78.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
77.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
77.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
76.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
76.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
76.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
75.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
73.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
73.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
71.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
71.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
71.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
71.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
70.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
70.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
69.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
68.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
68.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
66.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
64.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
63.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
62.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
62.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
61.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
60.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
58.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
55.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
52.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
51.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
51.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
51.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
51.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
50.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
49.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
45.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
44.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
44.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
44.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
42.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
41.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
39.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
38.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
37.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
30.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
30.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
29.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
28.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
26.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
19.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
14.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 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.
FBXW5 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
40.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
89.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
89.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
88.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
87.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
80.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
80.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
79.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
77.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
77.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
75.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
75.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
75.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
75.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
74.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
73.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
71.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
71.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
71.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
70.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
70.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
70.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
69.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
68.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
68.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
68.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
67.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
67.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
67.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
66.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
65.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
65.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
64.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
64.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
63.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
63.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
62.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
62.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
62.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
62.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
62.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
61.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
61.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
61.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
61.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
61.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
61.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
60.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
60.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
60.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
60.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
60.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
60.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
59.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
59.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
58.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
58.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
58.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
58.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
58.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
58.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
57.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
57.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
57.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
57.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
56.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
56.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
56.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
56.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
56.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
56.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
56.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
56.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
55.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
55.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
55.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
55.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
55.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
54.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
54.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
54.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
54.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
54.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
54.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
54.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
54.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
54.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
53.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
53.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
53.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
53.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
53.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
52.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
52.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
52.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
52.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
52.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
52.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
52.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
52.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
52.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
51.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
51.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
51.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
51.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
51.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
51.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
51.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
51.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
51.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
51.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
51.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
51.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
51.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
51.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
51.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
51.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
50.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
50.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
50.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
50.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
50.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
50.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
50.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
50.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
50.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
50.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
50.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
50.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
50.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
49.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
49.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
49.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
49.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
49.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
48.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
48.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
48.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
48.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
48.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
48.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
48.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
48.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
48.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
48.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
48.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
48.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
48.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
47.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
47.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
47.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
47.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
47.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
47.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
47.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
47.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
47.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
47.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
47.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
47.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
46.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
46.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
46.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
46.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
46.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
46.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
46.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
46.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
46.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
46.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
46.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
46.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
46.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
46.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
45.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
45.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
45.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
45.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
45.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
45.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
45.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
45.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
45.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
45.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
45.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
45.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
45.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
44.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
44.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
44.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
44.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
44.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
44.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
44.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
44.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
44.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
44.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
44.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
44.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
44.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
43.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
43.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
43.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
43.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
43.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
43.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
43.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
43.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
42.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
42.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
42.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
42.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
42.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
42.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
42.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
42.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
42.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
42.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
42.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
42.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
42.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
42.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
42.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
42.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
42.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
41.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
41.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
41.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
41.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
41.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
41.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
41.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
41.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
41.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
41.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
41.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
40.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
40.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
40.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
40.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
40.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
40.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
40.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
40.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
40.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
40.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
40.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
40.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
40.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
40.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
40.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
39.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
39.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
39.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
39.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
39.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
39.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
39.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
39.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
39.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
39.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
39.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
39.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
39.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
39.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
39.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
39.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
39.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
39.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
39.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
39.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
39.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
39.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
39.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
39.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
38.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
38.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
38.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
38.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
38.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
38.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
38.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
38.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
38.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
38.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
38.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
38.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
38.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
37.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
37.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
37.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
37.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
37.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
37.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
37.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
37.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
37.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
37.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
37.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
37.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
37.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
37.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
37.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
36.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
36.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
36.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
36.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
36.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
36.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
36.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
36.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
36.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
36.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
36.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
36.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
36.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
36.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
36.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
36.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
36.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
35.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
35.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
35.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
35.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
35.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
35.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
35.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
35.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
35.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
35.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
35.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
35.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
35.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
35.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
35.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
35.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
34.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
34.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
34.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
34.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
34.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
34.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
34.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
34.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
34.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
34.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
34.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
34.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
34.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
34.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
34.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
34.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
33.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
33.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
33.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
33.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
33.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
33.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
33.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
33.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
33.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
33.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
33.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
33.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
33.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
33.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
33.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
33.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
32.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
32.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
32.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
32.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
32.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
32.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
32.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
32.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
32.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
32.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
32.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
32.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
31.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
31.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
31.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
31.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
31.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
31.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
31.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
31.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
31.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
31.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
31.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
31.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
31.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
31.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
30.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
30.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
30.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
30.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
30.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
30.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
30.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
30.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
30.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
30.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
30.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
29.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
29.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
29.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
29.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
29.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
29.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
28.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
28.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
28.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
28.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
28.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
28.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
28.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
28.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
27.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
27.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
27.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
27.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
27.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
27.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
27.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
27.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
27.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
26.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
26.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
26.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
25.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
25.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
25.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
25.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
25.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
25.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
25.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
25.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
25.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
25.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
25.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
24.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
24.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
24.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
24.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
24.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
24.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
24.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
23.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
23.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
23.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
23.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
23.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
23.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
23.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
23.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
23.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
22.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
22.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
22.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
22.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
22.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
22.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
21.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
21.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
21.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
21.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
21.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
21.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
21.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
20.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
19.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
19.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
19.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
19.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
19.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
18.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
18.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
18.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
17.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
17.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
17.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
17.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
17.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
17.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
17.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
17.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
17.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
16.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
16.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
16.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
16.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
16.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
16.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
15.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
14.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
13.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
13.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
13.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
11.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
11.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
11.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
11.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
11.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
10.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
8.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
8.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
8.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
8.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
7.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
7.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
7.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
7.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
6.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
0.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
FBXW5 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
43.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
98.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
96.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
88.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
87.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
77.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
77.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
76.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
69.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
67.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
62.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
61.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
61.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
60.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
59.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
59.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
56.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
56.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
55.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
55.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
54.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
54.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
53.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
53.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
53.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
53.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
52.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
50.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
50.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
50.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
50.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
50.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
50.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
49.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
49.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
49.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
48.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
48.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
48.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
47.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
47.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
47.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
47.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
46.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
46.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
45.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
44.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
43.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
43.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
43.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
43.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
43.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
43.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
43.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
42.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
42.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
42.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
41.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
40.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
40.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
40.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
40.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
39.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
38.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
38.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
37.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
37.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
37.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
37.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
36.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
35.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
34.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
34.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
33.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
33.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
32.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
32.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
32.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
31.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
30.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
29.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
28.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
28.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
27.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
27.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
25.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
25.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
23.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
22.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
22.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
22.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
21.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
21.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
19.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
18.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
17.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
16.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
14.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
12.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
12.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 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.
FBXW5 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
49.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
176.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
155.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
152.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
126.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
124.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
123.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
123.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
114.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
111.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
109.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
103.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
101.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
100.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
98.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
97.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
97.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
90.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
90.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
89.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
88.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
87.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
86.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
85.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
85.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
85.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
80.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
80.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
79.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
78.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
78.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
77.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
77.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
76.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
76.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
76.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
76.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
75.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
74.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
74.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
74.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
74.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
73.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
73.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
73.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
73.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
72.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
71.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
71.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
71.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
71.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
70.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
70.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
69.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
69.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
69.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
69.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
68.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
68.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
66.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
66.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
66.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
66.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
66.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
65.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
65.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
65.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
65.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
65.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
64.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
64.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
64.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
64.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
64.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
63.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
63.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
63.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
63.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
63.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
63.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
62.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
62.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
62.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
61.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
61.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
61.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
60.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
59.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
59.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
58.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
58.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
58.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
58.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
58.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
57.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
57.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
57.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
57.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
56.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
56.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
56.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
56.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
55.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
55.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
55.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
55.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
55.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
55.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
54.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
54.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
52.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
52.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
52.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
52.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
52.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
52.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
51.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
51.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
50.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
50.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
50.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
50.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
50.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
50.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
49.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
49.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
49.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
49.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
48.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
48.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
48.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
48.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
48.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
47.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
47.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
47.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
47.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
46.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
46.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
46.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
46.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
46.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
46.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
46.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
46.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
46.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
45.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
45.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
45.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
44.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
44.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
44.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
44.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
44.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
43.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
43.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
43.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
42.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
42.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
42.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
42.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
42.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
42.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
42.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
42.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
41.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
41.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
41.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
41.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
41.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
41.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
40.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
40.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
40.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
40.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
40.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
40.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
39.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
39.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
39.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
39.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
39.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
39.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
39.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
38.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
38.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
38.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
38.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
38.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
37.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
37.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
37.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
37.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
37.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
36.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
36.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
36.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
36.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
36.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
36.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
36.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
35.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
35.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
35.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
35.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
35.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
35.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
35.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
34.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
34.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
34.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
34.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
34.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
33.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
32.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
32.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
31.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
31.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
31.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
31.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
30.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
30.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
30.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
30.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
29.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
29.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
29.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
29.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
28.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
28.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
28.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
27.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
27.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
27.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
27.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
27.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
26.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
26.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
25.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
25.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
25.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
24.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
24.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
23.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
23.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
23.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
23.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
22.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
22.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
22.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
22.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
21.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
21.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
20.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
20.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
20.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
18.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
17.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
16.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
16.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
16.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
16.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
15.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
14.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
14.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
13.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
13.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
12.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
11.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
9.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
9.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
7.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
7.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
6.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
4.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0066480003
Tumor
0.8
CPT0075560003
Tumor
0.8
CPT0023690003
Tumor
0.8
CPT0077310003
Tumor
0.6
CPT0092290003
Tumor
0.6
CPT0000640003
Tumor
0.5
CPT0011240003
Tumor
0.5
CPT0079270003
Tumor
0.5
CPT0001220008
Tumor
0.5
CPT0012550003
Tumor
0.5
CPT0020120003
Tumor
0.5
CPT0001500009
Tumor
0.5
CPT0078800003
Tumor
0.5
CPT0079180003
Tumor
0.5
CPT0092790003
Tumor
0.5
CPT0086360003
Tumor
0.4
CPT0065810003
Tumor
0.4
CPT0012670003
Tumor
0.4
CPT0081990003
Tumor
0.4
CPT0009060003
Tumor
0.4
CPT0014160003
Tumor
0.4
CPT0000870016
Tumor
0.4
CPT0079480003
Tumor
0.4
CPT0025880003
Tumor
0.4
CPT0007860003
Tumor
0.3
CPT0079230003
Tumor
0.3
CPT0092730003
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0019990003
Tumor
0.3
CPT0006630003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0092160003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0065870003
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0064370003
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0088500001
Normal
0.2
CPT0088550004
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0019160001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0014370004
Tumor
0.2
CPT0076330003
Tumor
0.2
CPT0086890003
Normal
0.1
CPT0010160003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0078660003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0009000003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0001260009
Tumor
0.1
CPT0026420001
Normal
0.1
CPT0077140001
Normal
0.1
CPT0088780001
Normal
0.1
CPT0087050003
Normal
0.1
CPT0010170001
Normal
0.1
CPT0077490003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0009080003
Normal
0.1
CPT0024680001
Normal
0.1
CPT0025350003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0012090003
Normal
0.1
CPT0092310003
Normal
0.1
CPT0089460004
Tumor
0.1
CPT0088710001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0092190003
Normal
0.1
CPT0078940001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0092800003
Normal
0.1
CPT0012920003
Normal
0.1
CPT0065930003
Tumor
0.1
CPT0077320001
Normal
0.0
CPT0021240003
Tumor
0.0
CPT0012900004
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0014350001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0089480003
Normal
0.0
CPT0002270011
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0086870003
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0014450004
Tumor
0.0
CPT0065430003
Tumor
0.0
CPT0084560003
Tumor
0.0
CPT0026410003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0017450001
Normal
0.0
CPT0078990003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0079410003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0088640003
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0088760003
Tumor
-0.1
CPT0066520001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0078830003
Tumor
-0.1
CPT0009020003
Normal
-0.1
CPT0086030003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0084590001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0025050003
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0065690003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0069190001
Normal
-0.2
CPT0075170001
Normal
-0.2
CPT0086950003
Tumor
-0.2
CPT0025110003
Tumor
-0.2
CPT0000790001
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0088900003
Tumor
-0.2
CPT0079300001
Normal
-0.2
CPT0088570001
Normal
-0.2
CPT0012080003
Tumor
-0.2
CPT0006530001
Normal
-0.2
CPT0088480003
Tumor
-0.2
CPT0013790003
Normal
-0.2
CPT0012280003
Tumor
-0.2
CPT0078840001
Normal
-0.2
CPT0086820003
Tumor
-0.2
CPT0065450001
Normal
-0.3
CPT0075130003
Tumor
-0.3
CPT0071150004
Tumor
-0.3
CPT0002370001
Normal
-0.3
CPT0088690003
Tumor
-0.3
CPT0075570001
Normal
-0.3
CPT0006730001
Normal
-0.3
CPT0014130001
Normal
-0.3
CPT0089020003
Tumor
-0.3
CPT0012180003
Tumor
-0.3
CPT0063630003
Tumor
-0.3
CPT0025230003
Tumor
-0.3
CPT0015730003
Tumor
-0.3
CPT0078510003
Tumor
-0.4
CPT0017850003
Tumor
-0.4
CPT0025920001
Normal
-0.4
CPT0086830003
Normal
-0.4
CPT0011410003
Tumor
-0.5
CPT0092740003
Normal
-0.5
CPT0023350003
Tumor
-0.5
CPT0081880003
Tumor
-0.5
CPT0001340003
Tumor
-0.6
CPT0001180009
Tumor
-0.6
CPT0025610001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0081600003
Tumor
N/A
CPT0006900003
Tumor
N/A
CPT0081620001
Normal
N/A
CPT0010120001
Normal
N/A
CPT0025580004
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
