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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.
FBXO7 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
92.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
202.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
186.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
170.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
159.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
158.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
152.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
152.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
149.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
147.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
144.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
139.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
134.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
124.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
124.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
120.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
118.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
116.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
116.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
115.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
108.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
107.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
106.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
106.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
101.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
100.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
98.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
96.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
95.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
92.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
92.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
91.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
89.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
89.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
88.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
85.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
83.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
82.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
79.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
78.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
77.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
75.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
75.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
74.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
72.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
69.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
68.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
68.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
64.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
61.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
59.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
59.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
56.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
55.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
47.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
46.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
40.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
39.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
38.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
36.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
31.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
30.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
26.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
24.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FBXO7 is validated 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
64.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
184.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
181.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
155.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
138.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
136.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
130.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
117.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
115.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
115.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
114.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
112.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
111.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
109.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
109.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
109.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
104.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
103.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
103.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
102.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
102.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
101.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
100.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
100.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
99.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
99.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
99.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
98.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
97.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
97.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
97.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
96.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
96.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
95.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
94.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
94.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
94.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
94.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
94.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
94.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
94.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
93.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
93.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
93.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
92.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
92.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
92.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
92.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
91.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
91.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
91.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
91.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
91.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
90.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
90.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
90.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
90.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
90.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
89.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
89.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
88.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
88.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
88.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
88.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
88.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
88.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
88.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
87.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
87.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
87.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
87.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
86.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
86.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
86.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
86.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
86.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
86.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
86.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
86.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
86.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
86.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
86.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
86.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
86.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
86.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
85.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
85.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
85.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
84.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
84.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
84.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
84.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
83.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
83.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
83.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
83.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
83.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
83.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
83.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
83.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
82.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
82.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
82.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
82.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
82.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
82.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
82.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
82.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
82.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
81.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
81.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
81.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
81.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
81.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
80.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
80.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
80.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
80.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
80.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
80.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
80.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
80.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
79.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
79.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
79.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
79.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
79.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
79.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
79.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
78.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
78.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
78.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
78.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
78.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
78.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
78.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
78.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
78.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
78.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
78.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
78.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
78.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
77.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
77.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
77.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
77.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
77.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
77.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
76.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
76.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
76.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
76.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
76.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
76.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
76.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
75.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
75.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
75.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
75.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
75.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
75.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
75.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
75.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
75.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
75.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
74.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
74.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
74.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
74.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
74.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
74.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
74.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
74.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
74.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
74.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
74.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
74.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
73.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
73.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
73.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
73.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
73.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
73.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
73.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
72.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
72.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
72.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
72.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
72.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
72.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
72.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
72.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
72.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
72.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
72.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
71.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
71.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
71.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
71.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
71.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
71.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
71.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
71.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
71.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
71.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
70.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
70.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
70.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
70.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
70.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
70.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
69.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
69.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
69.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
69.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
69.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
69.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
69.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
69.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
68.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
68.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
68.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
68.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
68.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
68.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
68.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
68.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
68.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
68.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
68.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
68.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
68.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
67.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
67.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
67.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
67.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
67.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
67.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
67.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
66.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
66.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
66.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
66.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
66.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
66.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
66.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
66.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
66.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
66.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
66.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
66.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
66.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
65.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
65.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
65.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
65.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
65.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
65.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
65.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
65.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
65.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
64.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
64.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
64.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
64.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
64.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
63.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
63.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
63.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
63.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
63.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
62.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
62.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
62.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
61.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
61.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
61.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
61.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
61.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
61.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
61.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
61.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
61.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
60.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
60.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
60.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
60.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
60.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
60.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
60.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
60.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
60.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
60.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
60.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
60.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
59.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
59.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
59.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
58.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
58.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
58.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
58.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
58.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
58.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
58.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
58.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
58.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
58.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
57.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
57.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
57.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
57.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
57.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
57.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
57.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
57.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
57.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
57.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
57.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
57.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
57.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
56.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
56.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
56.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
56.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
56.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
56.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
56.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
56.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
56.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
56.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
56.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
55.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
55.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
55.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
55.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
55.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
55.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
55.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
55.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
55.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
55.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
55.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
54.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
54.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
54.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
54.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
54.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
54.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
54.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
54.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
54.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
54.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
53.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
53.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
53.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
53.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
53.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
52.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
52.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
52.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
52.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
52.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
52.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
52.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
52.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
51.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
51.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
51.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
51.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
51.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
51.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
51.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
51.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
50.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
50.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
50.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
50.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
50.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
50.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
50.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
50.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
50.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
49.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
49.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
49.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
49.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
49.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
49.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
49.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
48.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
48.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
48.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
48.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
47.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
47.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
47.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
47.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
47.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
47.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
47.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
47.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
46.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
46.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
46.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
46.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
46.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
46.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
46.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
45.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
45.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
45.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
45.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
45.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
45.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
45.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
45.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
44.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
44.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
44.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
44.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
44.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
44.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
44.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
43.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
43.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
43.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
43.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
43.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
43.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
43.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
43.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
43.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
43.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
42.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
42.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
42.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
42.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
42.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
42.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
41.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
41.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
41.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
41.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
40.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
40.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
40.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
40.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
39.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
39.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
39.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
39.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
39.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
39.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
38.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
38.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
38.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
38.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
38.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
37.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
37.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
36.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
36.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
36.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
36.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
35.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
35.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
35.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
35.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
35.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
35.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
34.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
34.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
34.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
33.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
33.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
33.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
32.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
32.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
32.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
32.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
32.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
31.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
31.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
31.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
31.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
31.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
31.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
30.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
30.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
30.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
29.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
29.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
28.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
28.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
28.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
27.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
27.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
27.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
27.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
25.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
25.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
24.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
24.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
24.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
24.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
24.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
23.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
23.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
20.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
20.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
20.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
19.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
18.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
18.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
18.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
18.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
17.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
15.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
12.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
12.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 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.
FBXO7 is validated prognostic, high expression is favorable 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
59.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
104.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
92.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
91.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
88.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
88.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
87.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
85.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
84.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
84.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
83.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
82.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
82.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
81.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
79.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
79.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
79.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
77.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
75.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
74.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
73.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
73.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
73.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
71.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
71.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
71.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
70.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
69.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
68.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
67.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
67.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
67.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
67.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
67.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
66.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
66.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
66.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
65.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
65.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
65.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
64.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
64.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
63.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
63.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
63.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
62.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
61.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
61.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
60.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
60.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
58.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
58.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
57.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
57.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
56.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
56.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
55.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
54.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
54.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
54.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
54.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
54.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
53.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
53.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
53.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
52.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
51.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
51.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
51.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
50.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
49.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
49.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
48.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
48.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
46.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
46.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
45.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
45.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
44.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
44.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
43.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
42.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
42.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
42.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
41.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
40.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
39.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
39.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
38.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
38.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
36.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
36.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
36.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
35.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
35.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
35.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
34.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
32.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
31.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
30.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
FBXO7 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
53.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
169.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
127.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
122.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
117.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
115.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
113.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
105.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
99.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
97.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
97.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
95.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
95.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
94.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
93.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
92.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
91.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
91.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
90.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
88.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
88.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
87.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
87.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
86.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
86.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
85.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
84.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
84.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
84.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
83.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
82.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
80.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
79.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
79.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
79.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
79.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
78.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
78.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
78.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
75.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
75.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
75.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
75.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
74.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
74.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
74.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
74.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
73.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
73.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
73.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
72.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
72.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
72.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
72.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
72.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
71.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
71.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
71.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
70.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
70.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
70.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
70.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
70.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
69.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
69.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
69.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
68.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
67.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
67.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
67.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
66.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
66.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
66.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
66.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
65.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
65.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
65.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
64.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
64.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
64.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
64.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
64.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
63.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
63.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
63.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
62.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
62.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
62.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
61.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
61.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
61.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
60.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
60.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
60.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
60.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
60.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
59.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
59.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
59.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
59.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
59.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
58.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
57.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
57.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
57.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
57.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
57.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
57.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
57.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
56.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
56.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
56.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
56.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
55.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
55.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
55.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
54.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
54.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
54.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
54.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
54.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
53.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
53.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
53.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
53.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
53.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
53.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
52.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
52.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
52.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
52.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
52.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
52.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
52.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
52.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
52.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
52.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
51.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
51.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
51.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
51.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
51.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
51.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
51.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
50.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
50.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
50.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
50.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
50.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
50.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
50.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
50.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
50.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
49.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
49.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
49.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
49.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
49.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
49.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
49.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
49.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
48.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
48.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
48.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
48.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
48.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
48.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
48.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
47.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
47.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
47.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
46.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
46.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
46.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
45.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
45.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
45.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
45.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
45.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
45.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
45.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
45.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
45.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
45.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
44.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
44.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
44.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
43.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
43.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
43.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
43.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
43.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
42.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
42.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
42.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
42.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
41.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
41.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
40.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
40.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
40.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
39.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
39.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
39.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
39.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
39.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
39.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
39.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
39.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
39.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
39.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
39.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
38.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
38.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
38.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
38.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
38.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
38.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
38.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
37.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
37.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
37.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
36.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
36.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
36.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
36.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
35.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
35.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
35.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
35.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
34.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
34.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
33.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
33.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
33.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
32.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
32.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
32.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
31.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
31.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
31.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
31.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
31.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
31.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
30.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
30.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
29.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
29.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
29.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
29.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
28.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
28.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
28.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
27.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
27.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
27.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
27.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
27.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
26.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
26.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
26.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
26.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
26.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
25.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
25.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
24.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
24.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
23.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
23.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
22.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
21.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
21.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
21.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
20.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
19.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
18.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
17.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
14.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
13.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
13.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
13.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078510003
Tumor
1.8
CPT0007860003
Tumor
1.7
CPT0066470004
Tumor
1.4
CPT0025290003
Tumor
1.4
CPT0092290003
Tumor
1.3
CPT0064370003
Tumor
1.2
CPT0020120003
Tumor
1.1
CPT0086030003
Tumor
1.0
CPT0075560003
Tumor
1.0
CPT0023690003
Tumor
0.9
CPT0065750003
Tumor
0.9
CPT0014160003
Tumor
0.9
CPT0092790003
Tumor
0.9
CPT0081880003
Tumor
0.8
CPT0065690003
Tumor
0.8
CPT0025170003
Tumor
0.8
CPT0021240003
Tumor
0.7
CPT0015730003
Tumor
0.7
CPT0065810003
Tumor
0.7
CPT0077310003
Tumor
0.7
CPT0079180003
Tumor
0.6
CPT0015910003
Tumor
0.6
CPT0019990003
Tumor
0.6
CPT0078930003
Tumor
0.5
CPT0089460004
Tumor
0.5
CPT0065930003
Tumor
0.5
CPT0012900004
Tumor
0.5
CPT0006630003
Tumor
0.4
CPT0066480003
Tumor
0.4
CPT0086360003
Tumor
0.4
CPT0069160003
Tumor
0.4
CPT0078660003
Tumor
0.4
CPT0092730003
Tumor
0.4
CPT0006900003
Tumor
0.3
CPT0065450001
Normal
0.3
CPT0025580004
Tumor
0.3
CPT0088760003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0023710001
Normal
0.2
CPT0066430001
Normal
0.2
CPT0088970003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0000790001
Normal
0.2
CPT0012280003
Tumor
0.2
CPT0002350011
Tumor
0.2
CPT0012550003
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0087040003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0024670003
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0001500009
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0001180009
Tumor
0.1
CPT0001550001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0015810003
Tumor
0.1
CPT0088710001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0014350001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0025230003
Tumor
0.0
CPT0078990003
Tumor
0.0
CPT0009020003
Normal
0.0
CPT0009080003
Normal
0.0
CPT0012920003
Normal
0.0
CPT0086890003
Normal
0.0
CPT0007870001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0025610001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0009000003
Tumor
0.0
CPT0088780001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0012180003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0000870016
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0001220008
Tumor
-0.1
CPT0069010001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0002270011
Tumor
-0.1
CPT0014450004
Tumor
-0.1
CPT0012080003
Tumor
-0.1
CPT0088640003
Normal
-0.1
CPT0000780007
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0017410003
Tumor
-0.1
CPT0024680001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0010160003
Tumor
-0.1
CPT0018250001
Normal
-0.1
CPT0088900003
Tumor
-0.1
CPT0076330003
Tumor
-0.1
CPT0001340003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0078800003
Tumor
-0.1
CPT0088690003
Tumor
-0.2
CPT0002370001
Normal
-0.2
CPT0078840001
Normal
-0.2
CPT0086370003
Normal
-0.2
CPT0012640003
Normal
-0.2
CPT0088630003
Tumor
-0.2
CPT0086970003
Normal
-0.2
CPT0079510001
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0089040001
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0017450001
Normal
-0.2
CPT0077490003
Tumor
-0.2
CPT0079300001
Normal
-0.2
CPT0092800003
Normal
-0.2
CPT0012090003
Normal
-0.2
CPT0012770003
Normal
-0.2
CPT0092740003
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0069000003
Tumor
-0.2
CPT0009060003
Tumor
-0.2
CPT0078830003
Tumor
-0.2
CPT0026420001
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0000890001
Normal
-0.2
CPT0011240003
Tumor
-0.3
CPT0077110003
Tumor
-0.3
CPT0014470001
Normal
-0.3
CPT0001190001
Normal
-0.3
CPT0069190001
Normal
-0.3
CPT0012570003
Normal
-0.3
CPT0025880003
Tumor
-0.3
CPT0025050003
Tumor
-0.3
CPT0088500001
Normal
-0.3
CPT0063630003
Tumor
-0.3
CPT0082010001
Normal
-0.3
CPT0020020001
Normal
-0.3
CPT0025350003
Tumor
-0.3
CPT0088570001
Normal
-0.3
CPT0088480003
Tumor
-0.3
CPT0014370004
Tumor
-0.3
CPT0065870003
Tumor
-0.3
CPT0020130001
Normal
-0.3
CPT0065430003
Tumor
-0.3
CPT0011410003
Tumor
-0.3
CPT0092160003
Tumor
-0.3
CPT0001540009
Tumor
-0.3
CPT0086870003
Tumor
-0.3
CPT0077320001
Normal
-0.3
CPT0010110003
Tumor
-0.4
CPT0063640001
Normal
-0.4
CPT0079230003
Tumor
-0.4
CPT0077140001
Normal
-0.4
CPT0006530001
Normal
-0.4
CPT0014130001
Normal
-0.4
CPT0084560003
Tumor
-0.4
CPT0025110003
Tumor
-0.4
CPT0023350003
Tumor
-0.4
CPT0066520001
Normal
-0.4
CPT0000660001
Normal
-0.4
CPT0013790003
Normal
-0.4
CPT0010120001
Normal
-0.4
CPT0063330001
Normal
-0.4
CPT0081600003
Tumor
-0.4
CPT0079480003
Tumor
-0.4
CPT0000640003
Tumor
-0.4
CPT0085670003
Tumor
-0.5
CPT0007320003
Tumor
-0.5
CPT0079270003
Tumor
-0.5
CPT0026410003
Tumor
-0.5
CPT0075170001
Normal
-0.5
CPT0078530001
Normal
-0.5
CPT0006440003
Tumor
-0.5
CPT0001260009
Tumor
-0.5
CPT0086820003
Tumor
-0.5
CPT0079410003
Tumor
-0.5
CPT0086830003
Normal
-0.5
CPT0075130003
Tumor
-0.6
CPT0084590001
Normal
-0.6
CPT0012370003
Tumor
-0.6
CPT0088550004
Tumor
-0.6
CPT0075720003
Tumor
-0.6
CPT0001270001
Normal
-0.6
CPT0017850003
Tumor
-0.6
CPT0086950003
Tumor
-0.6
CPT0092190003
Normal
-0.6
CPT0071150004
Tumor
-0.8
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
