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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.
VDAC3 is potential prognostic, high expression is unfavorable 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
82.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
169.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
159.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
150.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
122.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
121.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
120.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
119.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
115.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
114.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
112.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
110.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
108.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
107.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
105.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
104.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
103.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
100.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
100.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
97.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
96.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
96.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
96.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
95.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
95.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
93.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
91.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
90.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
88.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
86.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
80.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
79.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
78.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
78.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
78.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
76.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
76.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
75.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
75.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
72.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
70.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
69.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
68.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
67.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
66.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
65.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
65.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
64.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
64.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
63.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
62.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
61.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
60.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
59.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
58.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
58.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
52.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
46.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
42.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
41.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
40.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
27.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
24.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
17.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
VDAC3 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
77.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
223.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
190.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
187.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
165.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
155.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
148.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
145.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
138.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
138.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
137.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
136.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
136.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
131.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
127.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
127.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
125.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
124.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
122.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
122.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
119.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
118.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
118.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
117.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
116.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
116.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
116.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
115.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
114.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
113.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
113.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
113.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
112.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
112.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
111.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
111.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
110.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
110.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
109.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
109.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
109.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
109.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
109.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
109.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
108.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
108.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
108.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
108.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
108.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
107.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
107.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
107.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
106.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
106.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
106.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
105.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
105.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
105.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
105.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
105.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
105.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
104.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
104.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
103.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
103.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
103.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
103.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
103.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
102.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
102.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
102.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
102.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
102.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
102.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
102.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
102.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
101.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
101.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
101.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
101.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
101.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
101.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
101.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
100.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
100.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
100.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
100.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
99.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
99.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
99.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
99.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
99.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
98.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
98.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
98.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
98.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
97.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
97.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
97.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
97.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
97.1
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-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
96.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
96.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
95.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
95.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
95.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
94.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
94.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
94.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
94.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
94.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
94.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
94.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
94.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
94.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
94.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
94.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
94.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
94.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
94.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
94.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
93.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
93.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
93.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
93.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
93.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
93.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
93.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
93.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
93.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
92.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
92.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
92.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
92.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
92.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
92.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
92.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
92.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
92.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
92.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
92.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
92.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
92.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
91.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
91.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
91.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
91.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
91.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
91.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
91.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
90.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
90.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
90.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
90.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
90.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
90.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
90.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
90.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
89.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
89.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
89.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
89.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
89.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
89.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
89.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
89.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
89.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
89.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
89.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
89.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
88.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
88.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
88.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
88.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
88.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
88.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
88.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
88.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
88.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
87.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
87.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
87.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
87.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
87.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
87.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
87.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
87.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
86.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
86.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
86.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
86.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
86.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
86.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
86.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
86.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
86.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
86.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
85.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
85.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
85.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
85.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
85.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
85.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
85.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
85.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
85.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
85.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
84.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
84.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
84.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
84.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
84.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
84.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
84.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
84.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
83.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
83.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
83.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
83.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
83.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
83.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
83.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
83.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
83.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
82.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
82.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
82.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
82.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
82.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
82.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
82.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
81.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
81.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
81.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
81.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
80.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
80.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
80.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
80.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
80.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
80.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
80.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
80.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
79.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
79.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
79.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
79.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
79.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
79.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
79.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
79.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
79.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
79.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
79.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
78.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
78.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
78.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
78.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
78.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
78.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
78.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
77.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
77.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
77.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
77.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
77.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
77.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
77.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
77.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
76.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
76.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
76.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
76.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
76.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
76.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
76.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
76.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
76.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
76.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
75.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
75.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
75.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
75.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
75.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
75.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
75.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
75.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
74.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
74.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
74.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
74.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
74.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
73.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
73.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
73.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
73.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
73.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
73.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
72.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
72.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
72.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
72.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
72.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
72.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
72.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
71.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
71.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
71.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
71.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
71.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
71.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
70.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
70.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
70.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
70.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
70.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
70.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
70.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
69.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
69.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
69.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
69.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
69.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
69.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
69.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
69.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
69.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
69.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
68.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
68.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
68.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
68.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
68.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
68.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
68.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
68.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
67.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
67.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
67.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
67.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
67.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
67.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
67.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
67.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
66.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
66.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
66.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
66.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
66.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
66.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
66.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
66.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
66.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
66.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
66.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
65.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
65.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
65.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
65.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
64.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
64.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
64.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
64.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
64.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
63.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
63.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
63.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
63.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
62.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
62.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
62.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
62.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
62.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
61.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
61.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
61.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
61.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
61.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
61.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
61.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
61.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
60.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
60.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
60.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
60.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
60.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
60.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
60.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
60.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
59.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
59.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
59.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
59.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
59.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
58.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
58.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
58.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
58.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
58.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
58.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
58.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
57.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
57.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
57.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
57.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
57.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
56.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
56.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
56.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
56.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
56.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
56.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
56.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
56.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
56.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
56.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
56.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
56.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
55.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
55.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
55.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
55.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
55.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
55.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
55.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
55.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
55.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
55.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
55.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
54.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
54.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
54.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
54.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
54.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
54.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
53.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
53.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
53.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
52.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
52.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
52.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
52.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
51.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
51.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
51.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
51.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
51.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
50.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
50.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
50.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
49.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
49.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
49.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
49.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
49.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
49.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
49.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
48.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
48.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
47.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
47.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
47.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
47.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
46.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
46.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
46.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
46.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
45.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
45.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
44.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
44.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
44.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
44.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
43.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
43.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
43.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
42.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
42.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
42.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
42.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
41.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
41.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
40.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
40.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
40.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
40.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
39.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
39.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
38.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
37.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
37.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
37.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
36.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
36.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
36.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
36.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
36.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
35.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
35.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
35.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
34.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
33.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
33.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
33.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
32.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
31.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
30.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
29.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
29.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
28.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
27.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
22.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
21.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
21.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
20.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
19.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
19.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
15.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
14.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
VDAC3 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
77.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
162.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
157.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
141.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
121.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
116.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
112.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
112.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
109.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
106.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
103.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
102.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
100.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
99.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
99.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
98.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
98.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
97.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
97.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
97.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
96.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
94.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
94.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
94.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
93.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
91.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
90.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
89.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
88.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
87.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
87.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
86.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
86.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
85.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
85.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
84.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
84.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
83.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
83.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
83.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
82.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
81.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
81.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
81.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
80.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
80.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
79.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
79.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
78.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
76.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
76.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
76.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
76.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
76.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
76.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
74.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
73.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
72.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
72.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
71.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
70.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
70.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
70.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
70.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
70.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
69.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
69.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
68.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
68.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
65.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
65.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
64.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
64.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
63.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
61.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
61.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
60.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
60.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
60.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
59.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
57.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
53.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
53.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
53.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
53.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
53.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
52.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
52.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
52.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
51.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
51.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
49.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
48.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
47.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
44.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
41.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
40.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
38.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
36.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
31.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 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.
VDAC3 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
78.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
285.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
269.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
198.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
164.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
152.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
150.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
144.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
134.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
130.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
129.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
128.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
126.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
126.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
125.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
125.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
123.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
123.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
123.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
120.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
119.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
119.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
118.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
117.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
117.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
114.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
114.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
113.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
113.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
113.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
113.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
112.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
111.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
110.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
110.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
110.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
108.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
107.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
107.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
107.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
106.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
106.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
106.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
105.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
105.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
105.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
104.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
104.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
104.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
104.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
103.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
102.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
101.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
100.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
100.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
99.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
98.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
98.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
98.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
98.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
97.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
97.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
97.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
96.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
96.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
95.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
95.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
95.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
94.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
94.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
94.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
94.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
94.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
93.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
92.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
92.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
91.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
91.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
90.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
90.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
89.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
89.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
89.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
88.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
88.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
88.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
88.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
88.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
88.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
87.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
86.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
86.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
85.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
85.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
85.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
85.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
84.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
84.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
84.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
84.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
84.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
84.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
83.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
83.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
83.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
83.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
83.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
83.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
82.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
82.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
82.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
82.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
82.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
82.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
82.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
82.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
81.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
81.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
81.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
81.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
80.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
80.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
80.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
80.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
80.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
80.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
79.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
79.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
79.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
79.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
79.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
79.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
79.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
78.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
78.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
78.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
78.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
77.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
77.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
77.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
77.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
77.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
77.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
76.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
76.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
76.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
76.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
75.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
75.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
75.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
75.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
74.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
74.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
74.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
74.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
73.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
73.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
73.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
73.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
73.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
72.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
72.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
72.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
72.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
71.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
71.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
71.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
70.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
70.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
70.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
70.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
68.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
68.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
68.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
68.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
67.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
67.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
67.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
67.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
67.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
67.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
66.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
66.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
66.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
65.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
65.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
65.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
65.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
65.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
64.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
64.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
63.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
63.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
63.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
63.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
63.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
63.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
62.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
61.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
61.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
61.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
61.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
60.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
60.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
60.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
60.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
60.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
60.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
59.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
59.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
59.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
59.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
59.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
59.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
58.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
58.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
58.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
58.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
58.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
58.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
57.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
57.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
57.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
57.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
56.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
56.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
56.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
56.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
56.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
55.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
55.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
55.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
54.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
54.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
54.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
53.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
53.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
53.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
52.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
52.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
52.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
51.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
51.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
51.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
51.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
50.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
49.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
47.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
47.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
46.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
46.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
45.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
45.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
45.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
45.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
45.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
45.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
43.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
43.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
43.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
43.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
42.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
42.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
41.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
39.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
39.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
37.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
35.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
35.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
34.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
33.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
33.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
31.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
31.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
30.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
30.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
29.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
29.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
27.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
25.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
25.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
23.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
20.7
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002270011
Tumor
1.8
CPT0078660003
Tumor
1.0
CPT0000790001
Normal
0.8
CPT0065450001
Normal
0.7
CPT0081880003
Tumor
0.7
CPT0023350003
Tumor
0.7
CPT0088640003
Normal
0.7
CPT0024670003
Tumor
0.6
CPT0001550001
Normal
0.6
CPT0092800003
Normal
0.6
CPT0006730001
Normal
0.6
CPT0001230001
Normal
0.6
CPT0026420001
Normal
0.6
CPT0001350001
Normal
0.6
CPT0089480003
Normal
0.5
CPT0007470001
Normal
0.5
CPT0079430001
Normal
0.5
CPT0088920001
Normal
0.5
CPT0077140001
Normal
0.5
CPT0079000001
Normal
0.5
CPT0006950001
Normal
0.5
CPT0023710001
Normal
0.5
CPT0010170001
Normal
0.5
CPT0088500001
Normal
0.5
CPT0023360001
Normal
0.5
CPT0007870001
Normal
0.5
CPT0001510001
Normal
0.5
CPT0069010001
Normal
0.5
CPT0078670001
Normal
0.5
CPT0066430001
Normal
0.5
CPT0014350001
Normal
0.5
CPT0078940001
Normal
0.4
CPT0092310003
Normal
0.4
CPT0079300001
Normal
0.4
CPT0025920001
Normal
0.4
CPT0078840001
Normal
0.4
CPT0077500001
Normal
0.4
CPT0088780001
Normal
0.4
CPT0086370003
Normal
0.4
CPT0086830003
Normal
0.4
CPT0081620001
Normal
0.4
CPT0088710001
Normal
0.4
CPT0025060001
Normal
0.4
CPT0087050003
Normal
0.4
CPT0082010001
Normal
0.4
CPT0089040001
Normal
0.4
CPT0014130001
Normal
0.4
CPT0092740003
Normal
0.4
CPT0025610001
Normal
0.4
CPT0019160001
Normal
0.3
CPT0064400001
Normal
0.3
CPT0065820001
Normal
0.3
CPT0086890003
Normal
0.3
CPT0007320003
Tumor
0.3
CPT0063330001
Normal
0.3
CPT0001500009
Tumor
0.3
CPT0079180003
Tumor
0.3
CPT0020020001
Normal
0.3
CPT0006530001
Normal
0.3
CPT0002370001
Normal
0.3
CPT0015730003
Tumor
0.3
CPT0069000003
Tumor
0.3
CPT0076350001
Normal
0.3
CPT0013790003
Normal
0.3
CPT0020130001
Normal
0.3
CPT0069190001
Normal
0.2
CPT0014470001
Normal
0.2
CPT0088970003
Tumor
0.2
CPT0088570001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0086970003
Normal
0.2
CPT0086870003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0000890001
Normal
0.2
CPT0020120003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0078530001
Normal
0.1
CPT0012640003
Normal
0.1
CPT0012570003
Normal
0.1
CPT0025050003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0012290003
Normal
0.0
CPT0079510001
Normal
0.0
CPT0086950003
Tumor
0.0
CPT0012090003
Normal
-0.1
CPT0078800003
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0075130003
Tumor
-0.1
CPT0018250001
Normal
-0.1
CPT0014450004
Tumor
-0.1
CPT0025880003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0088690003
Tumor
-0.1
CPT0087040003
Tumor
-0.2
CPT0086360003
Tumor
-0.2
CPT0075170001
Normal
-0.2
CPT0014160003
Tumor
-0.2
CPT0012280003
Tumor
-0.2
CPT0012180003
Tumor
-0.2
CPT0025170003
Tumor
-0.2
CPT0010110003
Tumor
-0.2
CPT0010120001
Normal
-0.2
CPT0001260009
Tumor
-0.2
CPT0088480003
Tumor
-0.2
CPT0092190003
Normal
-0.3
CPT0088630003
Tumor
-0.3
CPT0069160003
Tumor
-0.3
CPT0084590001
Normal
-0.3
CPT0001540009
Tumor
-0.3
CPT0092290003
Tumor
-0.3
CPT0092160003
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0088900003
Tumor
-0.3
CPT0079270003
Tumor
-0.3
CPT0006900003
Tumor
-0.3
CPT0025290003
Tumor
-0.3
CPT0025230003
Tumor
-0.4
CPT0092730003
Tumor
-0.4
CPT0001270001
Normal
-0.4
CPT0079410003
Tumor
-0.4
CPT0065810003
Tumor
-0.4
CPT0075560003
Tumor
-0.4
CPT0001180009
Tumor
-0.4
CPT0077320001
Normal
-0.4
CPT0065750003
Tumor
-0.4
CPT0078510003
Tumor
-0.4
CPT0065430003
Tumor
-0.5
CPT0086030003
Tumor
-0.5
CPT0089460004
Tumor
-0.5
CPT0007860003
Tumor
-0.5
CPT0024680001
Normal
-0.5
CPT0009020003
Normal
-0.5
CPT0015910003
Tumor
-0.5
CPT0076330003
Tumor
-0.5
CPT0001220008
Tumor
-0.5
CPT0015810003
Tumor
-0.5
CPT0026410003
Tumor
-0.5
CPT0017850003
Tumor
-0.5
CPT0079480003
Tumor
-0.5
CPT0009000003
Tumor
-0.5
CPT0079230003
Tumor
-0.5
CPT0078830003
Tumor
-0.6
CPT0077110003
Tumor
-0.6
CPT0065690003
Tumor
-0.6
CPT0010160003
Tumor
-0.6
CPT0025110003
Tumor
-0.6
CPT0081600003
Tumor
-0.6
CPT0001340003
Tumor
-0.6
CPT0086820003
Tumor
-0.6
CPT0088760003
Tumor
-0.6
CPT0006630003
Tumor
-0.6
CPT0025350003
Tumor
-0.6
CPT0063630003
Tumor
-0.6
CPT0012080003
Tumor
-0.6
CPT0014370004
Tumor
-0.6
CPT0075720003
Tumor
-0.6
CPT0077310003
Tumor
-0.6
CPT0011410003
Tumor
-0.7
CPT0019990003
Tumor
-0.7
CPT0023690003
Tumor
-0.7
CPT0092790003
Tumor
-0.7
CPT0019130003
Tumor
-0.7
CPT0078930003
Tumor
-0.7
CPT0089020003
Tumor
-0.7
CPT0000640003
Tumor
-0.7
CPT0000870016
Tumor
-0.7
CPT0066470004
Tumor
-0.7
CPT0025580004
Tumor
-0.7
CPT0012370003
Tumor
-0.7
CPT0078990003
Tumor
-0.8
CPT0000780007
Tumor
-0.8
CPT0079380003
Tumor
-0.8
CPT0012920003
Normal
-0.8
CPT0021240003
Tumor
-0.8
CPT0009080003
Normal
-0.8
CPT0006440003
Tumor
-0.9
CPT0085670003
Tumor
-0.9
CPT0065870003
Tumor
-0.9
CPT0088550004
Tumor
-0.9
CPT0063320003
Tumor
-0.9
CPT0071150004
Tumor
-0.9
CPT0065930003
Tumor
-1.0
CPT0012550003
Tumor
-1.0
CPT0066480003
Tumor
-1.0
CPT0009060003
Tumor
-1.1
CPT0077490003
Tumor
-1.1
CPT0012900004
Tumor
-1.1
CPT0081990003
Tumor
-1.1
CPT0084560003
Tumor
-1.3
CPT0011240003
Tumor
-1.7
CPT0017410003
Tumor
-1.8
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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
