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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.
IDH3G is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
74.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
143.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
136.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
119.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
114.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
112.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
111.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
109.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
102.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
102.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
97.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
91.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
91.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
87.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
86.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
84.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
83.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
82.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
82.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
81.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
80.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
80.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
79.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
79.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
78.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
78.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
77.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
76.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
76.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
75.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
75.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
74.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
73.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
71.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
70.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
69.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
69.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
69.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
69.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
68.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
68.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
66.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
62.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
61.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
61.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
59.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
59.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
59.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
57.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
55.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
55.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
55.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
55.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
51.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
51.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
51.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
50.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
50.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
49.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
48.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
48.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
43.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
40.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
33.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 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.
IDH3G is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
51.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
123.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
121.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
119.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
111.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
108.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
108.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
104.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
90.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
89.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
88.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
85.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
81.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
80.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
80.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
80.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
79.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
79.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
77.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
77.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
76.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
76.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
75.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
75.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
73.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
73.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
73.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
73.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
73.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
72.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
72.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
72.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
72.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
71.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
71.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
71.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
71.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
71.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
70.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
70.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
70.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
69.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
69.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
69.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
69.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
69.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
68.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
68.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
68.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
68.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
68.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
68.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
68.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
68.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
67.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
67.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
67.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
66.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
66.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
66.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
66.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
66.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
66.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
66.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
66.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
65.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
65.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
65.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
65.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
65.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
65.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
65.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
65.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
65.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
64.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
64.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
64.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
64.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
64.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
64.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
64.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
64.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
64.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
64.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
64.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
63.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
63.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
63.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
63.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
63.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
62.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
62.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
62.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
62.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
62.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
62.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
62.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
61.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
61.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
61.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
61.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
61.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
61.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
61.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
61.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
61.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
61.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
60.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
60.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
60.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
60.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
60.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
60.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
60.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
60.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
60.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
59.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
59.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
59.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
59.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
59.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
59.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
59.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
59.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
59.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
59.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
59.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
58.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
58.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
58.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
58.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
58.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
58.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
58.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
58.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
58.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
58.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
58.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
58.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
57.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
57.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
57.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
57.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
57.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
57.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
57.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
57.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
57.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
57.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
57.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
57.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
57.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
57.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
57.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
56.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
56.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
56.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
56.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
56.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
56.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
56.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
56.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
56.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
56.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
56.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
56.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
56.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
56.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
56.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
56.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
56.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
55.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
55.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
55.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
55.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
55.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
55.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
55.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
55.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
55.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
55.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
55.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
55.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
55.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
55.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
55.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
55.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
55.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
55.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
55.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
55.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
55.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
54.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
54.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
54.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
54.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
54.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
54.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
54.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
54.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
54.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
54.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
54.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
54.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
53.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
53.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
53.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
53.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
53.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
53.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
53.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
53.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
53.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
53.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
53.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
53.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
53.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
53.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
53.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
53.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
53.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
53.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
52.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
52.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
52.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
52.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
52.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
52.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
52.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
52.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
52.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
52.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
52.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
52.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
52.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
52.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
52.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
52.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
52.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
52.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
51.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
51.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
51.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
51.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
51.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
51.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
51.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
51.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
51.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
51.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
51.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
51.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
51.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
51.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
51.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
51.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
51.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
51.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
51.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
51.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
51.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
51.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
51.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
51.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
50.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
50.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
50.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
50.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
50.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
50.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
50.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
50.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
50.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
50.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
50.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
50.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
49.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
49.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
49.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
49.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
49.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
49.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
49.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
49.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
49.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
49.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
49.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
49.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
49.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
49.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
49.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
49.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
49.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
48.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
48.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
48.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
48.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
48.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
48.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
48.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
48.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
48.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
48.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
48.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
48.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
48.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
48.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
48.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
48.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
48.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
48.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
48.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
48.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
48.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
48.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
48.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
47.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
47.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
47.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
47.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
47.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
47.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
47.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
47.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
47.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
47.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
47.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
47.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
47.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
47.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
47.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
47.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
47.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
46.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
46.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
46.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
46.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
46.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
46.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
46.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
46.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
46.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
46.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
46.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
46.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
46.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
46.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
45.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
45.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
45.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
45.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
45.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
45.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
45.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
45.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
45.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
45.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
45.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
45.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
45.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
45.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
44.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
44.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
44.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
44.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
44.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
44.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
44.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
44.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
44.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
44.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
43.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
43.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
43.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
43.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
43.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
43.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
43.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
43.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
43.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
43.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
43.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
43.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
43.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
43.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
43.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
43.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
43.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
43.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
43.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
43.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
42.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
42.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
42.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
42.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
42.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
42.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
42.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
42.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
42.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
42.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
42.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
42.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
42.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
42.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
42.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
41.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
41.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
41.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
41.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
41.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
41.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
41.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
41.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
40.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
40.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
40.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
40.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
40.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
40.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
40.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
40.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
40.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
40.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
40.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
40.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
40.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
39.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
39.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
39.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
39.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
39.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
39.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
39.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
39.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
39.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
39.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
39.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
39.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
39.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
39.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
39.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
39.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
38.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
38.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
38.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
38.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
38.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
38.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
38.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
38.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
38.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
38.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
38.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
38.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
38.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
38.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
38.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
38.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
38.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
38.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
37.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
37.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
37.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
37.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
37.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
37.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
37.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
36.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
36.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
36.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
36.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
36.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
36.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
36.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
36.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
36.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
36.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
35.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
35.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
35.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
35.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
35.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
34.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
34.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
34.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
33.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
33.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
33.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
33.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
33.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
32.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
32.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
32.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
32.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
32.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
32.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
32.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
32.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
31.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
31.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
31.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
31.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
31.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
29.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
29.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
28.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
28.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
28.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
27.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
27.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
27.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
26.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
26.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
25.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
25.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
23.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
17.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
17.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
15.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
3.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IDH3G 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
49.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
276.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
110.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
104.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
82.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
82.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
77.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
69.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
68.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
68.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
62.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
62.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
61.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
59.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
59.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
57.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
56.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
56.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
56.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
55.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
54.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
53.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
53.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
53.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
52.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
52.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
51.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
51.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
51.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
49.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
49.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
48.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
48.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
48.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
47.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
47.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
47.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
47.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
47.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
47.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
46.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
46.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
46.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
46.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
46.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
46.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
45.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
45.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
45.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
44.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
44.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
44.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
44.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
44.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
44.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
43.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
43.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
43.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
43.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
43.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
43.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
42.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
42.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
42.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
42.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
42.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
42.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
42.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
41.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
41.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
41.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
41.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
41.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
41.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
41.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
41.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
40.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
40.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
40.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
38.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
38.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
38.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
36.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
36.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
36.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
35.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
34.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
34.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
33.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
32.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
32.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
32.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
30.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
29.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
28.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
27.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
27.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
25.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
24.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
24.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IDH3G is potential prognostic, high expression is favorable 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
82.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
185.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
184.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
176.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
173.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
173.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
168.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
157.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
155.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
153.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
144.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
141.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
141.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
138.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
137.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
137.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
137.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
136.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
129.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
128.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
127.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
126.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
126.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
124.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
120.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
119.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
119.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
118.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
117.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
117.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
116.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
116.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
115.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
114.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
114.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
111.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
111.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
109.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
109.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
109.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
108.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
108.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
108.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
107.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
107.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
106.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
106.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
105.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
105.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
104.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
103.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
103.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
101.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
101.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
101.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
101.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
100.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
100.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
100.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
100.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
99.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
98.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
98.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
98.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
97.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
97.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
97.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
97.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
97.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
97.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
96.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
96.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
96.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
96.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
96.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
95.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
95.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
94.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
94.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
94.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
93.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
93.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
93.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
93.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
92.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
92.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
91.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
91.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
90.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
89.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
89.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
89.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
88.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
88.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
88.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
87.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
86.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
86.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
85.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
85.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
85.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
85.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
84.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
84.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
84.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
84.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
84.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
83.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
83.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
83.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
83.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
83.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
83.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
82.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
82.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
82.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
82.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
81.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
81.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
81.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
81.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
80.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
80.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
80.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
80.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
80.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
79.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
79.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
79.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
79.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
79.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
79.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
79.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
79.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
79.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
78.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
78.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
78.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
77.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
77.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
77.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
77.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
77.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
76.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
76.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
76.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
76.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
76.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
75.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
75.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
75.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
75.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
75.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
74.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
74.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
74.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
74.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
74.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
74.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
74.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
73.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
73.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
73.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
73.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
73.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
73.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
73.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
72.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
72.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
72.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
72.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
72.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
71.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
71.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
71.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
71.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
70.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
70.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
70.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
70.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
70.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
69.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
69.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
69.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
69.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
69.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
69.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
69.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
68.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
68.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
68.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
68.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
68.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
68.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
67.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
67.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
67.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
67.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
67.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
66.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
66.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
66.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
66.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
65.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
65.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
65.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
65.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
65.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
65.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
65.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
65.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
64.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
64.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
64.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
64.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
63.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
63.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
62.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
62.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
61.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
61.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
61.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
61.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
60.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
60.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
60.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
60.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
60.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
60.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
60.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
59.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
59.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
59.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
59.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
58.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
58.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
57.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
57.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
57.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
57.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
57.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
57.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
57.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
56.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
56.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
56.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
56.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
56.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
55.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
55.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
54.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
54.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
53.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
53.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
53.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
53.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
51.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
51.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
51.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
51.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
51.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
50.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
50.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
50.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
49.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
48.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
48.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
47.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
46.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
46.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
46.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
45.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
43.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
42.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
41.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
41.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
41.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
38.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
33.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
33.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
32.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
26.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
24.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
1.8
CPT0078660003
Tumor
1.6
CPT0002270011
Tumor
1.3
CPT0001500009
Tumor
0.6
CPT0014470001
Normal
0.6
CPT0009080003
Normal
0.5
CPT0066430001
Normal
0.5
CPT0076350001
Normal
0.4
CPT0088640003
Normal
0.4
CPT0025610001
Normal
0.4
CPT0088780001
Normal
0.4
CPT0009020003
Normal
0.4
CPT0089480003
Normal
0.4
CPT0078840001
Normal
0.4
CPT0023710001
Normal
0.4
CPT0079430001
Normal
0.4
CPT0077500001
Normal
0.4
CPT0009060003
Tumor
0.4
CPT0077140001
Normal
0.4
CPT0000790001
Normal
0.4
CPT0078530001
Normal
0.4
CPT0081620001
Normal
0.3
CPT0006950001
Normal
0.3
CPT0020130001
Normal
0.3
CPT0087050003
Normal
0.3
CPT0069000003
Tumor
0.3
CPT0065450001
Normal
0.3
CPT0069010001
Normal
0.3
CPT0092800003
Normal
0.3
CPT0001350001
Normal
0.3
CPT0012090003
Normal
0.3
CPT0012770003
Normal
0.3
CPT0012640003
Normal
0.3
CPT0088970003
Tumor
0.3
CPT0078670001
Normal
0.3
CPT0088500001
Normal
0.3
CPT0092310003
Normal
0.3
CPT0086830003
Normal
0.3
CPT0006530001
Normal
0.3
CPT0012570003
Normal
0.3
CPT0078940001
Normal
0.3
CPT0064370003
Tumor
0.3
CPT0017450001
Normal
0.3
CPT0086370003
Normal
0.3
CPT0088710001
Normal
0.2
CPT0088920001
Normal
0.2
CPT0018250001
Normal
0.2
CPT0086890003
Normal
0.2
CPT0025060001
Normal
0.2
CPT0012290003
Normal
0.2
CPT0020020001
Normal
0.2
CPT0026420001
Normal
0.2
CPT0012180003
Tumor
0.2
CPT0023360001
Normal
0.2
CPT0092740003
Normal
0.2
CPT0001550001
Normal
0.2
CPT0019160001
Normal
0.2
CPT0007870001
Normal
0.2
CPT0063330001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0079000001
Normal
0.2
CPT0024680001
Normal
0.2
CPT0001510001
Normal
0.2
CPT0082010001
Normal
0.2
CPT0014350001
Normal
0.1
CPT0089040001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0012670003
Tumor
0.1
CPT0014130001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0001190001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0007860003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0077310003
Tumor
0.1
CPT0010170001
Normal
0.1
CPT0079510001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0064400001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0000780007
Tumor
0.0
CPT0086870003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0086970003
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0014450004
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0088550004
Tumor
0.0
CPT0015730003
Tumor
0.0
CPT0020120003
Tumor
0.0
CPT0009000003
Tumor
0.0
CPT0075170001
Normal
-0.1
CPT0081600003
Tumor
-0.1
CPT0069160003
Tumor
-0.1
CPT0089460004
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0079410003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0092290003
Tumor
-0.1
CPT0007320003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0010160003
Tumor
-0.2
CPT0065750003
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0076330003
Tumor
-0.2
CPT0010120001
Normal
-0.2
CPT0087040003
Tumor
-0.2
CPT0078800003
Tumor
-0.2
CPT0000640003
Tumor
-0.2
CPT0026410003
Tumor
-0.2
CPT0092160003
Tumor
-0.2
CPT0001270001
Normal
-0.2
CPT0081880003
Tumor
-0.2
CPT0012900004
Tumor
-0.2
CPT0065810003
Tumor
-0.2
CPT0063320003
Tumor
-0.2
CPT0017410003
Tumor
-0.2
CPT0075560003
Tumor
-0.3
CPT0001260009
Tumor
-0.3
CPT0001180009
Tumor
-0.3
CPT0077320001
Normal
-0.3
CPT0023350003
Tumor
-0.3
CPT0012550003
Tumor
-0.3
CPT0006630003
Tumor
-0.3
CPT0012080003
Tumor
-0.3
CPT0025050003
Tumor
-0.3
CPT0000870016
Tumor
-0.3
CPT0014370004
Tumor
-0.3
CPT0088630003
Tumor
-0.3
CPT0084590001
Normal
-0.3
CPT0086030003
Tumor
-0.3
CPT0078830003
Tumor
-0.3
CPT0092190003
Normal
-0.3
CPT0077490003
Tumor
-0.3
CPT0079480003
Tumor
-0.3
CPT0025880003
Tumor
-0.3
CPT0012370003
Tumor
-0.3
CPT0019990003
Tumor
-0.3
CPT0015910003
Tumor
-0.3
CPT0066480003
Tumor
-0.3
CPT0086820003
Tumor
-0.4
CPT0086950003
Tumor
-0.4
CPT0092730003
Tumor
-0.4
CPT0021240003
Tumor
-0.4
CPT0075720003
Tumor
-0.4
CPT0088480003
Tumor
-0.4
CPT0063630003
Tumor
-0.4
CPT0015810003
Tumor
-0.4
CPT0011410003
Tumor
-0.4
CPT0066470004
Tumor
-0.4
CPT0019130003
Tumor
-0.4
CPT0023690003
Tumor
-0.4
CPT0001540009
Tumor
-0.4
CPT0011240003
Tumor
-0.4
CPT0085670003
Tumor
-0.4
CPT0025170003
Tumor
-0.4
CPT0010110003
Tumor
-0.4
CPT0002350011
Tumor
-0.4
CPT0075130003
Tumor
-0.5
CPT0006900003
Tumor
-0.5
CPT0025230003
Tumor
-0.5
CPT0086360003
Tumor
-0.5
CPT0081990003
Tumor
-0.5
CPT0065430003
Tumor
-0.5
CPT0025110003
Tumor
-0.5
CPT0071150004
Tumor
-0.5
CPT0012280003
Tumor
-0.5
CPT0078930003
Tumor
-0.5
CPT0079270003
Tumor
-0.5
CPT0088690003
Tumor
-0.6
CPT0001340003
Tumor
-0.6
CPT0014160003
Tumor
-0.6
CPT0065930003
Tumor
-0.6
CPT0065690003
Tumor
-0.6
CPT0025290003
Tumor
-0.6
CPT0025580004
Tumor
-0.7
CPT0017850003
Tumor
-0.7
CPT0078990003
Tumor
-0.7
CPT0077110003
Tumor
-0.7
CPT0001220008
Tumor
-0.7
CPT0088760003
Tumor
-0.7
CPT0084560003
Tumor
-0.8
CPT0065870003
Tumor
-0.8
CPT0025350003
Tumor
-0.8
CPT0079380003
Tumor
-0.8
CPT0079230003
Tumor
-0.9
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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
