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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.
ABHD14B 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
84.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
165.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
145.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
145.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
144.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
144.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
141.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
139.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
135.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
128.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
123.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
122.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
118.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
117.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
113.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
112.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
111.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
105.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
105.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
104.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
100.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
98.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
97.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
92.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
90.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
89.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
85.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
83.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
81.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
80.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
77.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
77.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
76.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
75.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
74.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
74.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
73.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
72.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
71.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
70.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
69.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
69.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
69.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
67.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
67.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
67.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
67.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
61.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
60.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
59.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
57.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
56.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
56.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
55.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
50.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
48.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
47.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
47.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
46.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
45.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
44.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
29.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
28.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
27.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 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.
ABHD14B is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
57.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
182.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
160.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
136.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
125.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
124.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
121.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
115.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
113.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
112.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
111.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
110.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
109.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
106.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
106.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
104.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
103.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
103.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
101.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
99.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
99.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
96.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
94.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
93.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
92.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
90.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
89.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
89.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
89.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
89.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
88.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
86.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
86.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
86.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
85.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
85.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
85.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
85.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
85.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
85.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
84.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
84.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
84.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
83.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
83.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
83.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
83.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
82.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
81.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
81.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
81.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
81.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
81.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
80.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
80.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
79.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
79.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
79.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
79.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
78.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
78.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
78.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
77.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
77.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
77.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
77.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
77.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
76.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
76.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
76.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
76.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
76.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
76.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
76.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
76.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
76.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
75.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
75.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
75.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
75.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
74.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
74.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
74.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
74.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
74.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
73.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
73.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
73.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
73.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
73.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
72.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
72.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
72.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
72.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
71.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
71.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
71.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
71.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
70.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
70.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
70.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
70.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
70.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
70.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
70.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
70.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
70.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
70.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
69.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
69.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
69.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
68.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
68.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
68.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
68.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
68.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
68.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
68.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
68.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
68.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
68.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
68.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
68.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
67.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
67.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
67.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
67.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
67.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
67.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
66.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
66.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
66.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
65.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
65.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
65.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
65.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
65.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
65.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
65.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
65.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
65.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
65.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
64.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
64.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
64.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
64.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
64.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
64.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
64.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
64.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
64.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
64.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
63.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
63.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
63.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
63.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
63.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
63.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
63.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
63.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
62.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
62.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
62.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
62.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
62.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
62.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
62.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
61.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
61.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
61.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
61.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
61.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
61.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
61.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
61.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
61.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
61.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
61.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
60.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
60.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
60.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
60.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
60.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
60.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
59.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
59.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
59.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
59.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
59.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
59.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
59.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
59.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
59.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
59.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
59.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
59.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
59.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
59.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
59.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
59.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
59.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
58.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
58.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
58.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
58.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
58.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
58.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
58.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
58.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
58.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
58.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
58.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
58.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
57.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
57.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
57.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
57.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
57.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
57.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
57.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
57.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
57.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
57.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
57.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
57.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
57.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
57.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
57.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
57.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
57.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
56.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
56.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
56.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
56.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
56.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
56.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
56.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
56.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
56.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
55.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
55.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
55.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
55.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
55.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
55.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
55.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
55.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
55.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
55.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
55.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
55.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
55.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
55.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
54.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
54.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
54.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
54.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
54.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
54.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
54.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
54.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
54.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
54.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
54.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
54.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
53.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
53.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
53.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
53.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
53.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
53.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
53.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
53.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
53.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
53.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
53.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
53.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
53.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
52.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
52.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
52.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
52.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
52.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
52.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
52.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
52.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
52.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
52.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
52.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
52.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
52.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
52.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
52.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
52.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
52.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
52.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
52.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
52.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
51.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
51.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
51.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
51.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
51.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
51.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
51.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
51.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
51.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
51.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
51.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
51.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
51.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
51.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
51.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
51.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
51.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
51.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
51.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
51.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
51.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
50.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
50.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
50.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
50.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
50.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
50.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
50.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
50.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
50.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
50.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
50.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
50.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
50.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
49.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
49.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
49.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
49.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
49.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
49.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
49.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
49.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
49.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
49.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
49.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
49.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
49.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
49.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
49.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
48.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
48.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
48.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
48.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
48.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
48.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
48.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
48.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
48.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
48.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
48.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
48.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
48.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
48.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
48.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
48.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
47.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
47.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
47.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
47.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
47.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
47.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
47.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
47.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
47.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
47.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
47.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
46.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
46.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
46.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
46.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
46.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
46.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
46.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
46.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
46.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
46.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
46.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
46.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
46.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
45.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
45.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
45.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
45.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
45.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
45.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
45.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
45.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
45.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
45.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
44.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
44.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
44.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
44.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
44.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
44.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
44.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
44.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
44.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
43.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
43.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
43.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
43.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
43.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
43.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
43.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
43.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
43.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
43.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
43.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
43.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
42.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
42.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
42.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
42.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
42.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
42.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
42.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
42.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
42.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
42.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
42.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
42.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
42.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
42.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
42.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
41.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
41.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
41.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
41.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
41.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
41.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
41.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
40.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
40.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
40.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
40.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
40.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
40.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
40.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
40.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
40.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
40.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
40.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
39.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
39.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
39.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
39.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
39.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
39.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
39.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
39.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
39.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
38.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
38.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
38.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
38.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
38.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
38.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
38.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
37.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
37.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
37.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
37.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
37.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
36.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
36.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
36.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
36.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
35.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
35.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
35.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
35.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
35.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
35.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
35.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
34.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
34.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
34.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
34.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
34.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
34.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
33.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
33.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
33.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
33.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
32.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
31.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
31.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
31.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
30.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
30.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
30.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
30.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
30.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
29.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
29.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
29.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
29.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
28.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
28.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
28.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
28.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
27.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
27.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
25.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
25.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
25.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
24.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
24.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
20.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
17.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
16.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
15.2
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.
ABHD14B 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
48.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
162.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
150.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
95.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
84.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
84.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
79.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
76.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
71.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
68.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
65.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
63.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
63.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
62.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
61.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
60.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
60.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
59.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
59.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
59.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
59.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
59.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
58.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
57.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
57.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
55.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
55.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
55.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
54.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
53.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
53.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
53.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
52.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
52.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
51.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
50.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
50.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
49.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
49.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
49.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
49.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
48.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
48.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
47.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
47.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
47.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
46.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
45.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
45.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
45.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
45.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
44.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
44.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
44.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
43.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
43.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
43.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
43.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
42.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
42.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
42.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
42.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
42.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
42.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
41.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
41.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
40.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
40.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
40.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
40.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
40.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
40.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
39.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
39.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
39.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
38.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
38.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
38.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
38.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
35.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
35.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
34.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
34.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
34.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
33.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
33.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
32.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
32.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
32.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
31.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
30.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
28.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
27.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
27.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
26.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
26.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
25.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
25.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
21.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
20.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ABHD14B 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
133.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
336.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
304.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
303.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
277.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
267.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
250.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
248.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
247.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
247.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
244.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
240.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
239.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
236.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
233.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
231.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
225.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
224.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
224.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
221.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
219.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
217.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
217.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
216.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
212.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
212.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
210.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
208.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
207.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
205.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
203.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
203.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
202.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
200.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
198.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
196.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
193.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
189.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
189.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
187.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
186.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
186.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
184.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
182.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
182.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
180.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
179.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
178.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
178.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
177.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
176.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
176.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
175.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
173.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
173.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
173.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
172.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
172.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
170.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
170.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
170.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
170.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
168.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
168.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
168.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
166.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
166.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
166.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
166.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
164.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
161.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
161.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
161.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
161.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
160.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
160.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
158.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
157.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
157.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
155.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
153.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
153.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
152.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
151.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
151.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
151.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
151.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
151.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
150.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
150.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
149.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
149.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
149.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
149.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
148.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
147.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
146.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
146.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
146.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
145.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
145.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
144.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
142.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
142.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
141.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
141.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
140.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
139.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
139.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
139.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
139.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
138.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
138.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
138.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
137.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
137.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
137.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
137.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
137.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
136.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
136.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
136.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
136.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
135.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
135.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
134.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
134.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
133.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
132.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
132.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
131.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
130.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
130.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
130.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
129.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
128.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
127.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
127.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
127.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
126.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
126.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
124.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
124.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
124.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
123.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
123.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
122.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
122.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
121.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
121.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
121.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
121.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
120.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
120.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
119.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
119.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
119.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
118.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
118.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
117.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
117.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
117.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
117.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
116.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
116.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
115.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
114.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
114.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
114.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
114.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
113.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
113.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
113.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
112.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
112.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
112.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
111.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
111.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
111.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
110.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
110.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
110.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
110.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
110.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
109.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
108.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
108.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
108.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
108.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
107.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
107.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
107.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
107.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
107.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
105.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
105.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
104.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
104.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
104.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
103.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
103.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
103.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
103.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
103.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
103.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
102.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
102.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
102.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
101.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
101.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
100.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
100.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
100.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
99.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
99.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
98.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
98.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
97.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
97.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
96.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
96.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
95.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
93.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
93.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
93.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
93.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
92.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
92.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
92.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
92.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
92.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
92.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
91.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
91.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
91.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
90.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
89.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
89.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
86.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
86.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
85.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
85.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
85.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
84.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
84.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
83.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
82.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
82.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
81.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
79.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
79.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
78.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
76.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
76.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
75.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
75.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
74.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
72.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
71.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
69.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
68.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
68.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
67.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
67.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
67.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
65.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
65.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
63.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
63.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
62.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
61.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
61.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
58.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
56.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
56.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
53.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
51.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
48.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
48.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
47.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
46.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
43.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
35.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0009080003
Normal
0.7
CPT0066430001
Normal
0.7
CPT0023710001
Normal
0.6
CPT0025610001
Normal
0.6
CPT0012090003
Normal
0.6
CPT0092800003
Normal
0.6
CPT0012570003
Normal
0.6
CPT0088780001
Normal
0.6
CPT0012770003
Normal
0.6
CPT0089480003
Normal
0.6
CPT0023360001
Normal
0.6
CPT0065450001
Normal
0.6
CPT0026420001
Normal
0.6
CPT0088920001
Normal
0.6
CPT0076350001
Normal
0.6
CPT0000790001
Normal
0.6
CPT0081620001
Normal
0.5
CPT0079430001
Normal
0.5
CPT0069010001
Normal
0.5
CPT0010170001
Normal
0.5
CPT0018250001
Normal
0.5
CPT0006730001
Normal
0.5
CPT0025060001
Normal
0.5
CPT0082010001
Normal
0.5
CPT0078940001
Normal
0.5
CPT0002270011
Tumor
0.5
CPT0077500001
Normal
0.5
CPT0092740003
Normal
0.5
CPT0086890003
Normal
0.5
CPT0006950001
Normal
0.4
CPT0001350001
Normal
0.4
CPT0078840001
Normal
0.4
CPT0078670001
Normal
0.4
CPT0092310003
Normal
0.4
CPT0024680001
Normal
0.4
CPT0013790003
Normal
0.4
CPT0007470001
Normal
0.4
CPT0087050003
Normal
0.4
CPT0086370003
Normal
0.4
CPT0009020003
Normal
0.4
CPT0000890001
Normal
0.4
CPT0014350001
Normal
0.4
CPT0079000001
Normal
0.4
CPT0077140001
Normal
0.4
CPT0086970003
Normal
0.4
CPT0025920001
Normal
0.4
CPT0012920003
Normal
0.4
CPT0015730003
Tumor
0.4
CPT0020020001
Normal
0.3
CPT0017450001
Normal
0.3
CPT0063640001
Normal
0.3
CPT0020130001
Normal
0.3
CPT0089040001
Normal
0.3
CPT0079180003
Tumor
0.3
CPT0001230001
Normal
0.3
CPT0075570001
Normal
0.3
CPT0012290003
Normal
0.3
CPT0088710001
Normal
0.3
CPT0019160001
Normal
0.3
CPT0014130001
Normal
0.3
CPT0023690003
Tumor
0.3
CPT0001190001
Normal
0.3
CPT0078510003
Tumor
0.3
CPT0063330001
Normal
0.3
CPT0066520001
Normal
0.2
CPT0064400001
Normal
0.2
CPT0001550001
Normal
0.2
CPT0007870001
Normal
0.2
CPT0012640003
Normal
0.2
CPT0065820001
Normal
0.2
CPT0088640003
Normal
0.2
CPT0014470001
Normal
0.2
CPT0006530001
Normal
0.2
CPT0001510001
Normal
0.2
CPT0088500001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0088570001
Normal
0.2
CPT0012900004
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0002370001
Normal
0.1
CPT0079510001
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0007860003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0012550003
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0069190001
Normal
0.0
CPT0078660003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0011410003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0011240003
Tumor
0.0
CPT0066470004
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0088970003
Tumor
0.0
CPT0078800003
Tumor
0.0
CPT0075170001
Normal
-0.1
CPT0006630003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0025290003
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0064370003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0021240003
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0076330003
Tumor
-0.2
CPT0079230003
Tumor
-0.2
CPT0069160003
Tumor
-0.2
CPT0001500009
Tumor
-0.2
CPT0088760003
Tumor
-0.2
CPT0012280003
Tumor
-0.3
CPT0092790003
Tumor
-0.3
CPT0014160003
Tumor
-0.3
CPT0006900003
Tumor
-0.3
CPT0001270001
Normal
-0.3
CPT0000870016
Tumor
-0.3
CPT0012370003
Tumor
-0.3
CPT0087040003
Tumor
-0.3
CPT0025580004
Tumor
-0.3
CPT0079270003
Tumor
-0.3
CPT0015910003
Tumor
-0.3
CPT0015810003
Tumor
-0.3
CPT0017410003
Tumor
-0.3
CPT0024670003
Tumor
-0.3
CPT0014370004
Tumor
-0.3
CPT0089020003
Tumor
-0.3
CPT0069000003
Tumor
-0.3
CPT0007320003
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0002350011
Tumor
-0.3
CPT0092190003
Normal
-0.4
CPT0075720003
Tumor
-0.4
CPT0078830003
Tumor
-0.4
CPT0025110003
Tumor
-0.4
CPT0081990003
Tumor
-0.4
CPT0086870003
Tumor
-0.4
CPT0065430003
Tumor
-0.4
CPT0077320001
Normal
-0.4
CPT0014450004
Tumor
-0.4
CPT0001220008
Tumor
-0.4
CPT0025230003
Tumor
-0.4
CPT0006440003
Tumor
-0.4
CPT0088900003
Tumor
-0.4
CPT0077490003
Tumor
-0.5
CPT0092160003
Tumor
-0.5
CPT0079480003
Tumor
-0.5
CPT0078990003
Tumor
-0.5
CPT0084590001
Normal
-0.5
CPT0012080003
Tumor
-0.5
CPT0065690003
Tumor
-0.5
CPT0088480003
Tumor
-0.5
CPT0025880003
Tumor
-0.5
CPT0000780007
Tumor
-0.5
CPT0009000003
Tumor
-0.5
CPT0081880003
Tumor
-0.5
CPT0092730003
Tumor
-0.5
CPT0010160003
Tumor
-0.5
CPT0010110003
Tumor
-0.6
CPT0025350003
Tumor
-0.6
CPT0012670003
Tumor
-0.6
CPT0001540009
Tumor
-0.6
CPT0071150004
Tumor
-0.6
CPT0019130003
Tumor
-0.6
CPT0077110003
Tumor
-0.6
CPT0017850003
Tumor
-0.6
CPT0025050003
Tumor
-0.6
CPT0081600003
Tumor
-0.7
CPT0001260009
Tumor
-0.7
CPT0079380003
Tumor
-0.7
CPT0086820003
Tumor
-0.7
CPT0075130003
Tumor
-0.7
CPT0088630003
Tumor
-0.7
CPT0065870003
Tumor
-0.7
CPT0026410003
Tumor
-0.8
CPT0086950003
Tumor
-0.8
CPT0001180009
Tumor
-0.8
CPT0009060003
Tumor
-0.8
CPT0023350003
Tumor
-0.8
CPT0063630003
Tumor
-0.8
CPT0088690003
Tumor
-0.8
CPT0088550004
Tumor
-0.8
CPT0084560003
Tumor
-0.9
CPT0001340003
Tumor
-0.9
CPT0079410003
Tumor
-0.9
CPT0000640003
Tumor
-0.9
CPT0012180003
Tumor
-1.0
CPT0085670003
Tumor
-1.0
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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.