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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.
DRAP1 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
116.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
303.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
292.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
265.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
214.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
189.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
187.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
183.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
181.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
171.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
152.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
143.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
142.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
138.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
133.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
130.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
127.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
125.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
122.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
121.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
121.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
121.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
120.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
120.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
118.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
118.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
117.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
116.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
113.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
111.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
108.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
107.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
106.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
105.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
104.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
102.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
101.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
98.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
98.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
96.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
95.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
95.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
93.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
93.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
92.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
89.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
88.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
88.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
88.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
84.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
84.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
83.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
83.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
82.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
81.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
81.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
80.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
76.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
70.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
60.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
59.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
47.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
45.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
41.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 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.
DRAP1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
92.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
405.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
199.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
196.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
191.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
190.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
187.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
185.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
181.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
172.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
171.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
168.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
168.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
166.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
157.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
157.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
156.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
155.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
155.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
153.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
152.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
148.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
147.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
147.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
146.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
146.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
146.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
146.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
146.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
145.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
143.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
142.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
141.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
141.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
140.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
139.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
139.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
139.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
138.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
138.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
136.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
135.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
134.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
134.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
134.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
132.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
131.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
131.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
131.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
130.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
130.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
129.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
128.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
128.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
127.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
127.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
126.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
126.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
123.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
123.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
123.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
122.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
122.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
121.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
121.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
120.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
120.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
119.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
118.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
116.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
116.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
116.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
116.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
116.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
115.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
115.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
115.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
115.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
114.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
114.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
114.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
114.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
114.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
114.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
114.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
113.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
113.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
113.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
113.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
113.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
112.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
112.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
112.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
112.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
112.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
112.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
111.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
111.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
110.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
110.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
110.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
109.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
109.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
109.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
109.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
108.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
108.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
108.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
108.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
107.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
107.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
107.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
107.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
107.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
107.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
107.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
107.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
107.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
107.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
107.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
107.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
107.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
107.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
107.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
107.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
107.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
106.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
106.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
106.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
106.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
105.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
105.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
105.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
105.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
105.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
105.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
105.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
105.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
104.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
104.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
104.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
104.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
103.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
103.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
103.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
103.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
103.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
102.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
102.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
102.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
102.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
102.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
102.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
102.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
102.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
102.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
101.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
101.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
101.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
101.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
101.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
101.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
101.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
101.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
101.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
100.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
100.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
100.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
100.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
100.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
100.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
99.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
99.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
99.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
99.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
99.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
99.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
99.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
99.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
99.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
99.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
98.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
98.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
98.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
98.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
98.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
98.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
98.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
98.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
98.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
98.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
97.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
97.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
97.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
97.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
96.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
96.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
96.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
96.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
96.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
96.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
96.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
96.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
96.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
96.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
96.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
95.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
95.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
95.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
95.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
95.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
95.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
95.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
95.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
95.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
95.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
94.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
94.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
94.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
93.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
93.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
93.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
93.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
93.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
93.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
93.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
93.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
92.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
92.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
92.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
92.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
92.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
92.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
92.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
92.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
92.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
91.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
91.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
91.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
91.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
91.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
91.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
91.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
90.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
90.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
90.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
90.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
90.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
90.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
90.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
90.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
90.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
90.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
89.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
89.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
89.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
89.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
89.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
89.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
89.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
88.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
88.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
88.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
88.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
88.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
88.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
88.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
88.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
88.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
88.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
87.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
87.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
87.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
87.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
87.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
87.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
87.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
87.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
87.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
87.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
87.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
86.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
86.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
86.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
86.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
86.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
86.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
85.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
85.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
85.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
85.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
85.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
85.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
85.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
85.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
85.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
85.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
85.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
84.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
84.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
84.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
84.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
84.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
84.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
84.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
84.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
84.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
83.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
83.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
83.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
83.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
83.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
83.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
83.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
83.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
83.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
83.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
82.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
82.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
82.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
82.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
82.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
82.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
82.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
82.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
81.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
81.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
81.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
81.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
81.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
81.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
81.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
81.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
80.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
80.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
80.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
80.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
80.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
80.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
80.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
79.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
79.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
79.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
79.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
79.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
79.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
79.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
78.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
78.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
78.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
78.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
78.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
78.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
78.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
78.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
78.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
78.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
77.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
77.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
77.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
77.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
77.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
77.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
77.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
77.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
77.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
77.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
77.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
76.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
76.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
76.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
76.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
76.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
76.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
76.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
76.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
76.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
76.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
76.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
76.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
76.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
75.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
75.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
75.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
75.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
75.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
75.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
75.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
75.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
75.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
74.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
74.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
74.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
74.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
74.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
74.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
74.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
73.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
73.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
73.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
73.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
73.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
73.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
72.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
72.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
72.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
72.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
72.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
72.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
72.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
72.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
71.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
71.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
71.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
71.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
70.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
70.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
70.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
70.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
70.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
70.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
70.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
70.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
69.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
69.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
69.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
69.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
69.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
68.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
68.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
68.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
68.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
68.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
68.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
67.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
67.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
67.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
67.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
67.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
67.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
67.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
67.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
66.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
66.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
66.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
66.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
66.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
66.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
65.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
65.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
65.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
65.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
65.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
64.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
64.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
64.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
64.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
64.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
64.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
64.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
64.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
63.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
63.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
63.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
63.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
63.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
62.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
62.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
62.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
62.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
62.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
62.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
62.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
62.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
62.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
61.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
61.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
60.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
60.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
60.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
59.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
59.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
59.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
58.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
58.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
58.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
57.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
57.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
57.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
56.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
56.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
55.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
54.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
54.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
54.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
53.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
53.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
52.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
52.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
50.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
50.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
49.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
49.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
49.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
48.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
48.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
46.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
44.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
43.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
42.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
41.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
40.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
39.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
39.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
38.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
35.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
34.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
31.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
27.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
25.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
12.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DRAP1 is potential prognostic, high expression is unfavorable 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
92.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
310.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
176.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
170.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
148.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
146.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
139.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
136.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
127.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
125.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
122.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
119.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
117.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
115.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
114.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
113.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
111.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
111.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
110.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
110.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
109.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
107.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
106.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
105.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
105.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
102.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
101.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
99.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
98.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
97.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
96.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
95.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
95.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
94.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
94.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
94.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
93.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
92.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
92.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
92.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
91.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
90.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
90.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
89.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
89.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
89.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
88.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
88.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
87.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
87.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
86.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
86.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
86.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
86.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
86.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
85.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
85.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
85.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
85.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
85.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
85.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
84.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
83.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
83.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
82.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
82.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
81.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
81.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
80.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
80.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
80.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
80.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
79.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
79.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
78.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
78.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
77.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
77.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
76.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
75.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
74.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
73.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
73.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
73.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
70.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
70.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
69.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
68.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
66.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
65.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
64.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
64.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
62.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
59.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
58.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
57.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
57.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
54.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
48.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
47.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
DRAP1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
109.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
323.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
267.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
259.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
252.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
231.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
208.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
207.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
205.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
199.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
193.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
192.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
191.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
191.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
190.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
188.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
184.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
180.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
179.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
174.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
174.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
174.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
173.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
171.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
170.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
167.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
165.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
164.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
164.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
162.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
162.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
161.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
159.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
158.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
158.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
158.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
157.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
153.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
153.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
153.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
151.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
147.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
147.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
146.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
143.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
142.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
142.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
141.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
141.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
139.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
137.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
137.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
136.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
136.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
134.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
134.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
134.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
134.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
133.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
132.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
132.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
132.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
132.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
132.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
131.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
130.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
130.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
130.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
130.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
127.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
127.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
127.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
126.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
125.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
125.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
125.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
124.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
124.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
124.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
124.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
122.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
122.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
121.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
121.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
121.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
120.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
119.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
119.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
118.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
118.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
118.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
117.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
116.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
116.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
115.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
115.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
114.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
114.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
114.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
113.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
113.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
113.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
113.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
113.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
112.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
112.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
112.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
112.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
112.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
112.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
112.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
111.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
111.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
111.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
111.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
110.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
110.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
110.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
110.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
110.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
110.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
110.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
109.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
108.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
108.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
108.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
108.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
108.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
108.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
108.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
108.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
107.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
107.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
107.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
106.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
106.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
105.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
105.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
105.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
104.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
104.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
103.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
103.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
103.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
102.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
102.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
101.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
101.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
101.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
101.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
101.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
100.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
100.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
100.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
99.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
99.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
99.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
99.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
99.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
99.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
99.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
98.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
97.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
97.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
97.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
97.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
96.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
96.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
95.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
95.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
95.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
94.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
94.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
94.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
94.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
94.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
93.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
93.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
92.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
92.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
92.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
92.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
92.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
92.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
91.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
90.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
90.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
90.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
90.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
89.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
89.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
89.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
88.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
88.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
88.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
87.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
87.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
87.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
87.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
87.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
86.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
86.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
86.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
86.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
85.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
85.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
85.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
85.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
84.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
83.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
83.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
82.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
82.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
82.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
81.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
81.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
81.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
81.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
80.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
79.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
79.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
79.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
79.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
79.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
79.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
79.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
77.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
77.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
76.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
76.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
76.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
76.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
75.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
74.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
74.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
74.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
74.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
74.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
73.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
73.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
73.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
73.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
73.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
72.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
72.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
72.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
72.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
72.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
71.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
70.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
70.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
70.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
69.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
69.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
68.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
67.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
67.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
67.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
67.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
67.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
66.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
66.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
65.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
65.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
65.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
64.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
64.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
64.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
62.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
61.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
58.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
57.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
57.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
53.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
52.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
50.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
50.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
50.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
50.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
32.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
12.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
1.0
CPT0078990003
Tumor
0.8
CPT0017410003
Tumor
0.8
CPT0011240003
Tumor
0.8
CPT0088970003
Tumor
0.7
CPT0092190003
Normal
0.7
CPT0001260009
Tumor
0.6
CPT0025880003
Tumor
0.6
CPT0084560003
Tumor
0.5
CPT0077320001
Normal
0.5
CPT0088630003
Tumor
0.5
CPT0085670003
Tumor
0.5
CPT0075130003
Tumor
0.5
CPT0086870003
Tumor
0.5
CPT0001540009
Tumor
0.5
CPT0081600003
Tumor
0.5
CPT0012180003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0014450004
Tumor
0.4
CPT0079380003
Tumor
0.4
CPT0001180009
Tumor
0.4
CPT0017850003
Tumor
0.4
CPT0014370004
Tumor
0.4
CPT0006440003
Tumor
0.4
CPT0025350003
Tumor
0.4
CPT0088760003
Tumor
0.4
CPT0000780007
Tumor
0.3
CPT0075720003
Tumor
0.3
CPT0012640003
Normal
0.3
CPT0010110003
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0066480003
Tumor
0.3
CPT0000640003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0079510001
Normal
0.3
CPT0075170001
Normal
0.3
CPT0026410003
Tumor
0.3
CPT0010120001
Normal
0.3
CPT0009060003
Tumor
0.3
CPT0079300001
Normal
0.3
CPT0025580004
Tumor
0.3
CPT0092160003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0012280003
Tumor
0.3
CPT0065430003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0075570001
Normal
0.2
CPT0007860003
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0088550004
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0065820001
Normal
0.2
CPT0079410003
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0001550001
Normal
0.2
CPT0025920001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0077490003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0077310003
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0078510003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0092740003
Normal
0.1
CPT0006630003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0066520001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0063330001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0010160003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0012550003
Tumor
0.0
CPT0007320003
Tumor
N/A
CPT0019160001
Normal
0.0
CPT0086950003
Tumor
0.0
CPT0063630003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0011410003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0002350011
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0082010001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0092800003
Normal
0.0
CPT0006530001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0078940001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0023690003
Tumor
-0.1
CPT0000790001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0018250001
Normal
-0.1
CPT0078930003
Tumor
-0.1
CPT0025610001
Normal
-0.1
CPT0025170003
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0025050003
Tumor
-0.1
CPT0014130001
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0025290003
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0089460004
Tumor
-0.1
CPT0081620001
Normal
-0.1
CPT0009020003
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0086970003
Normal
-0.2
CPT0013790003
Normal
-0.2
CPT0065810003
Tumor
-0.2
CPT0069160003
Tumor
-0.2
CPT0063640001
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0088780001
Normal
-0.2
CPT0066470004
Tumor
-0.2
CPT0078800003
Tumor
-0.2
CPT0078530001
Normal
-0.2
CPT0006950001
Normal
-0.2
CPT0069010001
Normal
-0.2
CPT0019990003
Tumor
-0.2
CPT0086030003
Tumor
-0.2
CPT0076350001
Normal
-0.2
CPT0078840001
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0012770003
Normal
-0.3
CPT0089040001
Normal
-0.3
CPT0023350003
Tumor
-0.3
CPT0063320003
Tumor
-0.3
CPT0025060001
Normal
-0.3
CPT0092310003
Normal
-0.3
CPT0012900004
Tumor
-0.3
CPT0021240003
Tumor
-0.3
CPT0007870001
Normal
-0.3
CPT0014160003
Tumor
-0.3
CPT0088920001
Normal
-0.3
CPT0064370003
Tumor
-0.3
CPT0078660003
Tumor
-0.3
CPT0026420001
Normal
-0.3
CPT0065750003
Tumor
-0.4
CPT0077140001
Normal
-0.4
CPT0076330003
Tumor
-0.4
CPT0015730003
Tumor
-0.4
CPT0017450001
Normal
-0.4
CPT0066430001
Normal
-0.4
CPT0081880003
Tumor
-0.5
CPT0009080003
Normal
-0.5
CPT0020120003
Tumor
-0.5
CPT0009000003
Tumor
-0.5
CPT0092290003
Tumor
-0.5
CPT0012920003
Normal
-0.6
CPT0079180003
Tumor
-0.7
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
