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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.
RHBDD2 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
83.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
267.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
184.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
181.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
178.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
162.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
161.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
140.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
135.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
128.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
123.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
118.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
118.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
114.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
110.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
109.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
105.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
105.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
99.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
94.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
92.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
82.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
81.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
80.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
79.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
77.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
77.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
77.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
77.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
76.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
75.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
74.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
73.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
73.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
70.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
69.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
68.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
66.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
66.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
62.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
62.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
61.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
61.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
60.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
60.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
59.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
57.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
57.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
57.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
55.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
55.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
55.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
53.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
53.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
49.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
47.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
43.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
41.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
37.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
36.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
36.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
29.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
22.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
15.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 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.
RHBDD2 is potential prognostic, high expression is unfavorable 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
44.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
219.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
194.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
160.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
159.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
145.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
142.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
141.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
130.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
118.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
117.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
117.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
110.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
109.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
103.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
101.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
96.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
95.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
95.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
94.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
93.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
92.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
91.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
90.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
89.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
88.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
87.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
86.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
86.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
85.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
84.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
83.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
83.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
81.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
81.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
81.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
81.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
80.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
80.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
79.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
78.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
77.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
76.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
76.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
75.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
75.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
75.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
74.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
74.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
73.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
72.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
70.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
69.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
69.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
68.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
68.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
67.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
67.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
67.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
66.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
66.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
65.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
65.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
65.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
65.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
65.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
65.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
64.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
64.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
64.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
64.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
63.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
63.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
62.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
62.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
62.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
61.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
61.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
61.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
60.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
60.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
60.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
60.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
60.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
60.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
60.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
60.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
60.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
60.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
60.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
60.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
60.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
60.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
60.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
59.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
59.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
59.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
59.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
59.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
59.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
59.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
58.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
58.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
58.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
58.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
58.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
58.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
58.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
58.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
57.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
57.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
57.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
57.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
56.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
56.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
56.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
56.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
56.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
56.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
56.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
56.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
56.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
56.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
56.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
56.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
55.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
55.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
55.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
55.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
55.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
54.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
54.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
54.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
54.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
54.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
54.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
54.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
53.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
53.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
53.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
53.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
53.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
53.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
53.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
53.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
53.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
53.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
52.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
52.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
52.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
52.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
52.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
51.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
51.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
51.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
51.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
51.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
51.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
51.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
50.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
50.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
50.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
50.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
50.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
50.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
49.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
49.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
49.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
49.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
49.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
48.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
48.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
48.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
48.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
48.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
48.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
48.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
48.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
48.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
48.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
48.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
48.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
47.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
47.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
47.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
47.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
47.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
47.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
47.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
47.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
47.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
47.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
46.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
46.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
46.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
46.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
46.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
46.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
46.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
46.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
46.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
45.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
45.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
45.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
45.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
45.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
45.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
45.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
45.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
45.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
44.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
44.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
44.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
44.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
44.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
44.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
43.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
43.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
43.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
43.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
43.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
43.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
43.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
43.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
42.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
42.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
42.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
42.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
42.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
42.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
42.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
42.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
42.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
42.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
42.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
42.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
41.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
41.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
41.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
41.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
41.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
41.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
41.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
41.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
40.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
40.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
40.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
40.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
40.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
40.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
40.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
40.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
40.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
40.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
40.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
40.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
39.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
39.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
39.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
39.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
39.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
39.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
39.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
39.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
39.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
39.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
39.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
39.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
38.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
38.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
38.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
38.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
38.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
38.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
38.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
38.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
38.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
38.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
38.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
38.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
38.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
38.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
38.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
38.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
37.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
37.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
37.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
37.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
37.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
37.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
37.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
37.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
37.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
37.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
36.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
36.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
36.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
36.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
36.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
36.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
36.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
36.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
36.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
36.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
36.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
36.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
36.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
36.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
36.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
35.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
35.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
35.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
35.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
35.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
35.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
35.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
35.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
35.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
35.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
35.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
35.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
35.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
34.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
34.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
34.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
34.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
34.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
34.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
34.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
34.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
34.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
34.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
33.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
33.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
33.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
33.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
33.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
33.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
33.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
33.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
33.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
33.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
33.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
33.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
33.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
32.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
32.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
32.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
32.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
32.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
32.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
32.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
32.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
32.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
32.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
32.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
31.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
31.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
31.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
31.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
31.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
31.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
31.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
31.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
31.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
30.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
30.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
30.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
30.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
30.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
30.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
30.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
30.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
30.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
30.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
30.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
30.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
29.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
29.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
29.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
29.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
29.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
29.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
29.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
29.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
29.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
29.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
29.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
29.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
29.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
29.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
29.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
29.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
29.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
28.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
28.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
28.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
28.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
28.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
28.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
28.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
28.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
28.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
28.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
28.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
28.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
28.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
28.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
28.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
28.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
28.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
27.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
27.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
27.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
27.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
27.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
27.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
27.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
27.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
27.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
27.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
27.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
27.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
27.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
27.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
26.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
26.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
26.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
26.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
26.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
26.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
26.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
26.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
26.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
25.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
25.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
25.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
25.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
25.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
25.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
25.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
25.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
25.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
25.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
25.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
25.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
25.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
25.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
24.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
24.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
24.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
24.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
24.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
24.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
24.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
24.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
24.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
24.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
24.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
24.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
24.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
24.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
24.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
24.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
24.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
24.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
23.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
23.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
23.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
23.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
23.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
22.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
22.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
22.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
22.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
22.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
22.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
22.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
22.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
22.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
22.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
21.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
21.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
21.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
20.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
20.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
20.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
20.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
20.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
20.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
20.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
20.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
19.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
19.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
19.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
19.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
18.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
18.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
17.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
17.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
17.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
17.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
17.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
17.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
17.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
17.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
16.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
16.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
15.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
15.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
15.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
15.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
14.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
14.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
12.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
12.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
12.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
12.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
9.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
7.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
6.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 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.
RHBDD2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
38.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
145.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
135.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
130.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
88.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
84.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
73.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
71.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
69.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
66.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
66.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
62.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
59.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
58.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
58.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
57.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
56.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
55.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
55.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
55.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
53.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
52.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
52.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
51.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
49.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
44.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
44.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
44.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
44.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
44.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
43.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
42.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
41.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
41.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
41.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
41.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
41.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
40.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
40.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
39.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
39.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
38.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
37.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
37.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
37.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
37.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
37.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
37.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
36.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
36.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
35.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
33.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
32.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
32.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
32.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
32.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
32.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
32.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
31.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
31.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
31.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
30.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
29.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
28.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
28.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
28.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
27.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
26.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
26.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
25.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
25.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
25.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
23.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
23.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
23.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
22.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
22.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
21.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
21.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
20.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
20.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
20.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
20.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
18.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
18.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
17.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
17.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
17.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
17.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
17.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
17.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
16.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
16.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
15.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
15.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
14.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
14.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
13.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
12.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
12.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
RHBDD2 is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
119.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
344.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
315.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
296.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
295.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
283.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
268.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
250.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
248.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
246.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
241.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
237.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
233.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
231.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
230.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
228.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
225.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
225.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
222.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
218.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
212.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
211.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
211.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
206.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
206.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
205.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
204.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
202.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
202.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
194.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
194.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
194.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
193.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
193.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
193.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
189.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
189.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
189.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
184.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
183.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
183.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
182.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
179.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
178.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
174.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
173.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
173.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
170.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
170.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
170.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
168.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
167.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
166.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
166.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
166.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
165.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
163.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
162.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
162.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
161.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
161.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
160.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
160.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
159.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
158.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
157.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
157.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
157.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
157.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
156.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
155.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
154.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
152.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
152.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
152.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
149.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
149.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
149.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
148.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
147.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
147.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
147.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
145.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
145.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
144.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
143.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
143.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
142.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
141.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
141.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
140.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
140.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
139.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
139.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
138.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
137.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
136.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
133.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
133.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
133.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
133.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
130.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
129.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
128.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
128.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
127.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
126.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
126.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
126.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
126.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
125.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
125.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
124.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
124.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
124.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
123.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
123.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
123.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
123.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
122.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
121.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
120.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
119.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
118.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
118.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
118.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
118.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
117.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
117.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
116.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
116.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
116.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
115.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
115.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
114.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
114.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
114.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
114.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
113.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
112.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
112.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
112.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
111.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
111.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
110.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
110.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
109.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
109.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
109.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
109.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
108.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
108.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
104.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
104.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
103.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
103.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
101.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
101.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
101.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
100.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
100.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
98.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
98.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
97.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
97.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
97.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
96.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
93.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
93.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
93.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
93.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
93.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
92.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
92.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
91.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
91.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
91.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
90.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
90.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
89.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
89.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
89.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
88.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
87.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
87.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
86.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
86.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
84.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
84.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
83.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
83.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
83.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
83.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
83.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
83.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
82.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
82.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
82.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
82.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
82.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
82.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
81.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
81.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
81.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
80.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
80.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
80.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
80.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
79.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
78.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
78.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
77.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
77.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
77.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
76.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
76.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
75.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
75.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
75.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
75.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
74.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
74.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
74.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
74.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
74.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
73.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
73.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
72.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
72.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
71.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
70.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
69.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
68.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
68.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
68.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
67.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
67.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
66.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
66.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
66.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
65.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
65.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
65.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
64.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
61.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
61.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
59.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
58.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
58.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
58.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
57.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
56.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
56.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
56.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
55.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
55.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
54.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
54.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
53.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
52.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
52.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
51.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
51.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
51.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
47.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
46.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
45.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
45.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
44.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
44.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
43.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
42.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
41.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
38.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
35.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
35.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
33.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
32.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
32.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
30.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
29.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
21.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
20.7
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002270011
Tumor
1.5
CPT0078800003
Tumor
1.3
CPT0011410003
Tumor
1.1
CPT0079410003
Tumor
1.1
CPT0092740003
Normal
1.0
CPT0078840001
Normal
0.9
CPT0006730001
Normal
0.9
CPT0088780001
Normal
0.9
CPT0001270001
Normal
0.8
CPT0014130001
Normal
0.8
CPT0000790001
Normal
0.8
CPT0084590001
Normal
0.8
CPT0088500001
Normal
0.8
CPT0078660003
Tumor
0.8
CPT0065820001
Normal
0.7
CPT0088920001
Normal
0.7
CPT0000890001
Normal
0.7
CPT0092310003
Normal
0.7
CPT0007870001
Normal
0.7
CPT0001190001
Normal
0.7
CPT0086830003
Normal
0.7
CPT0079430001
Normal
0.7
CPT0066430001
Normal
0.7
CPT0019130003
Tumor
0.7
CPT0086970003
Normal
0.7
CPT0023360001
Normal
0.7
CPT0078930003
Tumor
0.6
CPT0023350003
Tumor
0.6
CPT0013790003
Normal
0.6
CPT0007470001
Normal
0.6
CPT0089040001
Normal
0.6
CPT0092800003
Normal
0.6
CPT0026420001
Normal
0.6
CPT0088710001
Normal
0.6
CPT0006530001
Normal
0.6
CPT0025060001
Normal
0.6
CPT0079300001
Normal
0.5
CPT0001230001
Normal
0.5
CPT0077500001
Normal
0.5
CPT0086370003
Normal
0.5
CPT0077320001
Normal
0.5
CPT0086890003
Normal
0.5
CPT0010170001
Normal
0.5
CPT0075170001
Normal
0.4
CPT0001510001
Normal
0.4
CPT0084560003
Tumor
0.4
CPT0064400001
Normal
0.4
CPT0088570001
Normal
0.4
CPT0023710001
Normal
0.4
CPT0079380003
Tumor
0.4
CPT0065450001
Normal
0.4
CPT0075570001
Normal
0.3
CPT0069190001
Normal
0.3
CPT0082010001
Normal
0.3
CPT0063330001
Normal
0.3
CPT0066520001
Normal
0.3
CPT0063640001
Normal
0.3
CPT0001350001
Normal
0.3
CPT0020130001
Normal
0.3
CPT0077140001
Normal
0.3
CPT0092190003
Normal
0.3
CPT0014350001
Normal
0.3
CPT0025920001
Normal
0.3
CPT0079510001
Normal
0.2
CPT0069010001
Normal
0.2
CPT0079000001
Normal
0.2
CPT0019160001
Normal
0.2
CPT0025110003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0078670001
Normal
0.2
CPT0020020001
Normal
0.2
CPT0088640003
Normal
0.2
CPT0012290003
Normal
0.1
CPT0089480003
Normal
0.1
CPT0001500009
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0012180003
Tumor
0.1
CPT0006950001
Normal
0.1
CPT0001550001
Normal
0.0
CPT0088970003
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0002370001
Normal
-0.1
CPT0078530001
Normal
-0.1
CPT0025170003
Tumor
-0.1
CPT0065870003
Tumor
-0.1
CPT0076350001
Normal
-0.1
CPT0001340003
Tumor
-0.1
CPT0078940001
Normal
-0.1
CPT0063630003
Tumor
-0.1
CPT0001260009
Tumor
-0.2
CPT0081620001
Normal
-0.2
CPT0081880003
Tumor
-0.2
CPT0025610001
Normal
-0.2
CPT0014470001
Normal
-0.2
CPT0012090003
Normal
-0.3
CPT0079270003
Tumor
-0.3
CPT0079180003
Tumor
-0.3
CPT0088480003
Tumor
-0.3
CPT0075720003
Tumor
-0.3
CPT0012640003
Normal
-0.3
CPT0086820003
Tumor
-0.3
CPT0088900003
Tumor
-0.3
CPT0012570003
Normal
-0.4
CPT0000660001
Normal
-0.4
CPT0075130003
Tumor
-0.4
CPT0086950003
Tumor
-0.4
CPT0012770003
Normal
-0.4
CPT0078830003
Tumor
-0.4
CPT0017850003
Tumor
-0.5
CPT0017450001
Normal
-0.5
CPT0079230003
Tumor
-0.5
CPT0020120003
Tumor
-0.5
CPT0015810003
Tumor
-0.5
CPT0092730003
Tumor
-0.5
CPT0086030003
Tumor
-0.5
CPT0015730003
Tumor
-0.6
CPT0002350011
Tumor
-0.6
CPT0065810003
Tumor
-0.6
CPT0025580004
Tumor
-0.6
CPT0088630003
Tumor
-0.6
CPT0001540009
Tumor
-0.7
CPT0081600003
Tumor
-0.7
CPT0071150004
Tumor
-0.7
CPT0088550004
Tumor
-0.7
CPT0012920003
Normal
-0.7
CPT0012280003
Tumor
-0.7
CPT0026410003
Tumor
-0.7
CPT0075560003
Tumor
-0.8
CPT0009020003
Normal
-0.8
CPT0010110003
Tumor
-0.8
CPT0085670003
Tumor
-0.8
CPT0086360003
Tumor
-0.8
CPT0001220008
Tumor
-0.8
CPT0092290003
Tumor
-0.8
CPT0076330003
Tumor
-0.8
CPT0078990003
Tumor
-0.8
CPT0006900003
Tumor
-0.8
CPT0065430003
Tumor
-0.8
CPT0069160003
Tumor
-0.9
CPT0069000003
Tumor
-0.9
CPT0025350003
Tumor
-0.9
CPT0092160003
Tumor
-0.9
CPT0010160003
Tumor
-0.9
CPT0018250001
Normal
-0.9
CPT0087040003
Tumor
-0.9
CPT0089020003
Tumor
-1.0
CPT0064370003
Tumor
-1.0
CPT0014450004
Tumor
-1.0
CPT0000870016
Tumor
-1.0
CPT0007860003
Tumor
-1.0
CPT0077490003
Tumor
-1.0
CPT0001180009
Tumor
-1.0
CPT0023690003
Tumor
-1.0
CPT0025880003
Tumor
-1.1
CPT0012370003
Tumor
-1.1
CPT0009080003
Normal
-1.1
CPT0024680001
Normal
-1.1
CPT0066470004
Tumor
-1.2
CPT0065750003
Tumor
-1.2
CPT0009000003
Tumor
-1.2
CPT0077110003
Tumor
-1.2
CPT0079480003
Tumor
-1.2
CPT0014370004
Tumor
-1.2
CPT0000640003
Tumor
-1.2
CPT0015910003
Tumor
-1.2
CPT0012550003
Tumor
-1.2
CPT0025290003
Tumor
-1.3
CPT0078510003
Tumor
-1.3
CPT0006440003
Tumor
-1.3
CPT0006630003
Tumor
-1.3
CPT0086870003
Tumor
-1.3
CPT0088760003
Tumor
-1.3
CPT0007320003
Tumor
-1.4
CPT0021240003
Tumor
-1.4
CPT0025050003
Tumor
-1.4
CPT0065690003
Tumor
-1.5
CPT0000780007
Tumor
-1.5
CPT0025230003
Tumor
-1.5
CPT0014160003
Tumor
-1.6
CPT0019990003
Tumor
-1.7
CPT0012080003
Tumor
-1.7
CPT0063320003
Tumor
-1.7
CPT0012670003
Tumor
-1.8
CPT0009060003
Tumor
-1.8
CPT0024670003
Tumor
-1.8
CPT0092790003
Tumor
-1.8
CPT0081990003
Tumor
-2.0
CPT0065930003
Tumor
-2.1
CPT0066480003
Tumor
-2.1
CPT0012900004
Tumor
-2.2
CPT0017410003
Tumor
-2.3
CPT0011240003
Tumor
-2.9
CPT0077310003
Tumor
-3.0
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
