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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.
RHOG 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
46.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
183.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
121.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
72.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
72.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
72.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
71.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
71.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
69.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
69.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
68.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
64.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
64.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
62.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
62.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
60.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
58.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
55.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
53.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
52.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
52.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
51.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
49.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
48.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
47.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
47.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
46.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
46.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
44.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
42.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
42.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
41.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
41.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
40.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
40.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
38.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
38.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
37.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
37.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
37.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
37.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
36.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
36.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
35.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
35.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
34.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
33.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
33.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
32.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
31.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
30.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
29.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
29.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
29.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
29.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
27.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
27.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
27.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
20.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
19.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
18.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
18.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
13.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
12.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 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.
RHOG is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
54.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
143.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
108.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
107.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
104.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
104.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
102.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
102.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
100.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
100.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
98.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
96.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
93.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
93.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
92.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
91.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
91.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
90.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
89.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
89.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
88.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
87.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
87.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
86.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
86.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
85.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
85.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
85.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
83.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
83.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
83.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
82.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
82.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
82.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
81.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
81.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
81.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
81.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
81.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
80.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
80.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
79.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
79.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
79.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
79.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
79.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
79.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
78.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
78.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
78.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
78.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
78.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
77.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
77.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
77.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
77.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
76.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
76.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
76.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
76.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
76.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
75.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
75.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
74.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
74.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
73.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
73.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
73.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
73.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
72.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
72.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
72.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
72.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
72.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
71.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
71.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
71.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
71.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
71.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
70.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
70.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
70.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
70.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
70.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
70.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
70.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
70.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
70.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
69.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
69.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
69.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
69.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
69.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
68.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
67.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
67.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
67.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
67.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
67.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
67.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
67.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
67.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
67.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
67.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
67.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
67.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
67.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
67.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
66.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
66.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
66.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
66.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
66.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
65.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
65.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
65.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
65.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
65.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
65.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
65.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
65.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
64.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
64.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
64.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
64.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
64.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
64.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
64.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
64.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
63.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
63.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
63.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
63.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
63.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
63.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
63.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
63.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
63.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
63.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
62.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
62.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
62.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
62.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
62.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
62.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
62.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
62.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
62.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
62.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
61.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
61.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
61.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
61.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
61.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
61.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
61.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
61.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
61.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
60.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
60.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
60.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
60.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
60.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
60.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
60.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
59.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
59.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
59.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
59.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
59.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
59.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
59.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
59.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
59.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
59.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
59.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
59.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
59.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
58.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
58.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
58.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
58.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
58.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
58.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
58.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
58.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
58.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
58.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
58.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
58.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
58.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
57.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
57.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
57.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
57.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
57.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
57.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
57.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
57.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
56.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
56.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
56.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
56.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
56.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
56.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
56.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
56.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
56.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
56.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
56.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
56.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
56.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
56.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
56.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
56.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
56.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
56.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
56.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
55.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
55.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
55.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
55.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
55.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
55.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
55.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
55.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
55.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
55.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
55.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
55.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
55.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
55.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
55.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
55.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
55.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
54.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
54.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
54.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
54.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
54.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
54.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
54.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
54.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
54.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
54.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
54.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
54.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
54.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
54.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
54.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
54.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
54.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
54.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
54.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
53.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
53.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
53.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
53.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
53.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
53.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
53.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
53.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
53.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
53.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
53.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
53.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
53.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
53.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
53.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
53.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
52.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
52.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
52.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
52.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
52.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
52.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
52.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
52.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
52.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
52.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
52.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
52.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
52.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
51.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
51.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
51.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
51.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
51.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
51.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
51.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
51.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
51.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
51.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
51.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
51.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
50.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
50.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
50.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
50.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
50.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
50.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
50.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
50.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
50.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
50.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
49.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
49.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
49.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
49.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
49.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
49.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
49.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
49.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
49.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
49.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
49.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
49.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
49.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
49.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
49.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
49.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
49.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
49.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
49.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
49.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
49.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
49.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
49.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
48.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
48.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
48.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
48.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
48.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
48.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
48.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
48.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
48.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
48.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
48.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
48.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
47.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
47.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
47.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
47.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
47.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
47.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
47.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
47.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
47.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
47.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
46.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
46.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
46.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
46.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
46.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
46.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
46.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
46.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
46.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
46.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
46.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
46.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
46.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
45.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
45.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
45.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
45.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
45.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
45.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
45.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
45.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
45.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
45.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
45.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
45.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
45.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
45.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
45.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
45.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
44.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
44.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
44.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
44.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
44.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
44.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
44.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
44.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
43.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
43.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
43.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
43.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
43.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
43.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
43.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
43.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
43.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
43.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
43.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
43.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
43.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
43.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
43.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
42.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
42.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
42.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
42.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
42.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
42.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
42.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
41.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
41.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
41.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
41.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
41.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
41.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
41.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
41.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
40.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
40.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
40.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
40.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
40.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
40.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
40.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
40.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
40.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
40.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
40.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
40.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
39.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
39.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
39.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
39.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
39.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
39.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
39.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
39.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
39.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
38.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
38.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
38.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
38.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
38.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
38.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
38.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
38.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
38.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
38.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
38.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
38.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
38.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
37.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
37.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
37.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
37.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
37.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
37.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
37.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
37.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
36.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
36.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
36.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
36.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
36.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
36.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
36.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
36.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
35.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
35.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
35.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
35.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
35.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
35.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
34.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
34.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
34.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
34.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
34.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
33.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
33.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
33.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
33.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
33.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
32.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
32.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
32.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
32.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
31.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
31.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
31.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
31.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
31.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
30.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
30.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
29.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
29.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
29.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
27.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
27.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
27.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
27.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
26.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
25.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
24.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
24.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
24.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
24.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
22.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
22.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
21.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
21.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
21.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
20.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
20.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
20.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
19.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
17.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
17.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
14.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
12.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
9.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RHOG 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
46.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
105.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
100.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
89.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
86.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
82.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
81.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
78.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
77.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
71.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
71.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
67.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
66.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
64.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
64.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
62.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
60.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
60.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
59.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
57.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
56.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
55.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
55.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
55.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
54.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
53.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
52.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
52.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
51.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
51.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
51.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
50.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
50.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
50.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
49.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
49.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
48.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
48.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
48.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
47.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
47.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
47.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
47.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
47.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
46.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
46.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
45.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
45.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
44.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
44.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
43.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
43.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
42.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
42.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
42.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
41.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
41.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
41.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
41.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
40.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
40.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
39.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
39.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
39.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
38.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
38.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
37.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
37.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
37.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
36.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
35.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
35.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
35.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
35.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
34.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
34.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
34.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
34.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
33.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
33.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
32.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
32.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
31.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
31.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
30.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
29.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
29.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
29.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
29.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
29.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
29.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
28.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
28.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
28.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
26.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
26.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
25.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
23.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
21.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
19.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RHOG is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
53.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
145.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
140.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
136.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
131.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
128.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
127.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
125.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
121.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
120.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
113.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
101.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
99.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
97.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
95.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
94.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
94.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
94.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
93.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
92.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
92.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
92.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
88.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
86.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
85.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
85.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
83.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
82.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
82.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
79.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
79.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
77.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
77.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
77.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
77.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
77.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
76.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
76.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
76.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
75.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
75.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
74.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
73.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
73.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
72.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
72.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
71.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
71.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
71.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
70.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
70.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
70.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
70.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
69.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
69.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
69.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
69.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
68.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
68.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
68.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
68.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
66.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
66.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
66.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
66.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
65.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
65.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
65.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
65.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
64.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
63.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
63.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
62.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
62.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
62.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
62.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
61.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
61.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
61.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
60.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
60.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
59.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
59.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
59.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
58.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
58.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
58.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
58.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
57.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
57.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
57.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
57.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
56.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
56.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
56.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
56.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
55.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
55.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
55.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
55.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
55.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
55.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
55.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
55.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
55.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
54.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
54.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
54.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
53.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
53.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
53.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
52.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
52.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
52.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
52.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
52.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
52.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
52.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
51.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
51.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
51.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
51.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
51.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
51.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
51.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
50.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
50.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
50.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
50.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
50.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
50.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
50.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
50.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
49.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
49.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
49.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
49.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
49.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
49.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
49.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
48.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
48.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
48.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
48.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
47.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
47.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
47.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
47.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
47.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
47.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
47.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
47.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
47.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
46.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
46.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
46.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
46.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
46.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
46.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
45.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
45.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
45.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
45.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
45.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
45.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
44.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
44.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
44.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
44.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
43.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
43.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
43.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
43.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
43.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
43.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
42.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
42.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
42.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
42.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
42.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
42.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
42.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
41.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
41.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
41.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
41.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
41.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
41.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
41.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
41.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
40.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
40.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
40.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
40.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
40.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
40.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
40.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
39.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
39.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
39.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
39.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
39.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
39.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
39.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
39.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
39.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
39.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
38.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
38.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
38.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
38.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
38.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
38.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
37.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
37.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
37.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
37.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
37.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
37.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
37.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
37.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
36.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
36.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
36.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
36.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
36.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
36.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
35.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
35.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
35.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
35.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
35.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
35.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
35.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
35.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
34.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
34.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
34.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
34.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
34.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
33.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
33.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
33.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
33.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
32.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
32.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
32.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
31.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
31.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
31.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
30.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
30.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
30.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
30.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
29.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
28.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
28.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
28.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
28.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
27.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
26.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
25.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
25.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
25.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
24.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
24.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
24.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
24.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
24.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
23.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
23.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
23.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
22.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
22.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
22.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
21.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
20.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
20.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
19.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
19.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
18.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
14.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
7.5
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
1.2
CPT0076330003
Tumor
1.0
CPT0023350003
Tumor
0.9
CPT0063630003
Tumor
0.8
CPT0065430003
Tumor
0.8
CPT0012180003
Tumor
0.8
CPT0081880003
Tumor
0.8
CPT0084560003
Tumor
0.8
CPT0010110003
Tumor
0.7
CPT0000640003
Tumor
0.7
CPT0001180009
Tumor
0.7
CPT0017410003
Tumor
0.6
CPT0092730003
Tumor
0.6
CPT0078990003
Tumor
0.6
CPT0025050003
Tumor
0.6
CPT0075130003
Tumor
0.6
CPT0001340003
Tumor
0.6
CPT0017850003
Tumor
0.5
CPT0065870003
Tumor
0.5
CPT0001260009
Tumor
0.5
CPT0002350011
Tumor
0.5
CPT0025880003
Tumor
0.5
CPT0079380003
Tumor
0.4
CPT0088630003
Tumor
0.4
CPT0079410003
Tumor
0.4
CPT0081990003
Tumor
0.4
CPT0015910003
Tumor
0.4
CPT0078660003
Tumor
0.4
CPT0026410003
Tumor
0.4
CPT0086360003
Tumor
0.4
CPT0079230003
Tumor
0.4
CPT0077320001
Normal
0.4
CPT0001540009
Tumor
0.4
CPT0007320003
Tumor
0.4
CPT0025110003
Tumor
0.4
CPT0088480003
Tumor
0.4
CPT0079270003
Tumor
0.4
CPT0088760003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0092160003
Tumor
0.3
CPT0075720003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0075560003
Tumor
0.3
CPT0012280003
Tumor
0.3
CPT0020120003
Tumor
0.3
CPT0066480003
Tumor
0.3
CPT0075170001
Normal
0.3
CPT0012370003
Tumor
0.3
CPT0092790003
Tumor
0.3
CPT0064370003
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0087040003
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0025350003
Tumor
0.3
CPT0088690003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0025230003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0021240003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0071150004
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0013790003
Normal
0.1
CPT0024670003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0012550003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0077310003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0007860003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0078510003
Tumor
0.1
CPT0011410003
Tumor
0.1
CPT0086950003
Tumor
0.0
CPT0079180003
Tumor
0.0
CPT0078800003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0092290003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0011240003
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0006630003
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0066520001
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0025580004
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0066470004
Tumor
-0.1
CPT0015730003
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0014450004
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0089460004
Tumor
-0.2
CPT0079300001
Normal
-0.2
CPT0025290003
Tumor
-0.2
CPT0092740003
Normal
-0.2
CPT0088970003
Tumor
-0.2
CPT0092310003
Normal
-0.2
CPT0077490003
Tumor
-0.2
CPT0018250001
Normal
-0.2
CPT0025170003
Tumor
-0.2
CPT0063640001
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0089040001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0001510001
Normal
-0.3
CPT0006950001
Normal
-0.3
CPT0000660001
Normal
-0.3
CPT0088640003
Normal
-0.3
CPT0010170001
Normal
-0.3
CPT0086830003
Normal
-0.3
CPT0014350001
Normal
-0.3
CPT0063330001
Normal
-0.3
CPT0088920001
Normal
-0.3
CPT0069160003
Tumor
-0.3
CPT0077500001
Normal
-0.3
CPT0017450001
Normal
-0.3
CPT0014470001
Normal
-0.3
CPT0007870001
Normal
-0.3
CPT0079430001
Normal
-0.3
CPT0019160001
Normal
-0.3
CPT0002370001
Normal
-0.3
CPT0088500001
Normal
-0.3
CPT0007470001
Normal
-0.3
CPT0014130001
Normal
-0.3
CPT0078530001
Normal
-0.3
CPT0092800003
Normal
-0.3
CPT0020020001
Normal
-0.3
CPT0088780001
Normal
-0.3
CPT0078940001
Normal
-0.3
CPT0078840001
Normal
-0.3
CPT0089480003
Normal
-0.3
CPT0087050003
Normal
-0.3
CPT0006730001
Normal
-0.4
CPT0000890001
Normal
-0.4
CPT0069010001
Normal
-0.4
CPT0001550001
Normal
-0.4
CPT0026420001
Normal
-0.4
CPT0025610001
Normal
-0.4
CPT0020130001
Normal
-0.4
CPT0081620001
Normal
-0.4
CPT0025920001
Normal
-0.4
CPT0066430001
Normal
-0.4
CPT0086370003
Normal
-0.4
CPT0001350001
Normal
-0.4
CPT0086890003
Normal
-0.4
CPT0012640003
Normal
-0.4
CPT0000790001
Normal
-0.4
CPT0078670001
Normal
-0.4
CPT0012090003
Normal
-0.5
CPT0001230001
Normal
-0.5
CPT0025060001
Normal
-0.5
CPT0079000001
Normal
-0.5
CPT0064400001
Normal
-0.5
CPT0024680001
Normal
-0.5
CPT0012570003
Normal
-0.5
CPT0023710001
Normal
-0.5
CPT0065450001
Normal
-0.5
CPT0009020003
Normal
-0.5
CPT0012770003
Normal
-0.6
CPT0012900004
Tumor
-0.6
CPT0012920003
Normal
-0.6
CPT0009080003
Normal
-1.2
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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
