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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.
RANBP1 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
52.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
165.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
158.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
109.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
89.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
82.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
75.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
73.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
72.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
71.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
70.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
69.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
69.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
68.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
68.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
65.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
63.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
59.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
57.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
57.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
56.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
55.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
54.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
54.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
54.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
52.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
52.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
51.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
51.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
50.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
49.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
49.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
47.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
47.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
46.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
45.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
45.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
45.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
45.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
44.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
44.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
43.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
41.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
41.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
41.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
39.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
39.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
39.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
38.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
36.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
35.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
33.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
32.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
31.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
31.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
30.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
29.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
29.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
29.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
27.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
27.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
23.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
23.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
19.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 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.
RANBP1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
56.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
243.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
211.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
199.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
163.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
138.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
136.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
135.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
131.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
113.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
103.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
101.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
101.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
99.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
93.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
92.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
92.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
91.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
88.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
84.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
84.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
83.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
83.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
83.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
82.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
81.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
81.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
80.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
80.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
79.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
79.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
79.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
78.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
78.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
78.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
77.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
77.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
77.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
76.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
76.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
76.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
75.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
75.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
75.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
75.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
75.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
74.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
74.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
74.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
74.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
74.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
74.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
74.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
74.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
73.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
73.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
73.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
72.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
72.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
71.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
71.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
71.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
71.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
71.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
71.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
71.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
71.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
70.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
70.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
70.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
70.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
70.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
70.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
70.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
70.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
69.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
69.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
69.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
69.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
69.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
69.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
69.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
69.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
69.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
68.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
68.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
68.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
68.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
68.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
68.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
68.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
68.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
68.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
68.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
68.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
67.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
67.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
67.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
67.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
67.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
67.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
67.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
67.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
67.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
67.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
66.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
66.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
66.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
66.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
66.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
66.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
66.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
66.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
66.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
66.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
65.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
65.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
65.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
65.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
65.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
65.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
65.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
65.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
65.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
65.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
65.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
65.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
65.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
65.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
65.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
65.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
64.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
64.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
64.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
64.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
64.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
63.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
63.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
63.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
63.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
63.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
63.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
63.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
63.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
63.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
63.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
63.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
63.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
63.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
62.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
62.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
62.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
62.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
62.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
62.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
62.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
62.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
62.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
62.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
62.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
62.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
62.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
62.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
62.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
62.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
62.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
62.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
61.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
61.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
61.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
61.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
61.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
61.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
61.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
61.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
60.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
60.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
60.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
60.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
60.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
60.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
60.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
60.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
60.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
60.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
60.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
60.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
60.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
59.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
59.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
59.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
59.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
59.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
59.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
59.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
59.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
59.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
59.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
59.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
59.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
59.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
59.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
59.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
59.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
58.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
58.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
58.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
58.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
58.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
58.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
58.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
58.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
58.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
58.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
58.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
58.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
58.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
57.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
57.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
57.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
57.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
57.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
57.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
57.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
57.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
57.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
57.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
57.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
57.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
57.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
57.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
57.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
56.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
56.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
56.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
56.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
56.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
56.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
56.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
56.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
56.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
56.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
56.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
56.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
56.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
56.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
56.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
56.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
56.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
56.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
55.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
55.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
55.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
55.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
55.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
55.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
55.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
55.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
55.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
55.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
55.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
55.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
55.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
55.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
55.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
54.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
54.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
54.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
54.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
54.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
54.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
54.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
54.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
54.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
54.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
54.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
54.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
54.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
54.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
54.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
54.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
54.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
54.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
54.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
54.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
54.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
54.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
54.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
54.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
54.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
53.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
53.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
53.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
53.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
53.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
53.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
53.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
53.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
53.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
53.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
53.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
52.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
52.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
52.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
52.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
52.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
52.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
52.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
52.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
52.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
52.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
52.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
52.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
52.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
52.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
52.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
52.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
52.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
51.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
51.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
51.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
51.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
51.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
51.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
51.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
51.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
51.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
51.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
51.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
51.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
51.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
51.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
51.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
51.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
51.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
51.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
50.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
50.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
50.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
50.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
50.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
50.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
50.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
50.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
50.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
50.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
50.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
50.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
50.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
50.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
50.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
50.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
50.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
49.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
49.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
49.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
49.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
49.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
49.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
49.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
49.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
49.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
49.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
49.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
49.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
49.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
49.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
49.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
49.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
49.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
49.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
49.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
49.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
48.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
48.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
48.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
48.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
48.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
48.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
48.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
48.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
48.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
48.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
48.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
48.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
48.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
47.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
47.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
47.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
47.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
47.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
47.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
47.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
47.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
46.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
46.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
46.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
46.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
46.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
46.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
46.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
46.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
46.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
45.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
45.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
45.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
45.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
45.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
45.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
45.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
45.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
45.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
44.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
44.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
44.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
44.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
44.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
44.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
43.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
43.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
43.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
42.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
42.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
42.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
42.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
42.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
42.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
42.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
42.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
42.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
42.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
41.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
41.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
41.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
41.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
41.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
41.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
41.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
41.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
41.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
40.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
40.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
40.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
40.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
39.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
39.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
39.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
39.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
39.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
38.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
38.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
38.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
38.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
37.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
37.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
37.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
37.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
37.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
36.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
36.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
36.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
35.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
35.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
35.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
35.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
35.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
35.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
35.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
35.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
35.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
34.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
34.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
34.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
34.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
34.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
34.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
33.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
33.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
33.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
33.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
33.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
32.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
32.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
32.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
31.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
31.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
30.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
30.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
30.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
30.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
30.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
29.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
29.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
29.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
29.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
28.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
28.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
28.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
27.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
26.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
25.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
25.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
24.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
24.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
24.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
23.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
23.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
23.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
22.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
22.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
21.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
21.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
21.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
21.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
21.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
20.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
20.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
20.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
19.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
15.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
15.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 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.
RANBP1 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
68.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
150.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
111.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
110.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
104.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
101.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
99.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
98.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
97.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
93.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
91.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
91.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
87.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
86.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
84.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
84.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
84.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
79.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
76.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
76.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
76.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
75.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
75.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
75.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
74.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
74.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
74.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
74.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
74.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
73.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
72.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
72.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
72.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
71.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
71.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
71.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
70.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
70.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
69.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
69.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
69.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
68.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
68.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
68.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
68.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
67.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
67.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
67.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
67.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
66.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
66.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
66.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
66.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
66.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
65.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
65.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
64.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
64.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
64.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
64.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
64.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
63.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
63.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
63.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
62.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
62.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
61.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
61.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
61.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
61.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
60.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
60.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
59.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
59.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
59.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
59.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
59.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
58.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
58.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
58.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
57.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
57.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
57.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
57.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
56.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
55.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
55.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
54.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
53.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
53.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
52.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
52.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
51.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
47.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
47.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
44.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
44.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
43.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
37.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
29.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
RANBP1 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
50.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
150.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
125.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
122.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
119.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
109.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
105.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
102.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
101.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
97.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
94.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
93.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
92.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
90.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
90.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
89.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
87.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
85.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
85.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
84.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
82.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
81.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
79.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
79.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
79.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
78.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
77.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
77.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
77.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
77.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
76.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
75.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
74.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
73.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
73.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
73.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
72.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
71.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
70.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
69.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
68.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
68.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
68.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
68.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
68.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
68.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
67.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
67.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
67.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
66.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
66.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
65.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
65.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
65.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
65.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
64.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
64.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
64.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
63.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
63.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
63.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
62.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
62.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
62.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
62.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
61.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
61.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
61.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
61.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
61.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
60.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
60.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
60.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
60.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
59.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
59.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
59.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
59.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
58.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
58.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
58.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
58.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
58.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
57.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
57.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
57.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
57.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
57.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
57.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
57.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
56.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
56.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
55.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
55.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
55.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
55.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
55.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
55.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
55.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
54.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
54.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
54.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
53.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
53.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
53.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
53.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
53.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
52.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
52.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
52.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
52.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
52.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
52.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
51.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
51.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
51.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
51.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
51.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
51.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
50.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
50.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
50.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
50.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
50.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
50.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
50.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
50.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
49.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
49.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
49.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
49.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
49.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
49.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
49.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
49.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
49.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
48.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
48.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
48.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
48.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
48.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
48.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
48.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
48.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
48.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
48.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
48.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
48.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
48.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
47.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
46.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
46.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
46.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
46.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
46.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
46.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
46.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
45.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
45.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
45.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
45.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
44.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
44.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
44.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
44.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
44.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
43.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
43.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
43.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
43.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
43.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
43.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
43.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
42.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
42.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
42.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
42.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
42.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
42.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
42.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
42.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
42.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
42.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
41.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
41.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
41.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
41.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
41.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
40.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
40.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
40.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
40.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
40.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
40.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
40.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
40.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
39.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
39.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
38.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
38.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
38.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
37.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
37.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
37.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
37.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
37.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
37.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
37.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
36.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
36.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
35.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
35.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
35.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
35.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
35.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
35.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
35.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
35.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
35.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
34.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
34.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
34.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
34.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
34.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
33.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
33.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
33.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
33.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
33.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
33.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
32.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
32.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
32.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
31.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
31.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
31.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
31.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
31.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
31.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
31.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
30.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
30.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
30.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
29.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
29.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
29.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
28.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
28.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
27.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
27.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
27.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
26.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
26.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
26.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
26.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
25.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
25.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
25.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
24.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
24.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
24.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
24.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
22.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
22.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
22.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
22.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
21.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
21.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
21.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
21.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
20.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
19.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
19.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
18.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
15.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
14.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
14.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
12.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
11.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
11.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
10.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
8.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
3.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0023350003
Tumor
0.8
CPT0076330003
Tumor
0.8
CPT0021240003
Tumor
0.7
CPT0014450004
Tumor
0.7
CPT0077490003
Tumor
0.7
CPT0081880003
Tumor
0.7
CPT0025230003
Tumor
0.7
CPT0001340003
Tumor
0.7
CPT0000640003
Tumor
0.7
CPT0009000003
Tumor
0.7
CPT0002350011
Tumor
0.6
CPT0084560003
Tumor
0.6
CPT0012900004
Tumor
0.6
CPT0010160003
Tumor
0.6
CPT0025050003
Tumor
0.5
CPT0079410003
Tumor
0.5
CPT0071150004
Tumor
0.5
CPT0024670003
Tumor
0.5
CPT0019990003
Tumor
0.5
CPT0075130003
Tumor
0.5
CPT0026410003
Tumor
0.5
CPT0014370004
Tumor
0.5
CPT0012550003
Tumor
0.5
CPT0069000003
Tumor
0.5
CPT0017850003
Tumor
0.5
CPT0077110003
Tumor
0.5
CPT0079180003
Tumor
0.4
CPT0006440003
Tumor
0.4
CPT0012370003
Tumor
0.4
CPT0085670003
Tumor
0.4
CPT0063630003
Tumor
0.4
CPT0088900003
Tumor
0.4
CPT0001540009
Tumor
0.4
CPT0012670003
Tumor
0.4
CPT0025880003
Tumor
0.4
CPT0079480003
Tumor
0.4
CPT0078990003
Tumor
0.4
CPT0079230003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0092730003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0069160003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0078660003
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0001220008
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0001260009
Tumor
0.3
CPT0089020003
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0088760003
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0001180009
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0012180003
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0064370003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0066480003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0088970003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0092790003
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0078510003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0025350003
Tumor
0.1
CPT0015910003
Tumor
0.1
CPT0007860003
Tumor
0.1
CPT0007320003
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0088550004
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0066470004
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0092190003
Normal
0.0
CPT0078930003
Tumor
0.0
CPT0065870003
Tumor
0.0
CPT0065690003
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0079300001
Normal
-0.1
CPT0065810003
Tumor
-0.1
CPT0015730003
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0086820003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0063330001
Normal
-0.1
CPT0009020003
Normal
-0.1
CPT0086950003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0078530001
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0012640003
Normal
-0.2
CPT0020020001
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0007470001
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0086360003
Tumor
-0.2
CPT0077500001
Normal
-0.2
CPT0012290003
Normal
-0.2
CPT0082010001
Normal
-0.2
CPT0064400001
Normal
-0.2
CPT0026420001
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0002370001
Normal
-0.2
CPT0076350001
Normal
-0.2
CPT0066520001
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0088570001
Normal
-0.2
CPT0025170003
Tumor
-0.2
CPT0023360001
Normal
-0.2
CPT0069190001
Normal
-0.3
CPT0025610001
Normal
-0.3
CPT0066430001
Normal
-0.3
CPT0063640001
Normal
-0.3
CPT0069010001
Normal
-0.3
CPT0001500009
Tumor
-0.3
CPT0012280003
Tumor
-0.3
CPT0023710001
Normal
-0.3
CPT0001550001
Normal
-0.3
CPT0001510001
Normal
-0.3
CPT0088780001
Normal
-0.3
CPT0018250001
Normal
-0.3
CPT0088920001
Normal
-0.3
CPT0089480003
Normal
-0.3
CPT0014130001
Normal
-0.3
CPT0081620001
Normal
-0.3
CPT0024680001
Normal
-0.3
CPT0014350001
Normal
-0.3
CPT0086970003
Normal
-0.3
CPT0025060001
Normal
-0.3
CPT0092800003
Normal
-0.3
CPT0065820001
Normal
-0.3
CPT0078940001
Normal
-0.3
CPT0092310003
Normal
-0.3
CPT0002270011
Tumor
-0.3
CPT0006530001
Normal
-0.4
CPT0013790003
Normal
-0.4
CPT0012570003
Normal
-0.4
CPT0088710001
Normal
-0.4
CPT0079430001
Normal
-0.4
CPT0077140001
Normal
-0.4
CPT0025290003
Tumor
-0.4
CPT0088640003
Normal
-0.4
CPT0007870001
Normal
-0.4
CPT0000890001
Normal
-0.4
CPT0078670001
Normal
-0.4
CPT0087050003
Normal
-0.4
CPT0020130001
Normal
-0.4
CPT0012090003
Normal
-0.4
CPT0001270001
Normal
-0.4
CPT0079000001
Normal
-0.4
CPT0089040001
Normal
-0.4
CPT0092740003
Normal
-0.4
CPT0006730001
Normal
-0.4
CPT0088500001
Normal
-0.4
CPT0086370003
Normal
-0.4
CPT0078840001
Normal
-0.4
CPT0086830003
Normal
-0.4
CPT0017450001
Normal
-0.5
CPT0010170001
Normal
-0.5
CPT0006950001
Normal
-0.5
CPT0011410003
Tumor
-0.5
CPT0009080003
Normal
-0.5
CPT0001350001
Normal
-0.6
CPT0012770003
Normal
-0.6
CPT0000660001
Normal
-0.6
CPT0078800003
Tumor
-1.0
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
