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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.
CORO1B 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
67.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
139.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
123.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
118.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
103.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
99.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
97.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
97.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
96.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
94.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
91.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
88.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
88.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
88.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
84.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
83.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
83.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
82.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
81.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
80.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
78.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
76.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
75.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
74.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
74.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
74.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
68.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
67.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
67.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
66.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
65.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
65.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
62.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
62.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
62.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
59.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
59.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
59.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
59.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
57.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
57.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
57.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
56.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
56.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
54.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
54.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
54.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
53.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
51.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
49.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
49.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
46.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
46.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
46.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
44.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
39.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
39.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
39.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
39.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
38.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
37.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
33.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
29.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
26.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
CORO1B is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
46.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
97.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
92.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
89.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
82.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
82.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
81.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
80.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
78.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
77.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
75.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
75.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
74.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
74.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
74.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
74.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
72.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
71.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
69.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
69.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
69.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
68.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
68.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
68.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
68.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
68.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
68.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
67.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
67.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
67.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
66.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
66.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
66.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
66.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
66.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
65.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
65.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
65.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
65.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
65.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
65.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
64.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
64.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
64.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
64.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
64.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
64.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
64.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
64.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
64.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
63.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
63.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
63.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
63.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
63.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
63.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
63.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
63.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
62.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
62.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
62.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
62.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
62.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
62.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
62.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
61.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
61.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
61.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
61.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
60.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
60.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
60.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
60.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
60.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
60.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
60.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
60.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
59.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
59.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
59.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
59.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
59.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
59.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
59.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
58.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
58.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
58.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
57.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
57.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
57.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
57.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
57.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
57.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
57.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
57.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
57.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
57.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
57.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
57.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
57.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
57.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
56.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
56.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
56.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
56.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
56.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
56.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
56.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
56.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
56.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
55.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
55.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
55.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
55.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
55.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
55.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
55.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
55.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
55.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
55.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
55.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
55.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
55.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
54.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
54.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
54.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
54.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
54.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
54.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
54.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
53.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
53.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
53.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
53.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
53.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
53.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
53.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
53.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
53.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
52.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
52.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
52.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
52.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
52.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
52.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
52.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
52.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
52.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
52.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
52.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
52.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
52.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
52.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
52.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
52.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
51.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
51.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
51.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
51.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
51.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
51.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
51.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
51.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
51.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
51.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
51.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
51.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
51.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
51.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
51.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
51.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
50.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
50.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
50.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
50.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
50.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
50.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
50.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
50.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
50.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
50.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
50.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
50.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
50.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
50.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
50.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
50.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
50.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
50.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
50.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
49.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
49.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
49.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
49.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
49.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
49.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
49.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
49.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
49.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
49.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
49.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
49.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
49.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
48.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
48.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
48.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
48.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
48.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
48.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
48.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
48.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
48.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
48.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
48.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
48.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
48.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
48.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
47.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
47.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
47.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
47.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
47.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
47.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
47.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
47.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
47.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
47.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
47.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
47.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
47.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
47.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
47.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
47.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
47.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
47.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
47.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
47.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
47.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
47.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
47.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
47.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
47.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
47.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
47.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
46.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
46.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
46.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
46.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
46.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
46.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
46.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
46.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
46.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
46.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
46.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
46.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
46.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
46.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
46.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
46.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
46.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
46.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
46.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
46.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
45.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
45.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
45.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
45.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
45.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
45.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
45.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
45.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
45.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
45.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
45.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
45.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
45.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
45.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
45.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
45.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
45.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
45.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
45.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
45.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
45.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
45.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
45.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
45.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
45.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
44.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
44.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
44.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
44.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
44.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
44.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
44.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
44.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
44.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
44.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
44.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
44.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
44.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
44.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
44.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
44.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
44.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
44.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
44.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
44.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
44.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
44.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
44.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
43.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
43.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
43.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
43.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
43.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
43.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
43.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
43.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
43.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
43.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
43.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
43.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
43.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
43.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
43.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
43.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
42.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
42.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
42.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
42.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
42.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
42.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
42.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
42.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
42.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
42.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
42.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
42.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
42.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
42.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
42.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
42.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
42.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
42.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
42.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
42.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
42.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
41.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
41.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
41.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
41.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
41.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
41.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
41.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
41.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
41.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
41.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
41.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
41.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
40.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
40.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
40.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
40.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
40.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
40.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
40.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
40.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
40.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
40.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
40.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
40.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
40.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
40.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
40.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
40.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
40.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
39.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
39.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
39.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
39.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
39.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
39.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
39.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
39.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
39.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
39.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
39.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
39.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
39.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
39.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
39.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
39.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
39.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
39.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
39.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
38.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
38.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
38.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
38.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
38.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
38.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
38.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
38.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
38.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
37.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
37.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
37.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
37.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
37.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
37.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
37.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
37.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
37.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
37.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
37.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
37.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
37.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
37.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
37.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
36.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
36.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
36.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
36.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
36.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
36.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
36.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
36.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
36.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
36.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
36.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
36.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
36.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
36.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
36.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
36.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
36.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
35.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
35.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
35.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
35.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
35.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
35.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
35.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
35.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
35.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
34.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
34.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
34.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
34.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
34.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
34.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
34.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
34.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
34.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
34.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
34.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
34.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
34.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
33.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
33.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
33.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
33.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
33.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
33.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
33.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
33.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
33.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
32.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
32.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
32.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
32.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
32.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
32.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
31.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
31.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
31.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
31.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
31.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
31.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
31.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
30.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
30.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
30.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
30.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
30.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
30.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
29.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
29.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
29.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
29.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
28.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
28.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
28.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
28.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
28.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
28.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
27.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
27.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
27.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
27.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
26.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
25.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
25.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
25.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
25.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
24.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
24.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
24.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
24.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
23.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
23.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
22.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
22.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
21.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
20.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
16.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
16.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
9.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
4.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CORO1B 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
47.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
84.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
80.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
80.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
78.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
73.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
72.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
69.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
67.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
66.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
64.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
63.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
62.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
62.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
62.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
60.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
60.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
59.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
58.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
57.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
57.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
57.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
56.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
54.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
53.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
53.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
53.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
52.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
52.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
52.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
51.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
50.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
50.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
50.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
50.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
49.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
49.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
48.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
48.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
48.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
48.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
47.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
47.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
47.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
47.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
47.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
47.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
46.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
46.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
46.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
46.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
45.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
45.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
45.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
45.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
45.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
45.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
44.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
44.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
44.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
44.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
44.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
44.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
44.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
44.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
43.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
42.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
41.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
41.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
41.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
41.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
41.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
40.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
40.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
40.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
40.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
40.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
40.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
39.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
39.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
39.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
39.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
38.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
37.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
37.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
36.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
36.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
35.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
35.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
35.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
34.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
34.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
33.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
29.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
25.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
23.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
23.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
18.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
17.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
17.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CORO1B 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
74.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
155.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
149.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
149.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
145.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
136.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
134.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
133.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
132.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
128.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
124.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
122.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
119.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
119.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
119.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
118.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
116.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
116.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
115.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
113.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
112.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
112.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
111.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
111.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
111.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
110.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
110.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
109.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
109.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
107.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
107.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
106.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
106.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
105.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
105.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
105.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
104.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
103.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
103.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
103.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
103.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
102.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
101.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
100.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
100.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
100.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
99.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
99.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
98.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
98.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
98.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
98.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
97.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
97.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
97.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
96.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
96.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
96.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
96.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
95.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
95.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
94.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
93.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
93.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
93.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
92.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
92.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
91.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
91.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
91.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
90.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
90.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
89.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
89.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
88.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
88.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
88.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
87.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
86.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
86.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
86.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
85.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
85.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
85.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
85.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
85.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
84.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
84.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
84.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
84.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
84.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
84.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
82.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
82.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
81.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
81.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
80.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
80.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
80.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
80.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
80.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
79.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
79.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
79.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
79.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
78.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
78.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
78.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
78.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
78.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
77.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
77.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
76.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
76.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
76.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
75.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
75.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
75.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
75.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
75.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
74.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
74.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
74.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
74.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
73.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
73.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
73.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
73.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
73.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
72.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
72.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
72.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
72.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
72.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
72.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
72.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
72.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
72.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
72.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
71.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
71.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
71.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
71.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
71.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
71.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
71.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
71.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
70.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
70.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
70.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
70.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
69.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
69.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
69.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
68.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
68.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
68.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
68.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
68.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
68.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
68.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
68.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
68.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
67.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
67.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
67.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
67.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
66.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
66.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
66.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
66.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
66.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
66.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
66.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
66.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
65.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
65.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
65.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
65.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
65.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
64.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
64.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
64.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
64.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
63.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
63.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
63.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
63.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
63.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
63.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
62.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
62.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
62.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
62.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
62.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
61.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
61.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
61.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
61.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
61.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
61.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
61.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
61.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
60.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
60.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
60.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
60.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
60.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
60.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
59.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
59.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
59.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
58.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
58.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
58.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
58.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
58.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
57.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
57.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
57.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
57.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
57.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
57.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
56.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
56.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
56.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
56.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
55.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
55.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
55.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
55.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
54.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
54.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
53.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
53.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
52.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
52.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
52.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
52.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
51.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
51.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
51.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
50.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
49.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
49.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
49.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
49.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
49.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
48.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
47.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
46.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
45.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
44.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
44.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
44.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
44.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
44.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
43.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
43.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
43.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
41.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
41.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
41.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
40.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
40.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
40.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
37.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
37.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
37.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
35.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
34.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
33.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
32.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
29.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
28.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
28.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
28.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
25.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
25.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
24.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
18.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
11.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
2.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
1.1
CPT0079180003
Tumor
0.8
CPT0002270011
Tumor
0.7
CPT0017410003
Tumor
0.5
CPT0078510003
Tumor
0.4
CPT0078660003
Tumor
0.4
CPT0076350001
Normal
0.3
CPT0014350001
Normal
0.3
CPT0006950001
Normal
0.3
CPT0025060001
Normal
0.3
CPT0009080003
Normal
0.3
CPT0024680001
Normal
0.3
CPT0013790003
Normal
0.3
CPT0077140001
Normal
0.2
CPT0001340003
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0063640001
Normal
0.2
CPT0012900004
Tumor
0.2
CPT0075570001
Normal
0.2
CPT0088920001
Normal
0.2
CPT0077500001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0065450001
Normal
0.2
CPT0078840001
Normal
0.2
CPT0079430001
Normal
0.2
CPT0001350001
Normal
0.2
CPT0012090003
Normal
0.2
CPT0012770003
Normal
0.2
CPT0066430001
Normal
0.2
CPT0025610001
Normal
0.2
CPT0092800003
Normal
0.2
CPT0023360001
Normal
0.2
CPT0020130001
Normal
0.2
CPT0018250001
Normal
0.2
CPT0011240003
Tumor
0.2
CPT0066480003
Tumor
0.2
CPT0078800003
Tumor
0.2
CPT0026420001
Normal
0.2
CPT0012920003
Normal
0.2
CPT0012570003
Normal
0.2
CPT0082010001
Normal
0.2
CPT0065820001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0007470001
Normal
0.2
CPT0092310003
Normal
0.2
CPT0006530001
Normal
0.2
CPT0089480003
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0000790001
Normal
0.1
CPT0006730001
Normal
0.1
CPT0025880003
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0007870001
Normal
0.1
CPT0086970003
Normal
0.1
CPT0023710001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0065430003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0010170001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0014130001
Normal
0.1
CPT0077320001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0092190003
Normal
0.1
CPT0088710001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0084590001
Normal
0.1
CPT0088630003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0078670001
Normal
0.1
CPT0092290003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0069010001
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0087050003
Normal
0.1
CPT0076330003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0092740003
Normal
0.1
CPT0001550001
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0012370003
Tumor
0.0
CPT0024670003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0071150004
Tumor
0.0
CPT0014160003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0086870003
Tumor
0.0
CPT0000640003
Tumor
0.0
CPT0065870003
Tumor
0.0
CPT0088760003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0066520001
Normal
0.0
CPT0088480003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0015910003
Tumor
0.0
CPT0085670003
Tumor
0.0
CPT0066470004
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0001260009
Tumor
0.0
CPT0001540009
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0021240003
Tumor
0.0
CPT0075130003
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0009020003
Normal
0.0
CPT0012640003
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0017850003
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0092730003
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0063320003
Tumor
-0.1
CPT0088640003
Normal
-0.1
CPT0079380003
Tumor
-0.1
CPT0078990003
Tumor
-0.1
CPT0025920001
Normal
-0.1
CPT0087040003
Tumor
-0.1
CPT0077110003
Tumor
-0.1
CPT0012670003
Tumor
-0.1
CPT0001500009
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0069160003
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0012080003
Tumor
-0.1
CPT0077490003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0000870016
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0014370004
Tumor
-0.1
CPT0025290003
Tumor
-0.1
CPT0086030003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0015730003
Tumor
-0.1
CPT0088780001
Normal
-0.1
CPT0079300001
Normal
-0.1
CPT0079270003
Tumor
-0.1
CPT0025350003
Tumor
-0.1
CPT0014450004
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0001180009
Tumor
-0.1
CPT0006630003
Tumor
-0.1
CPT0012180003
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0011410003
Tumor
-0.2
CPT0010160003
Tumor
-0.2
CPT0026410003
Tumor
-0.2
CPT0079480003
Tumor
-0.2
CPT0089460004
Tumor
-0.2
CPT0065750003
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0000780007
Tumor
-0.2
CPT0025110003
Tumor
-0.2
CPT0088690003
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0023690003
Tumor
-0.2
CPT0065930003
Tumor
-0.2
CPT0012550003
Tumor
-0.2
CPT0009000003
Tumor
-0.2
CPT0092790003
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0086820003
Tumor
-0.3
CPT0081880003
Tumor
-0.3
CPT0079410003
Tumor
-0.3
CPT0079230003
Tumor
-0.3
CPT0086950003
Tumor
-0.3
CPT0007860003
Tumor
-0.3
CPT0088970003
Tumor
-0.4
CPT0025580004
Tumor
-0.4
CPT0002350011
Tumor
-0.4
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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
