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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.
PRKAG1 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
66.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
144.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
134.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
114.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
111.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
109.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
106.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
105.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
99.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
99.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
97.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
96.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
95.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
91.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
91.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
90.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
90.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
89.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
87.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
86.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
81.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
80.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
79.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
78.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
78.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
74.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
72.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
69.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
64.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
62.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
62.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
60.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
60.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
60.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
57.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
54.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
53.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
52.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
51.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
48.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
48.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
46.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
45.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
45.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
45.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
45.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
44.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
42.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
42.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
42.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
42.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
42.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
40.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
39.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
39.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
37.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
36.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
36.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
36.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
35.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
33.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
32.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
30.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
30.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
PRKAG1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
44.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
85.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
81.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
76.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
76.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
75.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
73.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
73.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
73.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
73.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
70.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
70.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
69.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
69.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
67.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
66.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
65.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
65.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
63.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
63.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
63.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
63.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
63.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
63.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
63.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
63.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
63.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
62.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
62.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
62.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
62.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
61.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
61.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
61.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
61.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
61.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
61.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
61.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
61.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
61.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
60.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
60.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
60.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
60.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
60.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
59.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
59.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
59.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
59.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
59.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
59.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
59.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
59.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
58.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
58.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
58.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
58.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
58.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
58.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
58.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
58.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
58.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
58.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
58.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
58.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
58.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
58.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
57.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
57.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
57.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
57.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
57.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
57.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
57.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
57.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
56.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
56.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
56.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
56.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
56.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
56.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
56.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
56.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
56.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
56.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
55.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
55.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
55.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
55.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
55.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
55.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
55.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
55.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
55.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
55.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
54.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
54.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
54.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
54.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
54.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
54.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
54.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
54.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
54.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
54.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
54.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
54.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
53.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
53.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
53.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
53.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
53.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
53.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
53.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
53.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
53.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
53.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
53.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
53.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
53.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
52.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
52.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
52.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
52.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
52.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
52.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
52.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
52.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
52.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
52.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
52.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
51.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
51.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
51.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
51.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
51.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
51.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
51.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
51.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
51.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
51.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
51.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
51.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
51.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
51.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
51.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
51.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
51.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
51.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
51.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
50.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
50.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
50.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
50.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
50.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
50.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
50.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
50.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
50.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
50.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
50.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
50.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
49.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
49.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
49.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
49.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
49.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
49.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
49.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
49.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
49.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
49.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
49.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
49.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
49.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
49.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
49.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
49.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
49.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
49.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
49.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
49.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
49.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
49.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
49.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
48.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
48.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
48.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
48.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
48.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
48.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
48.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
48.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
48.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
48.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
48.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
48.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
48.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
48.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
48.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
48.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
48.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
48.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
48.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
48.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
47.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
47.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
47.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
47.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
47.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
47.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
47.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
47.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
47.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
47.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
47.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
47.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
47.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
47.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
47.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
47.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
47.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
47.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
46.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
46.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
46.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
46.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
46.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
46.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
46.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
46.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
46.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
46.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
46.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
46.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
46.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
46.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
46.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
46.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
46.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
46.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
46.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
46.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
46.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
46.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
46.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
46.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
46.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
45.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
45.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
45.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
45.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
45.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
45.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
45.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
45.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
45.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
45.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
45.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
45.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
45.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
45.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
45.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
45.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
45.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
45.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
45.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
45.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
45.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
45.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
45.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
45.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
45.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
45.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
45.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
45.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
45.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
45.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
45.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
45.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
44.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
44.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
44.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
44.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
44.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
44.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
44.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
44.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
44.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
44.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
44.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
43.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
43.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
43.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
43.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
43.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
43.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
43.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
43.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
43.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
43.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
43.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
43.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
43.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
43.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
43.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
43.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
43.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
43.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
42.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
42.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
42.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
42.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
42.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
42.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
42.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
42.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
42.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
42.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
42.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
42.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
42.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
42.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
42.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
42.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
42.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
41.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
41.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
41.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
41.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
41.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
41.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
41.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
41.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
41.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
41.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
41.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
41.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
41.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
41.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
41.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
41.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
41.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
41.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
41.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
41.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
41.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
40.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
40.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
40.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
40.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
40.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
40.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
40.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
40.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
40.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
40.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
40.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
40.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
40.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
40.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
39.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
39.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
39.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
39.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
39.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
39.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
39.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
39.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
39.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
39.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
39.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
39.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
38.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
38.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
38.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
38.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
38.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
38.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
38.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
38.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
38.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
38.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
38.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
38.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
38.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
37.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
37.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
37.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
37.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
37.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
37.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
37.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
37.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
37.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
37.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
37.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
37.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
36.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
36.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
36.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
36.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
36.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
36.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
36.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
36.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
36.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
36.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
36.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
36.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
36.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
35.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
35.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
35.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
35.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
35.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
35.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
35.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
35.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
35.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
35.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
34.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
34.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
34.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
34.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
34.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
34.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
34.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
34.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
34.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
34.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
34.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
33.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
33.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
33.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
33.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
33.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
33.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
33.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
33.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
33.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
32.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
32.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
32.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
32.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
32.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
32.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
32.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
32.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
32.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
32.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
31.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
31.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
31.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
31.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
31.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
31.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
30.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
30.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
30.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
30.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
30.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
29.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
29.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
29.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
29.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
29.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
29.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
29.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
29.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
29.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
28.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
28.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
28.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
28.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
27.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
27.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
27.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
26.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
26.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
26.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
26.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
26.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
25.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
25.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
25.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
25.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
25.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
25.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
25.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
24.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
24.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
24.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
24.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
24.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
24.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
24.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
24.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
24.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
23.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
23.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
23.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
22.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
21.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
21.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
21.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
21.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
21.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
21.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
20.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
20.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
19.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
19.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
19.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
18.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
16.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
16.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
15.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
14.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
13.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
11.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 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.
PRKAG1 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
48.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
69.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
68.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
67.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
65.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
65.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
64.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
64.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
63.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
60.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
60.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
59.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
58.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
58.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
58.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
58.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
57.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
56.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
56.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
56.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
56.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
55.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
55.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
55.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
55.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
55.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
55.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
54.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
54.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
54.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
53.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
53.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
52.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
52.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
51.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
51.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
50.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
50.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
50.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
49.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
49.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
49.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
49.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
49.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
49.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
48.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
48.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
48.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
48.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
48.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
48.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
48.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
47.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
46.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
46.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
46.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
45.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
45.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
45.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
45.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
45.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
44.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
44.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
44.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
43.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
43.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
43.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
43.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
42.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
42.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
42.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
42.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
41.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
41.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
41.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
41.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
40.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
40.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
40.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
40.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
40.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
40.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
39.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
39.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
39.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
38.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
38.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
37.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
37.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
36.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
36.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
36.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
36.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
36.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
36.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
35.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
34.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
34.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
33.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
28.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PRKAG1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
50.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
141.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
129.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
121.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
115.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
109.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
107.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
106.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
102.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
101.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
98.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
96.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
95.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
95.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
94.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
93.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
89.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
89.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
88.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
87.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
86.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
86.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
86.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
85.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
84.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
83.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
82.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
82.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
81.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
81.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
80.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
80.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
78.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
78.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
78.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
77.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
77.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
76.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
75.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
75.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
75.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
75.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
73.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
73.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
71.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
71.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
71.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
70.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
68.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
68.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
68.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
67.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
67.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
67.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
66.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
66.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
65.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
63.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
63.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
63.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
63.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
63.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
62.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
62.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
61.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
61.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
61.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
61.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
61.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
60.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
60.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
60.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
59.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
58.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
58.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
58.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
58.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
57.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
57.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
57.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
56.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
56.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
56.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
56.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
55.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
55.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
54.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
54.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
54.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
54.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
54.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
53.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
53.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
53.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
53.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
53.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
53.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
53.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
53.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
52.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
52.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
52.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
52.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
52.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
52.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
52.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
52.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
51.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
51.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
51.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
50.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
50.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
50.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
50.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
50.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
49.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
49.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
49.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
49.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
49.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
49.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
49.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
48.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
48.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
48.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
48.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
48.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
47.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
47.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
47.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
47.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
47.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
47.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
47.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
47.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
47.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
47.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
47.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
47.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
46.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
46.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
46.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
46.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
45.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
45.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
45.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
45.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
45.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
45.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
44.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
44.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
44.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
44.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
44.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
44.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
43.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
43.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
43.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
43.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
43.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
43.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
42.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
42.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
42.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
42.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
42.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
42.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
42.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
42.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
41.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
41.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
41.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
41.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
41.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
41.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
41.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
41.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
40.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
40.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
40.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
40.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
40.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
40.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
39.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
39.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
39.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
39.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
39.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
39.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
39.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
39.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
39.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
39.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
39.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
38.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
38.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
38.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
38.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
38.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
38.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
38.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
38.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
38.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
38.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
38.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
38.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
37.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
37.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
36.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
36.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
36.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
36.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
36.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
36.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
36.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
36.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
35.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
35.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
35.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
35.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
35.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
35.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
35.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
34.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
34.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
34.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
34.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
33.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
33.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
33.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
33.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
33.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
33.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
33.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
32.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
32.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
32.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
32.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
31.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
31.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
31.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
31.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
31.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
30.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
30.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
30.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
30.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
30.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
29.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
29.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
29.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
28.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
28.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
28.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
28.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
28.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
28.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
28.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
27.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
27.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
27.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
27.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
26.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
26.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
25.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
25.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
25.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
25.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
25.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
25.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
24.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
23.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
22.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
21.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
21.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
20.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
19.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
19.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
18.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
18.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
18.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
17.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
15.7
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001180009
Tumor
0.8
CPT0012550003
Tumor
0.7
CPT0086820003
Tumor
0.7
CPT0024670003
Tumor
0.7
CPT0001540009
Tumor
0.6
CPT0007320003
Tumor
0.6
CPT0014450004
Tumor
0.6
CPT0079180003
Tumor
0.6
CPT0079410003
Tumor
0.6
CPT0000870016
Tumor
0.5
CPT0079230003
Tumor
0.5
CPT0000640003
Tumor
0.5
CPT0079270003
Tumor
0.5
CPT0078830003
Tumor
0.5
CPT0012370003
Tumor
0.5
CPT0065810003
Tumor
0.5
CPT0077110003
Tumor
0.5
CPT0019130003
Tumor
0.5
CPT0078930003
Tumor
0.4
CPT0011410003
Tumor
0.4
CPT0069000003
Tumor
0.4
CPT0064370003
Tumor
0.4
CPT0078990003
Tumor
0.4
CPT0015730003
Tumor
0.4
CPT0079480003
Tumor
0.3
CPT0015810003
Tumor
0.3
CPT0086360003
Tumor
0.3
CPT0012280003
Tumor
0.3
CPT0065870003
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0025110003
Tumor
0.3
CPT0065930003
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0092160003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0065750003
Tumor
0.3
CPT0012670003
Tumor
0.3
CPT0006630003
Tumor
0.3
CPT0071150004
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0002350011
Tumor
0.2
CPT0078800003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0066430001
Normal
0.2
CPT0078510003
Tumor
0.2
CPT0001500009
Tumor
0.2
CPT0078660003
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0077310003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0079430001
Normal
0.1
CPT0002270011
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0013790003
Normal
0.1
CPT0092800003
Normal
0.1
CPT0020130001
Normal
0.1
CPT0023690003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0085670003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0000790001
Normal
0.1
CPT0087050003
Normal
0.1
CPT0006440003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0063630003
Tumor
0.0
CPT0076330003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0065450001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0011240003
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0088780001
Normal
0.0
CPT0086870003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0019990003
Tumor
0.0
CPT0012770003
Normal
0.0
CPT0010120001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0063330001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0012080003
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0023350003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0077140001
Normal
0.0
CPT0026420001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0000780007
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0078840001
Normal
0.0
CPT0076350001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0081600003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0079000001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0025290003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0079300001
Normal
-0.1
CPT0077490003
Tumor
-0.1
CPT0086830003
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0017450001
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0012640003
Normal
-0.1
CPT0020120003
Tumor
-0.1
CPT0001550001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0001270001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0088760003
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0009020003
Normal
-0.1
CPT0079510001
Normal
-0.1
CPT0089460004
Tumor
-0.1
CPT0025610001
Normal
-0.1
CPT0088500001
Normal
-0.2
CPT0069190001
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0000660001
Normal
-0.2
CPT0092290003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0088630003
Tumor
-0.2
CPT0014470001
Normal
-0.2
CPT0081620001
Normal
-0.2
CPT0084590001
Normal
-0.2
CPT0084560003
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0092730003
Tumor
-0.2
CPT0086890003
Normal
-0.2
CPT0089040001
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0075170001
Normal
-0.2
CPT0069160003
Tumor
-0.2
CPT0001260009
Tumor
-0.2
CPT0075560003
Tumor
-0.3
CPT0017410003
Tumor
-0.3
CPT0092190003
Normal
-0.3
CPT0081880003
Tumor
-0.3
CPT0086950003
Tumor
-0.4
CPT0077320001
Normal
-0.4
CPT0001340003
Tumor
-0.5
CPT0012180003
Tumor
-0.5
CPT0088550004
Tumor
-0.6
CPT0017850003
Tumor
-0.6
CPT0088970003
Tumor
-1.4
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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.
The Human Protein Atlas project is funded
