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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.
PHKB 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
51.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
119.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
114.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
103.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
97.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
93.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
92.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
92.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
85.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
85.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
82.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
80.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
76.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
74.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
73.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
70.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
70.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
67.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
66.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
63.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
61.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
61.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
61.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
61.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
61.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
59.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
58.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
57.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
55.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
55.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
50.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
48.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
46.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
45.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
42.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
41.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
41.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
40.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
37.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
36.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
36.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
36.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
35.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
35.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
35.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
33.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
33.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
33.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
32.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
30.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
28.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
27.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
26.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
24.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
22.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
21.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
20.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
20.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
19.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
17.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
15.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
14.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
14.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
12.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 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.
PHKB 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
28.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
85.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
71.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
68.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
66.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
65.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
62.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
57.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
55.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
55.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
53.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
52.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
51.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
51.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
50.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
49.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
48.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
48.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
47.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
47.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
46.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
46.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
45.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
45.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
45.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
45.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
44.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
44.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
44.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
44.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
43.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
43.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
43.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
42.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
42.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
42.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
42.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
42.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
41.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
41.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
41.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
41.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
41.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
41.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
41.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
41.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
40.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
40.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
40.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
40.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
40.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
40.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
40.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
40.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
40.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
40.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
40.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
39.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
39.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
39.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
39.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
38.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
38.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
38.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
38.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
38.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
37.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
37.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
37.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
37.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
37.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
37.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
37.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
37.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
37.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
37.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
37.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
37.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
37.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
37.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
37.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
37.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
37.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
37.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
37.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
37.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
37.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
37.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
37.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
36.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
36.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
36.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
36.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
36.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
36.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
36.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
36.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
36.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
36.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
35.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
35.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
35.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
35.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
35.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
35.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
35.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
35.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
35.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
35.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
35.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
35.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
35.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
35.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
35.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
35.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
35.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
35.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
35.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
35.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
35.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
35.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
34.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
34.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
34.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
34.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
34.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
34.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
34.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
34.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
34.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
34.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
34.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
34.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
34.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
34.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
34.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
34.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
34.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
34.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
34.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
34.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
34.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
34.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
34.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
34.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
34.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
34.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
34.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
33.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
33.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
33.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
33.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
33.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
33.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
33.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
33.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
33.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
33.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
33.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
33.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
33.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
33.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
33.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
32.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
32.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
32.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
32.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
32.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
32.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
32.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
32.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
32.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
32.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
32.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
32.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
32.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
32.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
32.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
32.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
32.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
32.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
32.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
32.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
32.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
32.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
32.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
31.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
31.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
31.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
31.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
31.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
31.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
31.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
31.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
31.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
31.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
31.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
31.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
31.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
31.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
31.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
31.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
31.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
30.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
30.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
30.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
30.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
30.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
30.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
30.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
30.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
30.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
30.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
30.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
30.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
30.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
30.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
30.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
30.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
30.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
30.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
30.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
30.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
30.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
30.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
29.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
29.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
29.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
29.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
29.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
29.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
29.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
29.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
29.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
29.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
29.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
29.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
29.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
29.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
29.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
29.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
29.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
29.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
29.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
29.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
29.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
29.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
29.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
29.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
28.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
28.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
28.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
28.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
28.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
28.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
28.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
28.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
28.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
28.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
28.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
28.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
28.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
28.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
28.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
28.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
28.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
28.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
28.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
28.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
28.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
28.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
28.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
28.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
28.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
27.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
27.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
27.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
27.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
27.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
27.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
27.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
27.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
27.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
27.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
27.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
27.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
27.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
27.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
27.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
27.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
27.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
27.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
27.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
27.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
27.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
27.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
27.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
27.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
27.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
26.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
26.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
26.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
26.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
26.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
26.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
26.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
26.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
26.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
26.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
26.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
26.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
26.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
26.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
26.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
26.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
26.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
26.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
26.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
26.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
25.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
25.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
25.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
25.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
25.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
25.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
25.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
25.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
25.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
25.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
25.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
25.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
25.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
25.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
25.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
25.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
25.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
25.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
25.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
25.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
25.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
24.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
24.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
24.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
24.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
24.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
24.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
24.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
24.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
24.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
24.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
24.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
24.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
24.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
24.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
24.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
23.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
23.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
23.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
23.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
23.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
23.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
23.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
23.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
23.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
23.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
23.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
23.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
23.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
23.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
23.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
22.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
22.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
22.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
22.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
22.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
22.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
22.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
22.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
22.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
22.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
22.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
22.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
22.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
22.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
22.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
22.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
21.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
21.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
21.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
21.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
21.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
21.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
21.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
21.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
21.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
21.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
21.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
21.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
21.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
21.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
20.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
20.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
20.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
20.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
20.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
20.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
20.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
20.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
20.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
20.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
20.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
20.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
20.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
20.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
20.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
19.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
19.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
19.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
19.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
19.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
19.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
19.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
19.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
19.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
19.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
19.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
19.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
19.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
19.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
19.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
19.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
18.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
18.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
18.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
18.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
18.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
18.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
18.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
18.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
18.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
18.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
18.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
18.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
18.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
18.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
18.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
17.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
17.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
17.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
17.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
17.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
17.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
17.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
17.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
16.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
16.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
16.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
16.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
16.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
16.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
16.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
16.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
15.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
15.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
15.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
15.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
15.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
15.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
14.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
14.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
14.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
14.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
14.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
14.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
14.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
14.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
14.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
14.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
14.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
14.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
14.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
13.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
13.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
13.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
13.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
13.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
13.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
13.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
13.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
13.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
13.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
13.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
13.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
12.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
12.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
12.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
12.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
11.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
11.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
11.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
11.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
10.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
10.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
10.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
10.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
10.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
10.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
9.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
9.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
9.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
9.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
8.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
8.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
8.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
8.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
7.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
5.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
5.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 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.
PHKB 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
31.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
62.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
54.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
51.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
48.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
46.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
44.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
41.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
41.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
41.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
41.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
41.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
41.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
41.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
41.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
41.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
41.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
40.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
39.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
39.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
39.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
38.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
38.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
38.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
38.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
38.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
37.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
37.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
37.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
37.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
37.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
36.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
36.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
35.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
35.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
35.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
35.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
34.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
34.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
34.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
34.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
33.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
33.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
32.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
32.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
32.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
32.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
31.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
31.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
31.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
31.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
31.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
31.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
30.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
30.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
30.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
30.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
30.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
28.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
28.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
28.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
28.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
27.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
27.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
27.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
27.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
27.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
26.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
26.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
26.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
26.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
26.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
26.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
25.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
25.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
25.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
25.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
24.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
24.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
24.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
23.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
23.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
23.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
23.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
23.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
22.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
22.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
21.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
21.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
21.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
20.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
19.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
19.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
18.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
18.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
16.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
15.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
15.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
14.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
13.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
PHKB 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
36.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
126.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
119.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
109.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
103.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
100.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
96.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
96.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
94.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
91.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
90.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
86.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
85.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
83.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
82.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
82.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
81.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
80.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
80.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
76.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
72.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
70.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
66.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
65.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
65.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
65.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
64.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
64.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
64.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
63.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
63.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
61.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
61.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
61.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
61.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
60.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
60.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
59.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
58.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
58.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
57.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
56.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
56.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
55.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
55.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
55.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
54.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
53.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
53.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
53.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
52.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
52.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
51.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
51.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
50.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
50.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
49.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
49.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
48.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
48.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
47.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
47.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
45.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
45.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
44.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
44.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
43.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
43.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
43.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
42.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
42.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
42.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
42.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
42.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
42.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
42.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
42.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
41.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
41.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
41.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
41.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
41.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
40.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
40.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
40.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
40.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
39.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
39.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
39.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
38.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
38.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
38.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
38.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
38.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
38.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
38.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
37.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
37.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
36.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
36.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
36.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
36.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
36.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
36.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
36.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
36.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
36.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
36.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
35.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
35.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
35.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
35.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
35.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
35.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
35.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
35.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
35.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
35.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
34.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
34.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
34.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
34.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
34.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
34.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
34.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
34.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
34.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
33.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
33.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
33.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
33.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
33.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
33.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
33.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
33.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
33.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
33.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
33.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
33.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
33.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
33.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
32.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
32.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
32.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
32.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
32.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
32.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
31.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
31.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
31.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
31.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
31.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
31.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
31.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
31.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
31.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
30.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
30.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
30.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
30.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
30.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
30.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
30.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
30.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
30.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
30.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
30.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
29.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
29.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
29.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
29.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
29.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
29.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
29.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
29.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
29.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
29.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
29.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
29.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
29.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
29.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
28.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
28.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
28.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
28.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
27.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
27.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
27.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
27.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
27.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
27.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
27.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
26.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
26.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
26.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
26.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
26.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
26.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
25.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
25.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
25.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
25.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
24.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
24.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
24.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
24.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
24.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
24.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
24.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
24.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
23.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
23.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
23.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
23.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
23.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
23.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
22.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
22.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
22.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
22.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
22.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
22.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
22.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
22.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
21.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
21.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
21.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
21.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
21.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
20.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
20.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
20.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
20.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
20.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
20.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
20.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
19.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
19.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
19.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
19.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
19.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
19.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
18.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
18.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
18.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
17.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
17.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
17.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
17.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
17.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
17.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
16.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
16.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
16.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
16.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
16.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
15.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
15.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
15.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
15.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
15.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
15.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
14.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
13.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
12.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
12.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
12.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
12.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
12.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
11.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
11.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
11.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
11.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
10.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
9.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
9.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
9.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
9.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
8.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
7.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
7.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
7.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
6.6
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088970003
Tumor
1.6
CPT0079180003
Tumor
1.3
CPT0001540009
Tumor
1.1
CPT0012280003
Tumor
1.1
CPT0002270011
Tumor
1.0
CPT0077110003
Tumor
1.0
CPT0025880003
Tumor
1.0
CPT0079270003
Tumor
0.9
CPT0078660003
Tumor
0.9
CPT0065810003
Tumor
0.9
CPT0000870016
Tumor
0.9
CPT0001500009
Tumor
0.9
CPT0002350011
Tumor
0.8
CPT0019130003
Tumor
0.8
CPT0079230003
Tumor
0.8
CPT0086820003
Tumor
0.8
CPT0024670003
Tumor
0.8
CPT0012080003
Tumor
0.7
CPT0025580004
Tumor
0.7
CPT0069000003
Tumor
0.7
CPT0012370003
Tumor
0.7
CPT0026410003
Tumor
0.7
CPT0001180009
Tumor
0.7
CPT0079480003
Tumor
0.6
CPT0065430003
Tumor
0.6
CPT0025230003
Tumor
0.6
CPT0025110003
Tumor
0.5
CPT0088480003
Tumor
0.5
CPT0015810003
Tumor
0.5
CPT0014450004
Tumor
0.5
CPT0077490003
Tumor
0.5
CPT0010160003
Tumor
0.5
CPT0012900004
Tumor
0.5
CPT0021240003
Tumor
0.5
CPT0066470004
Tumor
0.5
CPT0006630003
Tumor
0.5
CPT0010110003
Tumor
0.5
CPT0078830003
Tumor
0.5
CPT0078930003
Tumor
0.5
CPT0078990003
Tumor
0.5
CPT0011410003
Tumor
0.5
CPT0076330003
Tumor
0.5
CPT0001220008
Tumor
0.4
CPT0019990003
Tumor
0.4
CPT0065870003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0009000003
Tumor
0.4
CPT0088900003
Tumor
0.4
CPT0081990003
Tumor
0.4
CPT0023350003
Tumor
0.4
CPT0015730003
Tumor
0.4
CPT0089460004
Tumor
0.4
CPT0006900003
Tumor
0.4
CPT0065750003
Tumor
0.4
CPT0065930003
Tumor
0.4
CPT0007860003
Tumor
0.3
CPT0092160003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0025050003
Tumor
0.3
CPT0012550003
Tumor
0.3
CPT0086950003
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0081880003
Tumor
0.3
CPT0065690003
Tumor
0.3
CPT0063320003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0023690003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0078510003
Tumor
0.1
CPT0025290003
Tumor
0.1
CPT0064370003
Tumor
0.1
CPT0088760003
Tumor
0.0
CPT0086870003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0014160003
Tumor
0.0
CPT0092290003
Tumor
0.0
CPT0000640003
Tumor
0.0
CPT0001340003
Tumor
-0.1
CPT0015910003
Tumor
-0.1
CPT0001260009
Tumor
-0.1
CPT0085670003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0009060003
Tumor
-0.1
CPT0066480003
Tumor
-0.1
CPT0026420001
Normal
-0.2
CPT0088690003
Tumor
-0.2
CPT0012570003
Normal
-0.2
CPT0075560003
Tumor
-0.3
CPT0078670001
Normal
-0.3
CPT0079430001
Normal
-0.3
CPT0092740003
Normal
-0.3
CPT0012770003
Normal
-0.3
CPT0088920001
Normal
-0.3
CPT0020020001
Normal
-0.3
CPT0012640003
Normal
-0.3
CPT0078940001
Normal
-0.3
CPT0088640003
Normal
-0.3
CPT0086890003
Normal
-0.4
CPT0066430001
Normal
-0.4
CPT0092800003
Normal
-0.4
CPT0025610001
Normal
-0.4
CPT0065450001
Normal
-0.4
CPT0001230001
Normal
-0.4
CPT0089040001
Normal
-0.4
CPT0063630003
Tumor
-0.4
CPT0013790003
Normal
-0.4
CPT0001350001
Normal
-0.4
CPT0076350001
Normal
-0.4
CPT0012090003
Normal
-0.4
CPT0012290003
Normal
-0.4
CPT0079000001
Normal
-0.4
CPT0086370003
Normal
-0.4
CPT0078840001
Normal
-0.4
CPT0069010001
Normal
-0.4
CPT0079510001
Normal
-0.4
CPT0006730001
Normal
-0.4
CPT0084560003
Tumor
-0.4
CPT0009080003
Normal
-0.4
CPT0024680001
Normal
-0.4
CPT0023710001
Normal
-0.4
CPT0092310003
Normal
-0.4
CPT0002370001
Normal
-0.4
CPT0066520001
Normal
-0.4
CPT0006950001
Normal
-0.4
CPT0007870001
Normal
-0.4
CPT0064400001
Normal
-0.4
CPT0081620001
Normal
-0.4
CPT0088500001
Normal
-0.4
CPT0018250001
Normal
-0.4
CPT0082010001
Normal
-0.5
CPT0014350001
Normal
-0.5
CPT0001550001
Normal
-0.5
CPT0075570001
Normal
-0.5
CPT0025060001
Normal
-0.5
CPT0023360001
Normal
-0.5
CPT0069190001
Normal
-0.5
CPT0009020003
Normal
-0.5
CPT0077500001
Normal
-0.5
CPT0086830003
Normal
-0.5
CPT0017450001
Normal
-0.5
CPT0089480003
Normal
-0.5
CPT0000790001
Normal
-0.5
CPT0088570001
Normal
-0.5
CPT0019160001
Normal
-0.5
CPT0078800003
Tumor
-0.5
CPT0025920001
Normal
-0.5
CPT0078530001
Normal
-0.5
CPT0014470001
Normal
-0.5
CPT0063330001
Normal
-0.5
CPT0088780001
Normal
-0.5
CPT0063640001
Normal
-0.5
CPT0014130001
Normal
-0.5
CPT0000890001
Normal
-0.5
CPT0086970003
Normal
-0.5
CPT0010170001
Normal
-0.5
CPT0088710001
Normal
-0.5
CPT0001510001
Normal
-0.5
CPT0017850003
Tumor
-0.5
CPT0087050003
Normal
-0.5
CPT0012920003
Normal
-0.5
CPT0077140001
Normal
-0.5
CPT0006530001
Normal
-0.6
CPT0001190001
Normal
-0.6
CPT0007470001
Normal
-0.6
CPT0000660001
Normal
-0.6
CPT0088550004
Tumor
-0.6
CPT0020130001
Normal
-0.6
CPT0075170001
Normal
-0.6
CPT0010120001
Normal
-0.6
CPT0001270001
Normal
-0.7
CPT0084590001
Normal
-0.7
CPT0065820001
Normal
-0.7
CPT0077320001
Normal
-0.7
CPT0079300001
Normal
-0.7
CPT0092190003
Normal
-0.8
CPT0012180003
Tumor
-0.8
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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
