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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.
PDHB 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
70.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
162.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
135.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
131.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
129.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
122.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
122.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
115.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
112.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
111.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
110.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
109.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
108.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
101.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
94.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
92.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
90.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
89.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
85.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
84.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
84.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
81.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
76.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
75.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
73.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
70.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
69.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
68.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
67.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
67.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
66.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
65.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
64.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
64.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
64.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
64.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
63.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
59.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
59.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
58.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
57.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
56.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
56.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
55.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
54.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
53.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
53.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
49.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
49.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
48.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
47.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
47.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
46.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
45.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
44.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
37.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
34.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
33.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
32.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
30.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
29.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
27.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
20.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
17.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 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.
PDHB 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
36.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
127.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
126.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
113.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
106.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
94.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
94.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
92.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
91.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
89.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
84.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
82.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
81.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
81.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
81.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
80.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
79.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
78.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
77.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
74.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
74.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
70.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
67.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
67.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
64.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
64.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
63.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
63.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
63.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
62.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
62.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
62.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
62.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
61.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
60.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
59.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
59.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
57.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
57.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
57.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
57.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
57.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
57.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
56.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
56.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
56.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
56.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
56.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
55.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
54.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
54.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
54.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
53.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
53.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
53.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
53.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
52.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
51.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
51.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
51.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
50.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
50.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
50.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
49.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
49.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
49.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
49.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
49.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
48.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
48.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
48.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
48.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
48.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
48.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
48.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
48.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
48.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
48.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
47.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
47.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
47.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
46.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
46.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
46.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
46.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
45.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
45.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
45.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
45.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
45.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
45.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
44.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
44.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
44.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
44.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
44.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
43.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
43.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
43.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
43.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
43.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
43.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
43.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
43.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
43.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
42.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
42.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
42.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
42.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
42.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
42.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
42.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
42.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
42.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
42.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
41.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
41.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
41.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
41.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
41.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
41.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
41.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
41.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
41.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
41.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
41.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
41.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
40.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
40.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
40.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
40.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
40.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
40.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
40.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
40.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
40.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
40.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
39.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
39.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
39.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
39.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
39.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
39.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
39.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
39.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
39.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
39.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
39.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
39.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
39.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
39.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
39.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
39.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
39.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
39.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
38.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
38.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
38.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
38.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
38.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
38.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
38.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
38.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
38.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
38.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
38.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
38.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
38.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
38.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
38.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
38.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
38.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
38.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
38.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
38.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
38.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
37.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
37.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
37.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
37.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
37.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
37.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
37.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
37.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
37.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
37.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
37.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
37.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
37.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
37.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
37.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
37.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
37.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
37.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
36.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
36.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
36.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
36.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
36.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
36.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
36.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
36.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
36.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
36.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
36.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
36.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
36.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
36.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
36.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
36.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
36.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
36.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
36.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
36.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
36.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
36.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
36.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
36.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
36.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
36.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
35.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
35.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
35.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
35.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
35.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
35.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
35.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
35.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
35.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
35.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
35.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
35.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
35.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
35.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
35.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
35.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
35.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
35.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
35.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
35.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
34.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
34.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
34.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
34.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
34.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
34.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
34.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
34.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
34.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
34.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
34.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
34.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
34.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
34.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
34.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
34.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
34.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
34.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
34.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
34.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
34.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
34.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
34.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
34.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
34.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
34.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
34.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
34.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
34.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
34.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
33.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
33.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
33.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
33.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
33.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
33.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
33.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
33.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
33.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
33.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
33.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
33.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
33.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
33.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
33.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
33.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
33.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
33.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
33.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
33.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
32.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
32.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
32.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
32.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
32.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
32.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
32.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
32.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
32.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
32.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
32.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
32.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
32.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
32.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
32.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
32.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
32.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
32.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
31.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
31.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
31.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
31.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
31.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
31.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
31.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
31.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
31.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
31.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
31.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
31.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
31.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
31.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
31.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
31.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
31.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
31.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
31.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
31.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
30.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
30.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
30.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
30.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
30.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
30.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
29.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
29.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
29.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
29.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
29.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
29.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
29.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
29.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
29.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
29.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
29.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
29.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
29.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
29.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
28.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
28.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
28.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
28.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
28.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
28.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
28.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
28.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
28.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
28.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
28.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
28.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
28.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
28.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
28.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
28.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
28.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
28.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
28.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
28.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
28.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
28.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
28.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
28.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
27.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
27.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
27.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
27.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
27.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
27.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
27.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
27.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
27.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
27.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
27.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
27.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
27.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
27.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
27.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
27.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
27.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
27.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
27.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
27.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
27.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
26.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
26.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
26.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
26.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
26.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
26.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
26.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
26.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
26.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
26.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
26.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
26.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
26.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
26.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
26.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
26.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
26.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
26.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
26.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
26.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
26.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
25.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
25.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
25.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
25.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
25.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
25.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
25.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
25.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
25.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
25.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
25.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
25.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
25.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
24.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
24.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
24.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
24.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
24.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
24.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
24.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
24.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
24.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
24.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
24.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
24.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
24.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
24.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
24.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
24.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
24.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
24.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
24.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
24.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
24.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
23.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
23.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
23.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
23.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
23.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
23.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
23.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
23.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
23.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
23.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
23.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
23.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
23.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
23.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
22.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
22.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
22.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
22.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
22.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
22.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
22.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
22.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
22.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
22.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
22.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
22.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
22.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
22.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
21.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
21.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
21.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
21.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
21.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
21.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
21.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
21.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
21.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
21.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
21.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
20.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
20.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
20.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
20.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
20.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
20.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
20.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
19.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
19.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
19.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
19.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
19.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
18.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
18.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
18.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
17.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
17.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
17.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
17.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
17.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
16.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
15.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
15.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
15.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
15.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
15.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
14.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
14.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
14.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
13.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
12.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
12.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
11.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
11.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PDHB 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
33.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
117.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
66.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
58.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
57.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
53.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
49.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
48.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
48.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
47.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
45.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
45.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
45.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
43.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
41.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
41.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
41.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
41.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
41.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
40.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
40.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
39.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
37.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
37.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
37.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
37.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
37.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
37.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
37.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
36.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
36.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
36.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
36.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
36.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
36.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
35.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
35.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
35.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
35.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
35.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
35.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
34.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
34.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
34.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
34.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
33.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
33.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
33.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
33.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
33.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
33.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
33.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
33.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
33.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
32.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
32.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
32.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
31.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
31.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
31.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
31.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
30.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
29.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
29.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
29.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
29.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
29.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
29.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
28.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
28.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
28.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
27.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
27.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
26.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
26.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
25.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
25.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
25.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
25.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
25.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
25.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
25.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
25.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
25.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
25.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
25.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
24.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
24.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
22.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
22.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
22.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
20.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
20.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
18.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
18.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
17.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
17.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
17.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
16.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
15.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 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.
PDHB is potential prognostic, high expression is favorable 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
55.6
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
131.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
126.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
121.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
120.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
114.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
110.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
108.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
107.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
106.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
106.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
106.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
101.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
98.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
95.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
95.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
95.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
94.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
94.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
92.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
92.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
89.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
89.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
89.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
87.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
87.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
86.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
85.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
85.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
84.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
84.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
84.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
84.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
82.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
81.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
80.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
80.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
79.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
79.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
79.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
78.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
78.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
78.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
77.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
76.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
76.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
75.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
75.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
75.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
75.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
74.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
74.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
73.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
73.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
73.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
73.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
73.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
72.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
71.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
70.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
70.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
70.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
70.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
69.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
69.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
69.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
69.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
69.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
69.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
68.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
68.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
67.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
67.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
67.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
67.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
67.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
67.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
66.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
66.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
65.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
65.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
65.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
65.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
64.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
64.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
64.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
63.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
63.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
63.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
63.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
63.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
63.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
63.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
63.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
63.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
63.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
62.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
62.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
62.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
62.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
62.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
61.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
61.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
61.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
61.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
61.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
60.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
59.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
59.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
59.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
59.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
59.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
59.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
58.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
58.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
58.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
58.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
58.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
57.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
57.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
57.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
57.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
57.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
56.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
56.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
56.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
56.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
56.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
56.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
56.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
56.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
56.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
56.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
55.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
55.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
55.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
55.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
55.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
54.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
54.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
54.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
54.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
54.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
54.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
53.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
53.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
53.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
53.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
53.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
52.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
52.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
51.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
51.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
51.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
51.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
51.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
51.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
50.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
50.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
50.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
50.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
49.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
49.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
49.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
49.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
49.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
49.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
49.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
49.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
49.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
49.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
49.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
49.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
48.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
48.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
48.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
48.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
48.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
48.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
48.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
48.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
47.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
47.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
47.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
47.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
46.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
46.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
46.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
46.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
45.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
45.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
45.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
45.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
45.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
45.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
45.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
44.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
44.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
44.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
44.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
44.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
44.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
43.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
43.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
43.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
42.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
42.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
42.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
41.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
41.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
41.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
41.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
41.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
41.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
41.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
41.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
40.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
39.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
39.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
39.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
39.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
39.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
38.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
38.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
38.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
37.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
37.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
37.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
37.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
36.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
36.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
35.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
35.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
35.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
35.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
35.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
34.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
34.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
34.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
33.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
33.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
33.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
32.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
32.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
32.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
32.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
31.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
31.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
31.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
31.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
30.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
30.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
28.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
27.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
27.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
27.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
26.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
24.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
23.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
23.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
23.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
23.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
23.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
23.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
22.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
22.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
20.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
20.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
20.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
20.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
19.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
19.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
18.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
18.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
18.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
16.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
16.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
15.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
11.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
8.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
7.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
1.5
CPT0002270011
Tumor
1.2
CPT0012770003
Normal
1.0
CPT0079180003
Tumor
1.0
CPT0069010001
Normal
0.9
CPT0009080003
Normal
0.9
CPT0012570003
Normal
0.8
CPT0079000001
Normal
0.8
CPT0025610001
Normal
0.8
CPT0007870001
Normal
0.7
CPT0088780001
Normal
0.7
CPT0088640003
Normal
0.7
CPT0078670001
Normal
0.7
CPT0012640003
Normal
0.7
CPT0065450001
Normal
0.7
CPT0077140001
Normal
0.7
CPT0088500001
Normal
0.7
CPT0000790001
Normal
0.7
CPT0079430001
Normal
0.6
CPT0020130001
Normal
0.6
CPT0012090003
Normal
0.6
CPT0086890003
Normal
0.6
CPT0010170001
Normal
0.6
CPT0007470001
Normal
0.6
CPT0086830003
Normal
0.6
CPT0066430001
Normal
0.6
CPT0006950001
Normal
0.6
CPT0089480003
Normal
0.6
CPT0092740003
Normal
0.6
CPT0001510001
Normal
0.6
CPT0023710001
Normal
0.6
CPT0009020003
Normal
0.6
CPT0001230001
Normal
0.6
CPT0077500001
Normal
0.6
CPT0081620001
Normal
0.6
CPT0078840001
Normal
0.6
CPT0006730001
Normal
0.6
CPT0078530001
Normal
0.5
CPT0092310003
Normal
0.5
CPT0026420001
Normal
0.5
CPT0019160001
Normal
0.5
CPT0078940001
Normal
0.5
CPT0025920001
Normal
0.5
CPT0064400001
Normal
0.5
CPT0086370003
Normal
0.5
CPT0023360001
Normal
0.5
CPT0014350001
Normal
0.5
CPT0063330001
Normal
0.5
CPT0002370001
Normal
0.5
CPT0024680001
Normal
0.5
CPT0082010001
Normal
0.5
CPT0069190001
Normal
0.5
CPT0092800003
Normal
0.5
CPT0088710001
Normal
0.5
CPT0088920001
Normal
0.5
CPT0079300001
Normal
0.5
CPT0001350001
Normal
0.5
CPT0020020001
Normal
0.5
CPT0018250001
Normal
0.4
CPT0001550001
Normal
0.4
CPT0014470001
Normal
0.4
CPT0013790003
Normal
0.4
CPT0087050003
Normal
0.4
CPT0012290003
Normal
0.4
CPT0089040001
Normal
0.4
CPT0025060001
Normal
0.4
CPT0012920003
Normal
0.4
CPT0017450001
Normal
0.4
CPT0006530001
Normal
0.4
CPT0000890001
Normal
0.4
CPT0063640001
Normal
0.3
CPT0014130001
Normal
0.3
CPT0076350001
Normal
0.3
CPT0088570001
Normal
0.3
CPT0066520001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0079510001
Normal
0.2
CPT0086970003
Normal
0.2
CPT0065820001
Normal
0.2
CPT0000660001
Normal
0.1
CPT0088970003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0001500009
Tumor
0.1
CPT0010120001
Normal
-0.1
CPT0075170001
Normal
-0.1
CPT0078800003
Tumor
-0.1
CPT0078510003
Tumor
-0.2
CPT0001270001
Normal
-0.2
CPT0000780007
Tumor
-0.2
CPT0024670003
Tumor
-0.2
CPT0069000003
Tumor
-0.2
CPT0009060003
Tumor
-0.3
CPT0084590001
Normal
-0.3
CPT0092190003
Normal
-0.3
CPT0092290003
Tumor
-0.4
CPT0012900004
Tumor
-0.4
CPT0012670003
Tumor
-0.4
CPT0064370003
Tumor
-0.4
CPT0077320001
Normal
-0.4
CPT0077310003
Tumor
-0.5
CPT0088550004
Tumor
-0.5
CPT0020120003
Tumor
-0.5
CPT0010160003
Tumor
-0.6
CPT0025050003
Tumor
-0.6
CPT0089020003
Tumor
-0.6
CPT0007860003
Tumor
-0.6
CPT0087040003
Tumor
-0.6
CPT0012180003
Tumor
-0.6
CPT0075720003
Tumor
-0.6
CPT0011240003
Tumor
-0.6
CPT0069160003
Tumor
-0.6
CPT0089460004
Tumor
-0.6
CPT0075560003
Tumor
-0.6
CPT0088690003
Tumor
-0.6
CPT0079410003
Tumor
-0.6
CPT0023690003
Tumor
-0.7
CPT0014450004
Tumor
-0.7
CPT0079480003
Tumor
-0.7
CPT0014160003
Tumor
-0.7
CPT0063320003
Tumor
-0.7
CPT0092790003
Tumor
-0.7
CPT0088900003
Tumor
-0.7
CPT0009000003
Tumor
-0.7
CPT0007320003
Tumor
-0.7
CPT0012550003
Tumor
-0.7
CPT0006440003
Tumor
-0.8
CPT0025170003
Tumor
-0.8
CPT0086870003
Tumor
-0.8
CPT0012280003
Tumor
-0.8
CPT0012080003
Tumor
-0.8
CPT0019990003
Tumor
-0.8
CPT0019130003
Tumor
-0.8
CPT0000870016
Tumor
-0.8
CPT0092160003
Tumor
-0.8
CPT0026410003
Tumor
-0.8
CPT0017410003
Tumor
-0.8
CPT0001260009
Tumor
-0.8
CPT0002350011
Tumor
-0.8
CPT0014370004
Tumor
-0.8
CPT0017850003
Tumor
-0.8
CPT0023350003
Tumor
-0.8
CPT0025880003
Tumor
-0.8
CPT0076330003
Tumor
-0.9
CPT0081990003
Tumor
-0.9
CPT0006900003
Tumor
-0.9
CPT0081600003
Tumor
-0.9
CPT0078930003
Tumor
-0.9
CPT0075130003
Tumor
-0.9
CPT0000640003
Tumor
-0.9
CPT0088480003
Tumor
-0.9
CPT0011410003
Tumor
-0.9
CPT0066480003
Tumor
-0.9
CPT0065930003
Tumor
-0.9
CPT0086820003
Tumor
-0.9
CPT0088630003
Tumor
-0.9
CPT0015910003
Tumor
-0.9
CPT0077490003
Tumor
-0.9
CPT0066470004
Tumor
-0.9
CPT0063630003
Tumor
-0.9
CPT0088760003
Tumor
-0.9
CPT0006630003
Tumor
-0.9
CPT0071150004
Tumor
-1.0
CPT0021240003
Tumor
-1.0
CPT0078830003
Tumor
-1.0
CPT0012370003
Tumor
-1.0
CPT0001540009
Tumor
-1.0
CPT0079270003
Tumor
-1.0
CPT0086950003
Tumor
-1.0
CPT0010110003
Tumor
-1.0
CPT0001220008
Tumor
-1.1
CPT0015730003
Tumor
-1.1
CPT0092730003
Tumor
-1.1
CPT0086360003
Tumor
-1.1
CPT0065430003
Tumor
-1.1
CPT0065810003
Tumor
-1.1
CPT0084560003
Tumor
-1.1
CPT0078990003
Tumor
-1.1
CPT0085670003
Tumor
-1.1
CPT0065870003
Tumor
-1.2
CPT0025580004
Tumor
-1.2
CPT0077110003
Tumor
-1.2
CPT0001340003
Tumor
-1.2
CPT0079230003
Tumor
-1.3
CPT0001180009
Tumor
-1.4
CPT0015810003
Tumor
-1.4
CPT0065750003
Tumor
-1.4
CPT0065690003
Tumor
-1.4
CPT0025290003
Tumor
-1.4
CPT0086030003
Tumor
-1.5
CPT0025350003
Tumor
-1.5
CPT0025110003
Tumor
-1.5
CPT0025230003
Tumor
-1.6
CPT0079380003
Tumor
-1.8
CPT0081880003
Tumor
-1.8
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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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
