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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.
NR1H4 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
1.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
20.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
14.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
7.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
6.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
6.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
5.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
2.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
2.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
1.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
0.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
0.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
0.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
0.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
0.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
0.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
0.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
0.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
0.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
0.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
0.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
0.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
0.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
0.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 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.
NR1H4 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
31.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
156.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
151.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
132.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
124.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
95.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
86.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
84.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
81.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
80.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
76.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
76.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
73.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
73.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
72.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
71.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
70.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
67.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
67.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
66.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
66.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
65.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
65.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
64.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
64.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
64.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
63.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
63.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
62.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
62.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
62.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
61.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
60.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
60.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
59.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
58.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
58.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
56.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
55.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
55.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
55.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
54.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
54.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
53.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
53.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
53.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
53.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
53.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
52.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
52.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
52.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
52.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
52.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
52.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
51.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
51.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
51.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
51.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
51.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
50.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
50.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
50.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
49.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
49.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
49.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
49.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
48.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
48.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
48.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
48.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
48.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
48.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
47.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
47.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
47.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
47.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
47.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
47.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
46.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
46.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
46.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
46.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
46.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
46.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
45.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
45.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
45.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
45.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
45.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
45.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
45.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
44.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
44.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
44.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
44.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
44.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
44.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
44.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
44.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
44.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
44.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
44.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
43.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
43.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
43.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
43.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
43.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
43.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
43.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
42.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
42.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
42.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
42.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
42.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
42.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
42.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
42.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
42.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
42.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
42.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
42.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
41.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
41.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
41.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
41.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
41.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
40.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
40.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
40.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
40.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
40.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
40.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
39.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
39.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
39.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
39.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
39.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
39.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
39.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
39.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
39.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
38.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
38.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
38.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
38.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
38.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
38.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
38.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
38.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
38.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
38.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
38.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
38.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
37.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
37.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
37.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
37.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
37.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
37.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
37.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
37.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
37.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
37.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
36.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
36.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
36.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
36.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
36.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
36.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
36.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
36.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
36.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
36.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
36.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
36.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
35.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
35.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
35.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
35.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
35.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
35.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
35.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
35.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
35.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
35.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
35.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
34.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
34.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
34.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
34.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
34.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
34.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
34.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
34.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
34.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
34.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
34.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
34.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
34.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
33.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
33.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
33.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
33.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
33.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
33.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
33.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
33.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
33.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
33.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
33.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
33.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
33.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
33.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
33.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
32.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
32.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
32.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
32.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
32.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
32.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
32.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
32.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
32.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
32.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
32.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
32.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
32.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
32.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
32.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
31.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
31.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
31.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
31.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
31.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
31.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
31.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
31.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
31.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
31.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
31.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
31.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
31.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
31.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
31.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
30.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
30.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
30.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
30.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
30.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
30.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
30.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
30.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
30.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
30.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
29.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
29.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
29.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
29.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
29.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
29.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
29.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
29.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
28.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
28.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
28.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
28.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
28.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
28.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
28.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
28.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
28.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
28.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
28.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
28.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
28.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
28.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
28.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
28.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
27.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
27.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
27.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
27.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
27.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
27.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
27.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
27.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
27.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
27.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
27.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
27.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
27.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
26.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
26.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
26.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
26.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
26.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
26.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
26.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
26.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
26.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
25.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
25.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
25.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
25.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
25.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
25.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
25.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
25.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
25.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
25.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
25.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
25.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
25.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
25.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
25.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
24.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
24.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
24.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
24.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
24.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
24.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
24.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
24.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
24.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
24.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
24.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
24.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
24.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
23.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
23.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
23.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
23.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
23.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
23.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
23.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
23.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
22.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
22.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
22.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
22.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
22.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
22.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
22.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
22.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
22.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
22.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
21.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
21.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
21.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
21.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
21.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
21.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
21.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
21.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
21.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
21.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
21.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
21.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
21.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
21.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
21.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
20.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
20.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
20.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
20.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
20.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
20.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
20.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
20.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
20.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
20.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
20.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
20.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
20.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
20.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
19.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
19.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
19.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
19.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
19.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
19.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
19.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
19.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
19.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
19.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
18.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
18.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
18.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
18.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
18.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
18.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
18.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
18.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
18.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
18.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
18.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
18.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
18.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
18.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
18.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
17.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
17.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
17.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
17.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
17.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
17.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
17.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
17.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
17.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
17.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
16.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
16.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
16.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
16.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
16.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
16.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
16.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
16.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
16.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
16.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
16.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
16.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
16.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
16.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
15.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
15.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
15.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
15.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
15.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
15.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
15.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
15.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
14.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
14.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
14.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
14.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
14.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
14.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
14.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
14.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
14.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
14.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
14.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
14.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
14.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
14.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
13.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
13.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
13.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
13.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
12.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
12.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
12.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
12.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
12.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
12.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
12.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
12.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
11.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
11.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
11.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
11.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
11.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
10.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
10.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
10.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
10.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
10.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
9.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
9.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
9.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
9.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
9.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
9.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
8.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
8.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
8.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
8.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
8.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
8.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
8.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
8.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
7.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
7.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
7.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
7.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
7.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
6.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
6.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
6.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
6.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
6.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
5.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
5.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
5.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
4.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
4.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
4.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
3.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
3.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
3.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
1.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
0.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
0.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
0.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
0.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
0.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
0.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
0.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
0.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
0.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
0.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
0.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 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.
NR1H4 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
45.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
158.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
93.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
85.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
83.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
83.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
82.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
81.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
80.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
80.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
79.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
79.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
79.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
77.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
75.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
71.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
68.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
67.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
66.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
63.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
63.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
63.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
62.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
61.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
59.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
58.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
58.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
57.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
55.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
54.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
53.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
52.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
51.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
50.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
50.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
50.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
50.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
49.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
47.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
47.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
46.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
46.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
46.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
46.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
45.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
45.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
44.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
43.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
43.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
43.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
42.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
41.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
41.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
39.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
38.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
38.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
38.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
37.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
37.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
37.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
36.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
36.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
36.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
36.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
36.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
35.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
35.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
35.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
35.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
34.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
34.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
34.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
33.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
31.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
31.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
31.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
30.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
30.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
29.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
27.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
27.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
26.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
26.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
26.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
25.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
24.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
23.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
22.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
21.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
20.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
20.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
19.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
18.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
18.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
18.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
12.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
11.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
11.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 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.
NR1H4 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
30.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
107.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
98.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
81.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
79.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
73.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
73.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
72.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
70.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
68.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
68.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
67.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
67.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
65.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
64.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
63.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
62.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
58.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
58.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
57.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
57.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
57.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
57.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
55.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
55.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
54.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
53.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
52.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
51.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
51.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
51.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
51.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
50.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
50.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
49.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
49.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
49.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
48.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
48.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
48.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
48.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
48.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
47.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
47.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
47.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
46.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
46.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
46.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
45.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
45.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
45.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
45.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
45.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
44.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
44.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
44.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
44.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
44.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
44.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
44.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
43.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
43.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
43.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
43.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
43.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
43.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
43.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
42.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
42.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
42.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
42.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
41.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
41.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
40.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
40.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
40.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
40.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
40.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
39.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
39.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
39.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
38.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
38.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
38.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
38.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
38.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
38.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
38.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
38.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
38.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
37.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
37.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
37.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
36.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
36.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
36.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
36.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
36.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
36.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
35.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
35.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
35.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
35.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
34.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
34.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
34.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
33.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
33.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
33.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
33.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
33.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
32.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
32.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
32.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
32.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
31.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
31.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
31.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
31.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
31.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
31.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
31.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
30.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
30.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
30.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
30.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
30.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
29.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
29.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
29.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
28.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
28.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
28.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
28.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
28.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
28.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
28.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
27.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
27.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
27.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
27.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
27.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
27.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
27.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
27.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
26.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
26.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
26.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
26.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
26.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
26.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
26.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
26.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
26.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
26.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
26.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
25.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
25.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
25.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
25.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
25.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
25.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
25.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
25.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
25.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
24.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
24.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
24.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
24.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
24.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
24.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
24.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
23.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
23.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
23.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
23.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
23.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
23.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
23.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
23.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
22.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
22.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
22.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
22.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
22.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
22.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
22.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
21.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
21.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
21.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
21.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
21.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
21.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
20.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
20.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
20.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
19.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
19.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
19.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
19.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
19.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
19.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
19.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
19.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
18.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
18.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
18.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
18.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
18.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
18.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
18.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
17.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
17.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
17.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
17.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
17.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
17.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
17.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
16.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
16.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
16.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
16.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
16.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
16.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
16.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
16.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
15.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
15.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
15.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
15.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
15.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
14.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
14.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
14.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
14.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
14.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
14.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
13.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
13.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
13.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
13.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
13.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
12.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
12.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
12.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
12.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
12.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
12.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
12.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
11.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
11.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
11.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
11.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
10.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
10.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
9.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
9.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
9.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
9.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
9.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
8.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
8.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
8.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
8.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
8.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
8.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
6.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
6.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
6.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
5.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
5.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
5.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
4.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
4.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
2.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
2.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
1.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
0.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
0.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012550003
Tumor
1.7
CPT0012670003
Tumor
1.4
CPT0026420001
Normal
1.2
CPT0012900004
Tumor
1.2
CPT0086950003
Tumor
1.2
CPT0009000003
Tumor
1.1
CPT0078530001
Normal
1.0
CPT0012180003
Tumor
1.0
CPT0014370004
Tumor
0.8
CPT0010160003
Tumor
0.8
CPT0023350003
Tumor
0.8
CPT0063320003
Tumor
0.7
CPT0086820003
Tumor
0.7
CPT0024670003
Tumor
0.7
CPT0063630003
Tumor
0.7
CPT0014450004
Tumor
0.7
CPT0001340003
Tumor
0.7
CPT0086030003
Tumor
0.7
CPT0065750003
Tumor
0.6
CPT0001220008
Tumor
0.6
CPT0000870016
Tumor
0.6
CPT0014160003
Tumor
0.6
CPT0088500001
Normal
0.5
CPT0025580004
Tumor
0.5
CPT0077490003
Tumor
0.5
CPT0078510003
Tumor
0.5
CPT0069160003
Tumor
0.5
CPT0019130003
Tumor
0.5
CPT0078990003
Tumor
0.5
CPT0000640003
Tumor
0.5
CPT0002270011
Tumor
0.5
CPT0007860003
Tumor
0.5
CPT0012080003
Tumor
0.5
CPT0000780007
Tumor
0.5
CPT0077110003
Tumor
0.5
CPT0006530001
Normal
0.5
CPT0088760003
Tumor
0.5
CPT0088690003
Tumor
0.4
CPT0087040003
Tumor
0.4
CPT0020020001
Normal
0.4
CPT0017850003
Tumor
0.4
CPT0019990003
Tumor
0.4
CPT0089460004
Tumor
0.4
CPT0006440003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0079270003
Tumor
0.4
CPT0078930003
Tumor
0.4
CPT0081990003
Tumor
0.3
CPT0092290003
Tumor
0.3
CPT0079410003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0075130003
Tumor
0.3
CPT0025050003
Tumor
0.2
CPT0015730003
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0078830003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0085670003
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0065430003
Tumor
0.1
CPT0081620001
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0078670001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0088480003
Tumor
0.1
CPT0076330003
Tumor
0.1
CPT0069000003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0001180009
Tumor
0.1
CPT0006950001
Normal
0.1
CPT0066480003
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0006900003
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0092160003
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0081600003
Tumor
0.0
CPT0077320001
Normal
0.0
CPT0088970003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0010110003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0014130001
Normal
0.0
CPT0025230003
Tumor
0.0
CPT0079380003
Tumor
0.0
CPT0092730003
Tumor
0.0
CPT0002350011
Tumor
0.0
CPT0088780001
Normal
-0.1
CPT0078800003
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0078840001
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0009060003
Tumor
-0.1
CPT0065870003
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0011240003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0023710001
Normal
-0.2
CPT0002370001
Normal
-0.2
CPT0001540009
Tumor
-0.2
CPT0063330001
Normal
-0.2
CPT0092740003
Normal
-0.2
CPT0010120001
Normal
-0.2
CPT0000890001
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0012770003
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0017410003
Tumor
-0.2
CPT0012090003
Normal
-0.2
CPT0012570003
Normal
-0.2
CPT0007470001
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0018250001
Normal
-0.2
CPT0007320003
Tumor
-0.3
CPT0014470001
Normal
-0.3
CPT0076350001
Normal
-0.3
CPT0001260009
Tumor
-0.3
CPT0086870003
Tumor
-0.3
CPT0000660001
Normal
-0.3
CPT0010170001
Normal
-0.4
CPT0025920001
Normal
-0.4
CPT0086830003
Normal
-0.4
CPT0092190003
Normal
-0.4
CPT0020130001
Normal
-0.4
CPT0012290003
Normal
-0.4
CPT0084590001
Normal
-0.4
CPT0007870001
Normal
-0.4
CPT0064400001
Normal
-0.4
CPT0001270001
Normal
-0.4
CPT0079000001
Normal
-0.4
CPT0006730001
Normal
-0.5
CPT0065450001
Normal
-0.5
CPT0079300001
Normal
-0.5
CPT0077140001
Normal
-0.5
CPT0014350001
Normal
-0.5
CPT0088920001
Normal
-0.5
CPT0001230001
Normal
-0.5
CPT0013790003
Normal
-0.5
CPT0019160001
Normal
-0.5
CPT0012920003
Normal
-0.5
CPT0009080003
Normal
-0.5
CPT0078660003
Tumor
-0.6
CPT0012640003
Normal
-0.6
CPT0069190001
Normal
-0.6
CPT0088570001
Normal
-0.6
CPT0026410003
Tumor
-0.8
CPT0088550004
Tumor
-0.8
CPT0017450001
Normal
-0.8
CPT0069010001
Normal
-0.8
CPT0079180003
Tumor
-0.8
CPT0024680001
Normal
-0.8
CPT0084560003
Tumor
-0.9
CPT0009020003
Normal
-0.9
CPT0075170001
Normal
-1.1
CPT0065820001
Normal
N/A
CPT0065690003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0001510001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0092800003
Normal
N/A
CPT0025290003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0086370003
Normal
N/A
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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.