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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.
NR1H3 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
14.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
51.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
37.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
37.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
32.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
26.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
25.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
24.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
22.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
21.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
21.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
21.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
20.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
19.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
18.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
17.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
17.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
17.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
17.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
17.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
16.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
16.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
16.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
16.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
16.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
16.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
15.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
15.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
15.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
14.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
14.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
14.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
13.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
13.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
13.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
13.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
13.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
12.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
12.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
12.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
11.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
11.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
10.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
10.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
10.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
10.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
9.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
9.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
9.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
8.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
8.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
8.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
8.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
7.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
7.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
7.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
7.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
6.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
6.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
6.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
5.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
4.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
4.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
4.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 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.
NR1H3 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
26.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
65.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
62.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
61.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
56.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
56.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
55.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
55.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
54.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
54.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
53.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
53.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
53.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
52.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
51.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
51.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
49.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
48.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
48.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
47.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
47.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
46.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
46.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
46.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
45.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
45.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
45.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
44.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
44.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
44.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
44.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
44.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
44.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
43.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
43.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
43.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
43.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
43.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
43.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
43.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
42.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
42.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
42.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
42.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
42.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
42.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
42.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
41.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
41.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
41.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
41.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
41.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
41.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
40.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
40.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
40.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
40.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
40.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
40.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
40.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
40.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
40.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
39.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
39.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
39.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
39.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
39.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
39.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
38.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
38.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
38.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
38.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
38.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
38.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
37.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
37.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
37.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
37.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
37.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
37.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
37.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
37.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
36.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
36.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
36.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
36.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
36.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
36.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
36.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
36.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
36.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
36.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
36.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
36.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
35.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
35.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
35.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
35.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
35.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
35.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
35.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
34.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
34.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
34.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
34.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
34.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
34.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
34.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
34.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
34.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
34.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
34.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
34.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
33.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
33.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
33.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
33.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
33.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
33.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
33.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
33.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
33.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
33.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
33.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
33.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
33.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
33.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
33.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
32.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
32.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
32.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
32.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
32.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
32.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
32.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
32.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
32.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
32.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
32.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
32.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
32.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
32.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
32.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
32.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
32.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
32.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
32.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
32.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
32.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
32.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
32.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
31.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
31.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
31.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
31.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
31.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
31.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
31.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
31.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
31.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
31.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
31.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
31.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
31.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
31.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
31.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
31.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
31.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
31.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
31.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
30.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
30.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
30.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
30.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
30.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
30.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
30.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
30.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
30.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
30.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
30.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
30.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
30.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
30.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
30.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
29.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
29.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
29.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
29.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
29.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
29.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
29.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
29.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
29.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
29.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
29.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
29.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
29.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
29.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
29.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
29.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
29.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
28.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
28.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
28.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
28.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
28.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
28.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
28.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
28.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
28.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
28.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
28.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
28.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
28.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
28.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
28.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
28.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
28.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
28.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
27.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
27.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
27.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
27.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
27.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
27.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
27.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
27.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
27.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
27.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
27.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
27.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
27.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
27.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
27.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
27.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
27.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
27.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
27.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
27.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
27.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
27.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
27.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
27.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
26.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
26.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
26.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
26.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
26.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
26.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
26.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
26.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
26.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
26.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
26.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
26.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
26.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
25.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
25.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
25.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
25.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
25.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
25.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
25.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
25.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
25.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
25.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
25.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
25.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
25.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
25.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
25.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
25.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
25.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
25.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
25.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
25.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
25.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
24.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
24.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
24.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
24.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
24.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
24.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
24.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
24.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
24.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
24.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
24.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
24.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
24.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
24.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
23.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
23.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
23.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
23.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
23.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
23.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
23.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
23.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
23.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
23.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
23.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
23.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
23.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
23.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
23.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
23.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
23.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
23.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
23.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
23.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
23.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
23.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
22.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
22.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
22.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
22.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
22.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
22.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
22.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
22.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
22.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
22.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
21.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
21.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
21.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
21.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
21.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
21.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
21.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
21.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
21.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
21.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
21.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
21.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
21.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
21.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
21.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
21.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
21.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
21.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
21.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
21.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
21.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
21.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
20.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
20.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
20.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
20.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
20.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
20.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
20.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
20.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
20.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
20.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
20.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
20.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
20.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
20.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
19.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
19.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
19.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
19.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
19.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
19.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
19.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
19.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
19.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
19.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
19.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
19.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
18.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
18.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
18.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
18.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
18.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
18.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
18.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
18.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
18.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
18.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
18.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
17.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
17.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
17.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
17.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
17.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
17.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
17.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
17.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
17.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
17.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
17.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
17.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
17.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
17.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
16.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
16.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
16.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
16.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
16.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
16.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
16.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
16.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
16.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
16.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
16.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
16.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
16.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
15.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
15.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
15.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
15.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
15.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
15.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
15.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
15.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
15.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
15.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
15.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
15.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
15.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
15.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
15.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
14.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
14.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
14.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
14.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
14.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
14.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
14.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
14.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
14.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
14.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
14.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
14.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
14.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
14.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
13.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
13.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
13.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
13.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
13.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
13.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
13.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
13.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
13.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
13.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
13.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
13.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
13.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
13.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
13.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
13.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
13.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
12.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
12.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
12.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
12.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
12.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
12.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
12.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
12.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
12.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
12.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
12.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
12.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
11.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
11.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
11.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
11.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
11.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
11.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
11.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
11.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
11.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
11.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
11.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
11.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
11.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
10.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
10.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
10.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
10.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
10.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
10.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
10.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
10.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
10.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
10.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
10.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
10.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
10.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
10.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
9.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
9.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
9.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
9.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
8.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
8.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
8.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
8.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
8.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
8.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
7.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
7.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
7.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
5.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
5.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
5.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
5.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
4.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
4.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
3.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
3.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
3.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NR1H3 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
30.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
76.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
55.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
53.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
53.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
52.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
49.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
47.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
46.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
45.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
43.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
41.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
41.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
40.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
40.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
40.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
39.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
38.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
38.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
38.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
37.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
37.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
36.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
35.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
35.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
35.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
34.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
34.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
34.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
34.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
33.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
33.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
33.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
33.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
32.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
32.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
31.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
31.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
31.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
31.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
31.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
31.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
31.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
30.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
30.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
30.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
30.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
30.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
30.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
29.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
29.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
28.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
28.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
28.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
28.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
28.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
28.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
28.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
28.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
28.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
28.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
27.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
27.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
26.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
26.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
26.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
26.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
25.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
25.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
25.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
24.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
24.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
24.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
24.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
23.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
23.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
22.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
22.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
22.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
22.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
21.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
20.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
20.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
20.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
19.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
19.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
19.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
19.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
19.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
19.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
18.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
18.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
18.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
17.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
16.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
15.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
15.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
13.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
11.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
10.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NR1H3 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
17.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
72.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
66.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
54.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
52.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
48.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
39.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
38.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
37.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
37.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
37.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
36.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
36.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
36.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
35.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
33.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
33.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
33.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
32.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
32.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
31.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
31.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
31.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
31.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
31.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
30.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
30.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
30.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
29.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
29.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
29.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
28.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
28.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
28.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
28.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
28.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
27.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
27.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
27.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
27.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
26.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
26.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
26.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
26.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
26.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
26.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
25.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
25.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
25.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
25.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
25.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
25.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
25.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
24.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
23.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
23.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
23.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
23.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
23.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
23.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
23.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
23.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
22.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
22.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
22.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
22.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
22.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
22.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
22.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
21.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
21.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
21.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
21.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
21.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
20.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
20.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
20.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
20.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
20.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
20.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
20.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
20.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
20.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
20.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
20.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
20.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
20.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
20.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
20.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
19.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
19.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
19.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
19.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
19.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
19.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
19.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
19.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
19.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
19.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
18.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
18.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
18.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
18.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
18.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
18.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
18.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
18.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
18.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
18.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
18.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
18.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
18.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
17.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
17.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
17.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
17.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
17.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
17.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
17.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
17.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
17.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
17.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
17.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
17.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
17.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
17.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
17.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
17.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
17.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
17.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
16.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
16.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
16.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
16.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
16.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
16.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
16.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
16.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
16.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
16.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
16.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
15.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
15.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
15.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
15.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
15.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
15.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
15.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
15.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
15.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
15.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
15.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
14.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
14.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
14.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
14.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
14.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
14.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
14.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
14.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
14.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
14.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
14.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
14.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
14.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
14.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
14.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
14.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
14.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
13.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
13.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
13.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
13.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
13.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
13.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
13.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
13.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
13.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
13.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
13.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
13.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
13.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
13.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
13.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
12.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
12.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
12.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
12.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
12.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
12.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
12.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
12.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
12.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
12.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
12.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
12.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
12.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
12.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
12.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
12.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
12.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
12.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
12.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
12.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
12.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
12.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
11.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
11.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
11.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
11.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
11.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
11.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
11.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
11.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
11.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
11.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
11.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
10.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
10.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
10.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
10.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
10.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
10.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
10.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
10.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
10.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
10.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
10.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
10.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
10.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
10.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
9.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
9.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
9.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
9.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
9.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
9.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
9.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
8.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
8.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
8.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
8.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
8.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
8.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
8.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
8.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
8.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
8.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
8.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
8.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
7.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
7.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
7.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
7.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
7.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
7.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
7.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
7.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
6.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
6.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
6.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
5.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
5.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
5.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
5.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
5.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
5.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
4.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
3.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
2.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
