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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.
Survival analysis data not available.
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
0.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
4.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
4.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
2.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
1.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
1.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
0.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
0.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
0.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
0.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
0.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
0.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
0.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
0.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
0.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
0.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
0.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
0.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
0.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
0.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
0.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
0.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
0.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 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.
IRX5 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
4.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
39.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
33.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
32.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
26.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
25.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
25.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
24.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
23.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
23.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
23.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
22.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
21.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
20.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
20.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
19.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
19.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
19.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
19.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
19.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
18.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
17.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
17.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
17.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
16.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
16.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
16.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
15.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
15.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
15.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
15.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
15.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
14.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
14.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
14.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
14.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
14.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
13.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
13.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
13.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
12.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
12.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
12.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
12.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
12.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
12.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
12.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
11.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
11.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
11.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
10.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
10.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
10.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
10.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
10.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
10.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
10.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
9.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
9.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
9.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
9.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
9.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
9.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
8.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
8.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
8.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
8.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
8.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
8.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
8.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
8.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
8.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
8.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
8.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
8.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
8.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
7.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
7.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
7.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
7.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
7.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
7.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
7.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
7.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
7.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
7.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
7.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
7.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
6.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
6.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
6.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
6.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
6.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
6.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
6.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
6.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
6.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
6.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
6.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
6.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
6.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
6.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
6.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
6.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
6.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
6.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
6.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
6.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
5.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
5.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
5.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
5.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
5.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
5.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
5.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
5.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
5.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
5.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
5.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
5.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
5.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
5.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
5.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
5.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
5.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
5.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
5.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
5.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
5.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
5.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
5.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
5.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
5.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
5.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
5.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
5.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
5.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
4.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
4.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
4.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
4.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
4.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
4.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
4.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
4.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
4.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
4.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
4.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
4.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
4.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
4.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
4.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
4.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
4.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
4.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
4.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
4.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
4.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
4.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
4.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
4.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
4.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
4.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
3.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
3.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
3.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
3.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
3.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
3.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
3.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
3.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
3.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
3.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
3.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
3.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
3.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
3.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
3.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
3.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
3.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
3.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
3.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
3.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
3.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
3.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
3.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
3.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
3.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
3.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
3.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
3.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
3.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
3.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
3.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
3.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
3.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
3.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
3.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
3.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
3.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
3.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
3.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
2.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
2.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
2.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
2.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
2.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
2.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
2.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
2.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
2.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
2.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
2.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
2.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
2.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
2.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
2.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
2.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
2.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
2.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
2.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
2.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
2.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
2.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
2.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
2.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
2.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
2.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
2.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
2.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
2.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
2.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
2.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
2.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
2.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
2.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
2.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
2.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
2.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
2.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
2.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
2.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
2.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
2.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
2.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
2.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
2.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
2.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
2.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
2.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
2.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
2.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
2.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
2.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
2.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
2.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
2.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
2.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
2.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
2.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
2.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
2.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
2.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
2.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
2.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
2.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
2.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
2.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
2.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
2.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
2.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
2.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
2.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
2.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
2.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
2.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
2.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
2.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
2.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
2.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
1.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
1.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
1.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
1.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
1.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
1.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
1.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
1.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
1.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
1.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
1.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
1.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
1.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
1.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
1.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
1.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
1.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
1.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
1.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
1.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
1.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
1.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
1.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
1.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
1.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
1.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
1.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
1.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
1.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
1.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
1.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
1.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
1.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
1.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
1.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
1.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
1.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
1.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
1.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
1.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
1.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
1.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
1.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
1.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
1.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
1.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
1.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
1.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
1.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
1.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
1.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
1.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
1.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
1.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
1.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
1.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
1.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
1.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
1.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
1.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
1.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
1.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
1.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
1.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
1.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
1.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
1.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
1.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
1.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
1.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
1.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
1.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
1.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
1.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
1.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
1.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
1.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
1.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
1.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
1.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
1.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
1.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
1.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
1.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
1.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
1.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
1.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
1.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
1.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
1.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
1.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
1.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
1.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
1.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
1.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
1.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
1.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
1.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
1.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
1.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
1.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
1.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
1.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
1.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
1.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
1.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
1.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
1.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
1.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
0.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
0.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
0.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
0.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
0.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
0.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
0.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
0.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
0.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
0.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
0.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
0.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
0.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
0.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
0.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
0.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
0.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
0.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
0.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
0.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
0.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
0.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
0.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
0.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
0.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
0.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
0.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
0.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
0.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
0.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
0.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
0.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
0.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
0.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
0.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
0.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
0.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
0.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
0.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
0.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
0.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
0.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
0.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
0.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
0.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
0.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
0.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
0.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
0.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
0.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
0.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
0.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
0.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
0.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
0.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
0.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
0.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
0.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
0.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
0.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
0.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
0.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
0.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
0.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
0.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
0.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
0.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
0.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
0.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
0.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
0.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
0.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
0.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
0.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
0.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
0.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
0.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
0.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
0.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
0.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
0.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
0.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
0.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
0.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
0.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
0.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
0.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
0.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
0.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
0.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
0.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
0.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
0.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
0.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
0.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
0.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
0.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
0.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
0.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
0.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
0.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
0.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
0.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
0.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
0.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
0.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
0.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
0.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
0.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
0.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
0.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
0.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
0.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
0.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
0.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 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.
IRX5 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
7.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
42.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
37.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
36.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
32.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
32.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
31.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
29.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
26.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
23.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
19.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
19.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
17.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
17.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
15.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
14.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
13.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
12.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
12.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
12.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
11.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
11.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
11.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
11.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
11.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
10.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
10.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
10.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
9.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
9.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
9.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
8.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
8.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
8.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
8.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
6.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
6.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
5.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
5.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
5.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
5.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
5.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
4.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
4.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
4.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
4.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
4.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
3.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
3.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
3.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
3.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
3.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
3.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
3.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
3.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
2.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
2.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
2.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
2.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
2.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
2.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
2.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
2.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
2.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
2.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
2.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
2.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
2.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
2.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
2.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
1.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
1.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
1.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
1.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
1.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
1.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
1.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
1.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
1.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
1.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
1.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
1.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
1.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
1.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
1.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
1.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
0.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
0.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
0.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
0.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
0.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
0.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
0.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
0.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
0.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
0.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
0.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 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.
IRX5 is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
68.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
64.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
58.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
58.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
57.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
56.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
51.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
50.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
50.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
48.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
47.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
46.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
46.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
46.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
45.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
41.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
41.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
40.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
40.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
39.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
38.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
38.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
38.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
37.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
37.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
37.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
37.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
37.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
36.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
35.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
35.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
35.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
35.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
35.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
34.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
34.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
34.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
33.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
33.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
33.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
33.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
33.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
32.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
31.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
30.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
30.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
29.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
29.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
29.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
28.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
28.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
27.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
27.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
27.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
26.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
26.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
26.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
26.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
26.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
26.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
26.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
25.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
25.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
25.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
25.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
25.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
24.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
24.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
24.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
23.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
23.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
23.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
23.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
22.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
22.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
20.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
20.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
20.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
20.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
20.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
19.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
19.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
19.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
19.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
19.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
19.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
18.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
18.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
18.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
17.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
17.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
17.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
17.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
17.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
17.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
17.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
17.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
17.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
16.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
16.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
16.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
16.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
16.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
15.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
15.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
15.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
15.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
15.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
14.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
14.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
14.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
14.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
14.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
14.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
13.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
13.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
13.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
13.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
13.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
13.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
13.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
13.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
13.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
13.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
12.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
12.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
12.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
12.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
12.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
12.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
12.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
12.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
11.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
11.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
11.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
11.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
11.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
11.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
10.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
10.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
10.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
10.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
10.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
9.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
9.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
9.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
9.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
9.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
8.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
8.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
8.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
8.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
8.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
8.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
8.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
8.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
7.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
7.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
7.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
7.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
7.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
7.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
7.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
6.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
6.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
6.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
6.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
6.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
6.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
6.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
6.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
5.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
5.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
5.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
5.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
5.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
5.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
5.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
5.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
4.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
4.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
4.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
4.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
4.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
4.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
4.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
4.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
4.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
3.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
3.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
3.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
3.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
3.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
3.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
3.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
3.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
3.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
3.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
2.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
2.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
2.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
2.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
2.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
2.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
2.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
2.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
2.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
2.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
2.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
1.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
1.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
1.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
1.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
1.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
1.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
1.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
1.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
1.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
1.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
1.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
1.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
1.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
1.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
1.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
0.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
0.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
0.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
0.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
0.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
0.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
0.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
0.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
0.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
0.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
0.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
0.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
0.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
0.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
0.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
0.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
0.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
0.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
0.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
0.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
0.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
0.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
0.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
0.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
0.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
0.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
0.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
0.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
0.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
0.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002350011
Tumor
1.4
CPT0001180009
Tumor
1.4
CPT0089460004
Tumor
1.2
CPT0012640003
Normal
1.2
CPT0081600003
Tumor
1.1
CPT0010110003
Tumor
1.1
CPT0026420001
Normal
1.0
CPT0086820003
Tumor
1.0
CPT0066470004
Tumor
1.0
CPT0015910003
Tumor
1.0
CPT0014370004
Tumor
0.9
CPT0020120003
Tumor
0.9
CPT0019990003
Tumor
0.8
CPT0063320003
Tumor
0.8
CPT0000640003
Tumor
0.8
CPT0001340003
Tumor
0.7
CPT0011410003
Tumor
0.7
CPT0002370001
Normal
0.6
CPT0023690003
Tumor
0.6
CPT0006900003
Tumor
0.6
CPT0079300001
Normal
0.6
CPT0066430001
Normal
0.5
CPT0088640003
Normal
0.5
CPT0075560003
Tumor
0.5
CPT0012370003
Tumor
0.5
CPT0092800003
Normal
0.5
CPT0000870016
Tumor
0.4
CPT0081990003
Tumor
0.4
CPT0069010001
Normal
0.4
CPT0086370003
Normal
0.4
CPT0065870003
Tumor
0.4
CPT0012080003
Tumor
0.4
CPT0065930003
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0001510001
Normal
0.3
CPT0088780001
Normal
0.3
CPT0078940001
Normal
0.3
CPT0024680001
Normal
0.2
CPT0006440003
Tumor
0.2
CPT0019160001
Normal
0.2
CPT0065820001
Normal
0.2
CPT0078830003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0020020001
Normal
0.2
CPT0014450004
Tumor
0.2
CPT0086830003
Normal
0.2
CPT0025170003
Tumor
0.2
CPT0077500001
Normal
0.1
CPT0011240003
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0086870003
Tumor
0.1
CPT0063630003
Tumor
0.1
CPT0081620001
Normal
0.1
CPT0014350001
Normal
0.1
CPT0023710001
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0088970003
Tumor
0.0
CPT0025290003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0012550003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0025110003
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0025350003
Tumor
-0.2
CPT0075720003
Tumor
-0.2
CPT0088920001
Normal
-0.2
CPT0000660001
Normal
-0.2
CPT0078840001
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0001500009
Tumor
-0.3
CPT0026410003
Tumor
-0.3
CPT0018250001
Normal
-0.3
CPT0001190001
Normal
-0.3
CPT0082010001
Normal
-0.3
CPT0069000003
Tumor
-0.3
CPT0012180003
Tumor
-0.4
CPT0088570001
Normal
-0.4
CPT0084590001
Normal
-0.4
CPT0019130003
Tumor
-0.4
CPT0012290003
Normal
-0.4
CPT0012670003
Tumor
-0.4
CPT0078990003
Tumor
-0.4
CPT0013790003
Normal
-0.4
CPT0065810003
Tumor
-0.5
CPT0012280003
Tumor
-0.5
CPT0007320003
Tumor
-0.6
CPT0079270003
Tumor
-0.6
CPT0088900003
Tumor
-0.6
CPT0081880003
Tumor
-0.6
CPT0088630003
Tumor
-0.6
CPT0000890001
Normal
-0.6
CPT0075170001
Normal
-0.6
CPT0075130003
Tumor
-0.6
CPT0077490003
Tumor
-0.7
CPT0001350001
Normal
-0.8
CPT0006950001
Normal
-0.8
CPT0017850003
Tumor
-0.8
CPT0025580004
Tumor
-0.8
CPT0086360003
Tumor
-0.9
CPT0088550004
Tumor
-0.9
CPT0092790003
Tumor
-1.1
CPT0079180003
Tumor
-1.3
CPT0088760003
Tumor
-1.3
CPT0084560003
Tumor
-1.5
CPT0078660003
Tumor
-1.7
CPT0000790001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0089040001
Normal
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0088500001
Normal
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0007860003
Tumor
N/A
CPT0079230003
Tumor
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0065430003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0086970003
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0079430001
Normal
N/A
CPT0025060001
Normal
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
