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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.
FMOD is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
1.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
17.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
12.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
6.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
6.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
4.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
4.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
2.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
2.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
2.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
2.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
1.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
1.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
1.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
1.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
1.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
1.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
1.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
1.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
1.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
1.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
1.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
1.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
1.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
1.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
0.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
0.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
0.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
0.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
0.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
0.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
0.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
0.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
0.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 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-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 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.
FMOD 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
14.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
223.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
99.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
97.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
95.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
80.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
78.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
76.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
74.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
72.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
66.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
66.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
62.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
61.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
58.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
55.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
55.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
54.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
54.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
54.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
53.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
53.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
52.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
52.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
51.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
50.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
50.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
50.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
50.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
50.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
49.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
49.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
48.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
47.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
47.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
46.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
46.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
46.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
44.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
41.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
40.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
40.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
39.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
39.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
39.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
37.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
36.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
36.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
36.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
36.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
36.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
36.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
36.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
35.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
35.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
35.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
34.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
34.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
34.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
33.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
32.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
31.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
31.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
31.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
30.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
30.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
30.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
30.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
30.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
30.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
30.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
29.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
29.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
29.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
29.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
29.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
29.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
28.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
28.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
28.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
28.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
28.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
28.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
28.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
28.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
27.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
27.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
26.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
26.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
26.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
25.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
25.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
25.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
25.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
23.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
23.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
23.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
23.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
23.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
23.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
22.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
22.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
22.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
22.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
22.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
22.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
22.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
21.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
21.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
21.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
21.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
20.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
20.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
20.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
20.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
20.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
20.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
20.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
19.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
19.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
19.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
19.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
19.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
18.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
18.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
18.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
17.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
17.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
17.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
17.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
17.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
17.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
17.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
17.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
16.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
16.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
16.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
16.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
16.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
16.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
16.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
16.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
16.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
16.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
16.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
16.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
15.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
15.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
15.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
15.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
15.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
15.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
15.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
15.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
15.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
15.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
15.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
15.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
15.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
14.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
14.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
14.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
14.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
14.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
14.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
14.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
14.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
13.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
13.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
13.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
13.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
13.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
13.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
13.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
13.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
13.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
13.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
13.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
13.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
13.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
13.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
12.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
12.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
12.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
12.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
12.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
12.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
12.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
12.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
12.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
12.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
12.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
12.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
12.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
11.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
11.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
11.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
11.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
11.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
11.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
11.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
11.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
11.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
11.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
11.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
11.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
11.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
11.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
10.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
10.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
10.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
10.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
10.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
10.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
10.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
10.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
10.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
10.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
10.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
10.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
10.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
10.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
10.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
10.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
10.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
9.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
9.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
9.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
9.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
9.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
9.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
9.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
9.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
9.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
9.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
9.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
9.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
8.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
8.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
8.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
8.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
8.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
8.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
8.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
8.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
8.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
8.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
7.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
7.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
7.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
7.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
7.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
7.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
7.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
7.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
7.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
7.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
7.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
7.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
7.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
7.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
7.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
7.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
7.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
7.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
7.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
7.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
7.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
7.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
7.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
6.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
6.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
6.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
6.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
6.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
6.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
6.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
6.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
6.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
6.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
6.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
6.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
6.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
6.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
6.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
6.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
6.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
6.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
6.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
6.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
6.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
6.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
6.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
6.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
5.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
5.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
5.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
5.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
5.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
5.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
5.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
5.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
5.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
5.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
5.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
5.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
5.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
5.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
5.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
5.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
5.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
5.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
5.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
5.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
4.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
4.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
4.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
4.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
4.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
4.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
4.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
4.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
4.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
4.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
4.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
4.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
4.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
4.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
4.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
4.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
4.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
4.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
4.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
4.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
4.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
4.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
3.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
3.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
3.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
3.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
3.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
3.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
3.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
3.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
3.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
3.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
3.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
3.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
3.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
3.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
3.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
3.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
3.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
3.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
3.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
3.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
3.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
3.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
3.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
3.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
3.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
3.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
3.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
3.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
3.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
3.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
3.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
3.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
3.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
3.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
3.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
3.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
3.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
3.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
3.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
2.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
2.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
2.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
2.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
2.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
2.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
2.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
2.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
2.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
2.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
2.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
2.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
2.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
2.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
2.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
2.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
2.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
2.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
2.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
2.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
2.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
2.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
2.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
2.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
2.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
2.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
2.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
2.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
2.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
2.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
2.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
2.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
2.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
2.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
2.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
2.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
2.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
2.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
2.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
2.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
2.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
2.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
2.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
2.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
2.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
2.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
2.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
2.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
1.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
1.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
1.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
1.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
1.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
1.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
1.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
1.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
1.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
1.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
1.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
1.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
1.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
1.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
1.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
1.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
1.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
1.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
1.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
1.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
1.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
1.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
1.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
1.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
1.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
1.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
1.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
1.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
1.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
1.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
1.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
1.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
1.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
1.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
1.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
1.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
1.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
1.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
1.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
1.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
1.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
1.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
1.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
1.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
1.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
1.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
1.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
1.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
1.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
1.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
1.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
1.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
1.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
1.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
1.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
1.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
1.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
1.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
1.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
0.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
0.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
0.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
0.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
0.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
0.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
0.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
0.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
0.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
0.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
0.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
0.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
0.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
0.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
0.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
0.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
0.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
0.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
0.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
0.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
0.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
0.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
0.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
0.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
0.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
0.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
0.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
0.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 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.
FMOD 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
15.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
235.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
126.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
73.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
66.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
54.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
52.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
49.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
48.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
43.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
43.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
42.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
39.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
35.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
32.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
31.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
28.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
25.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
24.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
23.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
20.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
20.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
20.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
20.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
19.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
18.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
17.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
16.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
15.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
13.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
13.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
13.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
13.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
12.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
11.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
10.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
10.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
10.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
10.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
10.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
9.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
9.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
8.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
8.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
8.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
8.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
8.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
8.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
7.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
7.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
7.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
6.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
6.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
6.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
5.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
5.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
4.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
4.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
4.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
4.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
4.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
3.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
3.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
3.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
3.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
3.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
2.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
2.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
2.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
2.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
2.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
2.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
2.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
1.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
1.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
1.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
1.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
1.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
1.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
1.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
0.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
0.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
0.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
0.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
0.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
0.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
0.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
0.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
0.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
0.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
0.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
0.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
0.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
0.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
0.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
0.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
0.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
0.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
0.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
0.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 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.
FMOD is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
149.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
134.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
107.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
94.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
87.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
75.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
63.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
60.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
58.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
54.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
53.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
52.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
52.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
51.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
50.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
50.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
49.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
44.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
44.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
44.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
43.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
42.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
41.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
36.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
35.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
34.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
33.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
32.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
31.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
31.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
31.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
30.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
30.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
30.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
28.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
26.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
26.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
25.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
25.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
25.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
24.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
24.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
23.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
23.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
22.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
22.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
21.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
21.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
21.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
20.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
20.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
20.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
20.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
20.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
20.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
20.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
20.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
19.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
18.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
18.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
18.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
18.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
18.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
18.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
18.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
17.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
17.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
17.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
16.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
16.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
16.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
16.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
16.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
16.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
15.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
15.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
15.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
15.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
15.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
15.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
14.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
14.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
14.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
14.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
13.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
13.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
13.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
13.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
13.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
13.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
13.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
13.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
13.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
13.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
12.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
12.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
12.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
12.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
12.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
12.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
12.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
12.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
11.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
11.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
11.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
11.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
11.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
11.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
11.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
10.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
10.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
10.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
10.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
10.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
10.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
10.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
10.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
10.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
10.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
10.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
10.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
10.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
10.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
9.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
9.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
9.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
9.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
9.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
8.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
8.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
8.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
8.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
7.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
7.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
7.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
7.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
7.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
7.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
7.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
7.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
7.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
7.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
7.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
7.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
6.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
6.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
6.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
6.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
6.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
6.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
5.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
5.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
5.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
5.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
5.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
5.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
5.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
5.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
5.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
5.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
5.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
5.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
5.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
5.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
5.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
5.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
4.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
4.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
4.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
4.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
4.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
4.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
4.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
4.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
4.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
4.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
4.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
4.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
4.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
4.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
4.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
4.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
3.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
3.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
3.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
3.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
3.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
3.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
3.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
3.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
3.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
3.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
3.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
3.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
3.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
3.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
3.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
3.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
3.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
3.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
3.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
3.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
3.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
3.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
3.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
3.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
3.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
3.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
3.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
3.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
3.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
2.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
2.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
2.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
2.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
2.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
2.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
2.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
2.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
2.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
2.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
2.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
2.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
2.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
2.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
2.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
2.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
2.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
2.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
2.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
2.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
2.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
2.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
2.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
1.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
1.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
1.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
1.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
1.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
1.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
1.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
1.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
1.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
1.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
1.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
1.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
1.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
1.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
1.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
1.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
1.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
1.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
1.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
1.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
1.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
1.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
1.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
1.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
0.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
0.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
0.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
0.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
0.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
0.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0066480003
Tumor
3.3
CPT0084560003
Tumor
2.9
CPT0011240003
Tumor
2.6
CPT0015910003
Tumor
2.5
CPT0078510003
Tumor
2.0
CPT0081990003
Tumor
2.0
CPT0075560003
Tumor
1.9
CPT0077310003
Tumor
1.8
CPT0088630003
Tumor
1.6
CPT0007860003
Tumor
1.5
CPT0021240003
Tumor
1.4
CPT0025290003
Tumor
1.3
CPT0019990003
Tumor
1.0
CPT0092730003
Tumor
1.0
CPT0000640003
Tumor
0.9
CPT0020120003
Tumor
0.9
CPT0012670003
Tumor
0.9
CPT0011410003
Tumor
0.8
CPT0076330003
Tumor
0.8
CPT0012900004
Tumor
0.8
CPT0024680001
Normal
0.8
CPT0001270001
Normal
0.8
CPT0092190003
Normal
0.7
CPT0065690003
Tumor
0.7
CPT0014160003
Tumor
0.7
CPT0088550004
Tumor
0.6
CPT0078530001
Normal
0.6
CPT0069000003
Tumor
0.6
CPT0069160003
Tumor
0.5
CPT0002350011
Tumor
0.5
CPT0063630003
Tumor
0.5
CPT0079510001
Normal
0.5
CPT0075130003
Tumor
0.5
CPT0065750003
Tumor
0.4
CPT0085670003
Tumor
0.4
CPT0001180009
Tumor
0.4
CPT0025170003
Tumor
0.4
CPT0019130003
Tumor
0.4
CPT0009060003
Tumor
0.4
CPT0081600003
Tumor
0.4
CPT0086870003
Tumor
0.4
CPT0017850003
Tumor
0.4
CPT0066430001
Normal
0.3
CPT0065930003
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0010120001
Normal
0.3
CPT0088690003
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0009020003
Normal
0.3
CPT0023350003
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0012080003
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0023690003
Tumor
0.2
CPT0001500009
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0079410003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0012770003
Normal
0.1
CPT0084590001
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0079230003
Tumor
0.1
CPT0092160003
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0092790003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0025230003
Tumor
0.0
CPT0088900003
Tumor
0.0
CPT0086950003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0065430003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0025110003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0086030003
Tumor
-0.1
CPT0012280003
Tumor
-0.1
CPT0086830003
Normal
-0.1
CPT0092290003
Tumor
-0.1
CPT0086890003
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0088760003
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0086970003
Normal
-0.1
CPT0012370003
Tumor
-0.2
CPT0020130001
Normal
-0.2
CPT0012090003
Normal
-0.2
CPT0069190001
Normal
-0.2
CPT0014470001
Normal
-0.2
CPT0081880003
Tumor
-0.2
CPT0010160003
Tumor
-0.2
CPT0024670003
Tumor
-0.2
CPT0014370004
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0009080003
Normal
-0.2
CPT0065810003
Tumor
-0.3
CPT0013790003
Normal
-0.3
CPT0020020001
Normal
-0.3
CPT0015810003
Tumor
-0.3
CPT0025350003
Tumor
-0.3
CPT0082010001
Normal
-0.3
CPT0079480003
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0014130001
Normal
-0.3
CPT0079380003
Tumor
-0.3
CPT0063330001
Normal
-0.3
CPT0009000003
Tumor
-0.3
CPT0018250001
Normal
-0.3
CPT0010170001
Normal
-0.4
CPT0000660001
Normal
-0.4
CPT0000780007
Tumor
-0.4
CPT0078660003
Tumor
-0.4
CPT0087050003
Normal
-0.4
CPT0025880003
Tumor
-0.4
CPT0066470004
Tumor
-0.4
CPT0064370003
Tumor
-0.4
CPT0088500001
Normal
-0.4
CPT0079180003
Tumor
-0.4
CPT0078840001
Normal
-0.4
CPT0086370003
Normal
-0.4
CPT0012550003
Tumor
-0.4
CPT0075170001
Normal
-0.5
CPT0078940001
Normal
-0.5
CPT0092800003
Normal
-0.5
CPT0007470001
Normal
-0.5
CPT0000890001
Normal
-0.5
CPT0065820001
Normal
-0.5
CPT0012570003
Normal
-0.5
CPT0006530001
Normal
-0.5
CPT0077500001
Normal
-0.5
CPT0079300001
Normal
-0.5
CPT0063640001
Normal
-0.6
CPT0078670001
Normal
-0.6
CPT0066520001
Normal
-0.6
CPT0079000001
Normal
-0.6
CPT0088480003
Tumor
-0.6
CPT0001340003
Tumor
-0.6
CPT0079430001
Normal
-0.6
CPT0000870016
Tumor
-0.6
CPT0002270011
Tumor
-0.6
CPT0023360001
Normal
-0.6
CPT0001190001
Normal
-0.6
CPT0001230001
Normal
-0.6
CPT0023710001
Normal
-0.6
CPT0077140001
Normal
-0.6
CPT0088640003
Normal
-0.6
CPT0088780001
Normal
-0.6
CPT0025580004
Tumor
-0.6
CPT0089480003
Normal
-0.6
CPT0001550001
Normal
-0.7
CPT0006630003
Tumor
-0.7
CPT0025920001
Normal
-0.7
CPT0012640003
Normal
-0.7
CPT0089040001
Normal
-0.7
CPT0015730003
Tumor
-0.7
CPT0081620001
Normal
-0.7
CPT0064400001
Normal
-0.7
CPT0025060001
Normal
-0.8
CPT0006950001
Normal
-0.8
CPT0012290003
Normal
-0.8
CPT0017450001
Normal
-0.8
CPT0000790001
Normal
-0.8
CPT0001350001
Normal
-0.8
CPT0025610001
Normal
-0.8
CPT0006440003
Tumor
-0.9
CPT0012180003
Tumor
-0.9
CPT0078830003
Tumor
-0.9
CPT0014350001
Normal
-0.9
CPT0007870001
Normal
-0.9
CPT0014450004
Tumor
-0.9
CPT0006730001
Normal
-0.9
CPT0079270003
Tumor
-0.9
CPT0026420001
Normal
-1.0
CPT0025050003
Tumor
-1.0
CPT0088710001
Normal
-1.0
CPT0092310003
Normal
-1.0
CPT0001540009
Tumor
-1.0
CPT0010110003
Tumor
-1.0
CPT0088970003
Tumor
-1.0
CPT0065450001
Normal
-1.1
CPT0088920001
Normal
-1.1
CPT0088570001
Normal
-1.1
CPT0092740003
Normal
-1.1
CPT0076350001
Normal
-1.1
CPT0001260009
Tumor
-1.3
CPT0077110003
Tumor
-1.3
CPT0078800003
Tumor
-1.4
CPT0026410003
Tumor
-1.8
CPT0078990003
Tumor
-1.8
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
