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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.
FERMT3 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
7.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
72.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
28.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
26.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
17.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
16.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
15.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
14.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
13.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
11.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
11.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
11.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
9.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
9.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
9.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
8.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
8.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
7.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
7.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
7.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
7.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
7.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
7.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
7.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
7.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
6.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
6.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
6.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
6.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
5.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
5.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
5.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
5.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
4.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
4.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
4.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
4.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
3.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
3.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
3.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
3.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
2.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
2.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
2.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
2.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
2.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
2.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
2.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
2.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
2.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
2.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
2.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
2.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
1.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
1.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 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.
FERMT3 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
20.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
115.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
71.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
71.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
71.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
66.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
59.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
58.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
56.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
55.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
53.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
50.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
48.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
47.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
47.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
47.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
46.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
45.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
45.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
43.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
43.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
42.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
42.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
42.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
42.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
42.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
42.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
42.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
41.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
40.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
40.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
40.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
40.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
40.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
40.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
39.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
39.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
39.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
39.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
38.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
38.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
38.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
38.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
38.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
36.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
36.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
36.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
35.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
35.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
35.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
34.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
34.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
34.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
33.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
33.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
33.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
33.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
33.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
33.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
33.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
33.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
33.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
33.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
33.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
33.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
32.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
32.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
32.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
31.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
31.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
31.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
31.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
31.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
31.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
31.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
31.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
31.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
30.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
30.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
30.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
30.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
30.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
30.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
30.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
29.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
29.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
29.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
29.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
29.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
28.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
28.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
28.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
28.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
28.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
28.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
28.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
28.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
28.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
28.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
28.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
28.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
27.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
27.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
27.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
27.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
27.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
27.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
27.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
27.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
27.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
26.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
26.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
26.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
26.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
26.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
26.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
26.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
26.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
26.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
26.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
26.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
26.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
25.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
25.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
25.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
25.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
25.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
25.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
25.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
25.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
24.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
24.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
24.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
24.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
24.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
24.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
24.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
24.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
24.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
24.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
23.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
23.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
23.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
23.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
23.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
23.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
23.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
23.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
23.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
23.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
23.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
23.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
23.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
23.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
23.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
23.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
23.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
23.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
22.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
22.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
22.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
22.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
22.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
22.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
22.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
22.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
22.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
22.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
22.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
22.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
21.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
21.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
21.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
21.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
21.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
21.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
21.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
21.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
21.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
21.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
21.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
21.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
21.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
21.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
21.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
21.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
21.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
20.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
20.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
20.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
20.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
20.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
20.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
20.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
20.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
20.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
20.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
20.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
20.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
20.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
20.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
20.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
19.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
19.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
19.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
19.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
19.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
19.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
19.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
19.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
19.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
19.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
19.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
19.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
19.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
19.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
19.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
19.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
19.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
19.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
19.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
19.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
19.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
19.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
19.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
19.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
19.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
19.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
18.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
18.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
18.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
18.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
18.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
18.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
18.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
18.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
18.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
18.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
18.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
18.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
18.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
18.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
18.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
18.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
18.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
18.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
18.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
18.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
18.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
18.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
18.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
18.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
18.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
18.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
17.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
17.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
17.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
17.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
17.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
17.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
17.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
17.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
17.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
17.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
17.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
17.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
17.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
17.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
17.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
17.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
17.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
17.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
17.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
17.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
17.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
17.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
17.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
17.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
17.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
17.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
16.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
16.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
16.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
16.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
16.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
16.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
16.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
16.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
16.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
16.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
16.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
16.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
16.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
16.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
16.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
16.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
16.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
16.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
16.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
16.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
16.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
16.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
16.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
16.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
16.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
16.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
15.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
15.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
15.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
15.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
15.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
15.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
15.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
15.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
15.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
15.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
15.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
15.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
15.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
15.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
15.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
15.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
15.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
15.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
15.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
15.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
15.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
15.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
15.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
14.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
14.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
14.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
14.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
14.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
14.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
14.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
14.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
14.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
14.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
14.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
14.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
14.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
14.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
14.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
14.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
14.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
14.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
14.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
14.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
14.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
14.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
14.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
14.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
14.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
14.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
14.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
14.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
14.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
13.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
13.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
13.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
13.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
13.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
13.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
13.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
13.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
13.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
13.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
13.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
13.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
13.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
13.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
13.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
13.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
13.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
13.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
13.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
13.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
12.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
12.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
12.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
12.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
12.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
12.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
12.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
12.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
12.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
12.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
12.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
12.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
12.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
12.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
12.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
12.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
12.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
12.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
12.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
12.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
12.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
12.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
12.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
12.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
12.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
11.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
11.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
11.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
11.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
11.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
11.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
11.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
11.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
11.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
11.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
11.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
11.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
11.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
11.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
11.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
11.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
11.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
11.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
11.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
10.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
10.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
10.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
10.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
10.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
10.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
10.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
10.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
10.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
10.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
10.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
10.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
10.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
10.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
10.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
10.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
10.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
10.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
10.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
10.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
10.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
10.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
9.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
9.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
9.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
9.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
9.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
9.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
9.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
9.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
9.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
9.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
9.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
9.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
9.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
9.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
9.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
9.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
9.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
9.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
9.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
9.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
8.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
8.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
8.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
8.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
8.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
8.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
8.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
8.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
7.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
7.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
7.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
7.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
7.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
7.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
7.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
7.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
7.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
7.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
7.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
7.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
7.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
7.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
6.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
6.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
6.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
6.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
6.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
6.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
6.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
6.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
5.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
5.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
5.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
5.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
5.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
5.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
5.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
5.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
4.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
4.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
4.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
3.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
3.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
3.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
3.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
2.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
2.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
2.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
1.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
1.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 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.
FERMT3 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
24.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
207.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
84.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
70.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
62.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
49.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
46.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
46.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
45.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
43.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
41.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
38.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
37.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
36.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
35.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
34.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
32.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
32.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
31.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
30.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
30.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
30.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
29.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
29.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
29.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
29.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
29.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
28.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
27.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
27.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
26.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
26.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
25.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
25.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
25.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
25.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
24.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
24.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
24.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
23.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
23.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
23.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
23.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
23.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
22.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
22.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
21.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
21.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
20.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
19.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
19.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
19.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
19.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
19.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
18.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
18.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
18.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
17.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
17.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
17.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
17.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
17.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
17.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
17.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
16.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
15.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
15.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
14.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
13.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
13.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
13.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
13.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
13.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
13.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
12.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
12.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
12.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
12.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
12.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
10.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
10.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
10.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
10.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
10.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
10.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
10.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
9.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
9.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
9.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
9.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
9.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
7.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
7.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
7.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
6.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
6.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
6.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
5.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
5.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
4.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FERMT3 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
137.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
88.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
74.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
72.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
70.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
67.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
66.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
62.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
60.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
60.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
59.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
58.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
56.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
56.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
49.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
48.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
46.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
46.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
45.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
45.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
43.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
41.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
40.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
40.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
39.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
38.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
38.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
38.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
37.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
37.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
36.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
36.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
36.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
36.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
35.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
35.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
35.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
34.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
32.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
32.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
32.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
32.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
31.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
31.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
30.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
30.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
30.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
30.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
29.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
29.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
27.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
26.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
25.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
24.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
24.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
24.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
24.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
23.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
23.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
23.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
23.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
23.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
23.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
22.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
22.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
22.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
22.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
22.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
21.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
21.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
21.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
21.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
21.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
20.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
20.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
20.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
20.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
19.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
19.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
19.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
19.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
19.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
19.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
19.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
19.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
19.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
19.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
18.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
18.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
18.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
18.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
18.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
18.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
18.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
17.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
17.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
17.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
17.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
17.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
17.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
17.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
17.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
17.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
16.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
16.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
16.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
16.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
16.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
16.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
16.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
16.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
16.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
16.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
15.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
15.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
15.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
15.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
15.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
15.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
15.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
15.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
15.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
14.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
14.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
14.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
14.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
14.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
14.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
14.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
14.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
14.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
14.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
13.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
13.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
13.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
13.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
13.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
13.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
13.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
13.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
13.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
13.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
13.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
13.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
13.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
13.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
13.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
12.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
12.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
12.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
12.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
12.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
12.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
12.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
12.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
12.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
11.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
11.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
11.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
11.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
11.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
11.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
11.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
11.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
11.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
11.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
11.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
11.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
11.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
11.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
10.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
10.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
10.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
10.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
10.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
10.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
10.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
10.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
10.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
10.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
10.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
10.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
10.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
10.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
10.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
10.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
9.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
9.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
9.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
9.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
9.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
9.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
9.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
9.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
9.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
9.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
8.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
8.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
8.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
8.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
8.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
8.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
8.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
8.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
8.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
8.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
7.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
7.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
7.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
7.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
7.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
7.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
7.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
7.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
7.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
7.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
7.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
6.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
6.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
6.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
6.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
6.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
6.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
6.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
6.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
5.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
5.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
5.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
5.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
5.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
5.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
5.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
5.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
5.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
5.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
4.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
4.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
4.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
4.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
4.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
4.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
4.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
4.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
4.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
4.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
4.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
4.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
4.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
4.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
4.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
4.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
4.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
3.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
3.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
3.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
3.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
3.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
3.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
3.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
3.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
3.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
3.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
3.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
3.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
3.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
3.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
2.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
2.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
2.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
2.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
2.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
2.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
1.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
1.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
2.2
CPT0081880003
Tumor
2.0
CPT0076330003
Tumor
1.5
CPT0012180003
Tumor
1.3
CPT0078990003
Tumor
1.2
CPT0092290003
Tumor
1.2
CPT0001260009
Tumor
1.1
CPT0084560003
Tumor
1.1
CPT0023350003
Tumor
1.1
CPT0078510003
Tumor
1.1
CPT0025050003
Tumor
1.0
CPT0079380003
Tumor
1.0
CPT0092160003
Tumor
0.9
CPT0063630003
Tumor
0.9
CPT0017850003
Tumor
0.9
CPT0025290003
Tumor
0.9
CPT0075560003
Tumor
0.9
CPT0017410003
Tumor
0.8
CPT0092730003
Tumor
0.8
CPT0010110003
Tumor
0.8
CPT0081990003
Tumor
0.7
CPT0014160003
Tumor
0.7
CPT0069160003
Tumor
0.7
CPT0066480003
Tumor
0.7
CPT0012280003
Tumor
0.7
CPT0024670003
Tumor
0.7
CPT0012550003
Tumor
0.7
CPT0064370003
Tumor
0.7
CPT0075130003
Tumor
0.6
CPT0009060003
Tumor
0.6
CPT0001180009
Tumor
0.6
CPT0001540009
Tumor
0.6
CPT0012670003
Tumor
0.6
CPT0065430003
Tumor
0.6
CPT0086360003
Tumor
0.5
CPT0079410003
Tumor
0.5
CPT0065690003
Tumor
0.5
CPT0002350011
Tumor
0.5
CPT0015730003
Tumor
0.5
CPT0020120003
Tumor
0.5
CPT0077320001
Normal
0.5
CPT0075170001
Normal
0.5
CPT0021240003
Tumor
0.5
CPT0007860003
Tumor
0.5
CPT0023690003
Tumor
0.4
CPT0081600003
Tumor
0.4
CPT0086870003
Tumor
0.4
CPT0025170003
Tumor
0.4
CPT0025880003
Tumor
0.4
CPT0015910003
Tumor
0.4
CPT0006900003
Tumor
0.4
CPT0077310003
Tumor
0.4
CPT0000640003
Tumor
0.3
CPT0065870003
Tumor
0.3
CPT0075720003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0088630003
Tumor
0.3
CPT0088760003
Tumor
0.3
CPT0065810003
Tumor
0.3
CPT0026410003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0065820001
Normal
0.2
CPT0025230003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0078660003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0007320003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0001340003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0001500009
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0001270001
Normal
0.0
CPT0077110003
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0092790003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0014370004
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0076350001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0079270003
Tumor
-0.1
CPT0006630003
Tumor
-0.1
CPT0085670003
Tumor
-0.1
CPT0014450004
Tumor
-0.1
CPT0025350003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0078800003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0000780007
Tumor
-0.2
CPT0011410003
Tumor
-0.2
CPT0010120001
Normal
-0.2
CPT0025580004
Tumor
-0.2
CPT0001510001
Normal
-0.2
CPT0088900003
Tumor
-0.2
CPT0075570001
Normal
-0.2
CPT0077490003
Tumor
-0.2
CPT0009000003
Tumor
-0.2
CPT0006440003
Tumor
-0.2
CPT0014470001
Normal
-0.3
CPT0071150004
Tumor
-0.3
CPT0066520001
Normal
-0.3
CPT0002270011
Tumor
-0.3
CPT0012900004
Tumor
-0.3
CPT0010160003
Tumor
-0.3
CPT0078830003
Tumor
-0.3
CPT0018250001
Normal
-0.3
CPT0013790003
Normal
-0.3
CPT0006530001
Normal
-0.3
CPT0077500001
Normal
-0.4
CPT0089460004
Tumor
-0.4
CPT0088970003
Tumor
-0.4
CPT0017450001
Normal
-0.4
CPT0024680001
Normal
-0.5
CPT0012920003
Normal
-0.5
CPT0025060001
Normal
-0.5
CPT0001190001
Normal
-0.5
CPT0001550001
Normal
-0.5
CPT0092310003
Normal
-0.6
CPT0014130001
Normal
-0.6
CPT0086970003
Normal
-0.6
CPT0009020003
Normal
-0.6
CPT0063330001
Normal
-0.6
CPT0079300001
Normal
-0.7
CPT0088710001
Normal
-0.7
CPT0063640001
Normal
-0.7
CPT0082010001
Normal
-0.7
CPT0079510001
Normal
-0.7
CPT0012090003
Normal
-0.7
CPT0069010001
Normal
-0.7
CPT0000890001
Normal
-0.7
CPT0002370001
Normal
-0.7
CPT0089040001
Normal
-0.7
CPT0079180003
Tumor
-0.7
CPT0012640003
Normal
-0.8
CPT0088780001
Normal
-0.8
CPT0087050003
Normal
-0.8
CPT0020020001
Normal
-0.8
CPT0077140001
Normal
-0.8
CPT0000660001
Normal
-0.8
CPT0088920001
Normal
-0.8
CPT0078530001
Normal
-0.8
CPT0079430001
Normal
-0.8
CPT0019160001
Normal
-0.9
CPT0086370003
Normal
-0.9
CPT0088640003
Normal
-0.9
CPT0086830003
Normal
-0.9
CPT0078670001
Normal
-0.9
CPT0066430001
Normal
-0.9
CPT0092800003
Normal
-0.9
CPT0025920001
Normal
-0.9
CPT0089480003
Normal
-0.9
CPT0009080003
Normal
-0.9
CPT0010170001
Normal
-0.9
CPT0025610001
Normal
-0.9
CPT0081620001
Normal
-0.9
CPT0026420001
Normal
-1.0
CPT0023710001
Normal
-1.0
CPT0007470001
Normal
-1.0
CPT0012570003
Normal
-1.0
CPT0001230001
Normal
-1.0
CPT0001350001
Normal
-1.0
CPT0086890003
Normal
-1.1
CPT0064400001
Normal
-1.1
CPT0014350001
Normal
-1.1
CPT0006730001
Normal
-1.1
CPT0078940001
Normal
-1.1
CPT0079000001
Normal
-1.1
CPT0078840001
Normal
-1.1
CPT0006950001
Normal
-1.1
CPT0088500001
Normal
-1.1
CPT0000790001
Normal
-1.1
CPT0065450001
Normal
-1.1
CPT0092740003
Normal
-1.2
CPT0007870001
Normal
-1.3
CPT0020130001
Normal
-1.3
CPT0012770003
Normal
-1.3
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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.