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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.
FBXO6 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
6.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
26.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
20.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
18.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
17.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
16.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
12.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
12.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
12.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
11.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
11.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
10.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
10.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
9.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
9.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
9.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
9.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
8.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
8.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
8.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
8.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
7.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
7.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
7.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
7.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
7.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
6.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
6.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
6.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
6.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
6.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
6.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
5.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
5.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
5.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
5.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
4.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
4.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
4.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
4.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
4.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
4.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
4.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
4.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
4.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
3.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
3.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
3.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
3.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
3.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
3.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
3.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
2.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
2.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
2.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
2.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
2.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
2.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
2.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
1.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 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.
FBXO6 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
13.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
73.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
41.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
36.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
34.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
34.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
33.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
32.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
32.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
30.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
30.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
29.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
29.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
28.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
28.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
28.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
28.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
27.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
26.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
26.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
26.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
26.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
26.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
26.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
25.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
25.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
25.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
24.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
24.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
24.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
24.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
24.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
23.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
23.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
23.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
23.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
23.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
22.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
22.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
22.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
22.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
22.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
22.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
22.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
22.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
22.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
21.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
21.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
21.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
21.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
21.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
21.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
21.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
20.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
20.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
20.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
20.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
20.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
20.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
20.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
20.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
20.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
20.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
20.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
19.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
19.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
19.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
19.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
19.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
19.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
19.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
19.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
19.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
19.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
19.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
19.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
19.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
19.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
19.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
19.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
19.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
19.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
19.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
18.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
18.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
18.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
18.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
18.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
18.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
18.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
18.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
18.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
18.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
18.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
18.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
18.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
18.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
18.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
18.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
18.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
18.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
18.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
18.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
18.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
18.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
18.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
18.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
17.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
17.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
17.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
17.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
17.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
17.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
17.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
17.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
17.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
17.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
17.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
17.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
17.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
17.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
17.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
17.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
17.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
17.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
17.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
17.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
17.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
17.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
17.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
17.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
17.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
16.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
16.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
16.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
16.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
16.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
16.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
16.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
16.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
16.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
16.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
16.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
16.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
16.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
16.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
16.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
16.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
16.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
16.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
16.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
16.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
16.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
16.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
16.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
16.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
16.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
16.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
16.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
16.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
16.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
16.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
16.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
16.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
15.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
15.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
15.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
15.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
15.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
15.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
15.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
15.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
15.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
15.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
15.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
15.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
15.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
15.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
15.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
15.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
15.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
15.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
15.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
15.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
15.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
15.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
15.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
15.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
15.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
15.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
15.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
15.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
15.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
15.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
15.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
15.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
15.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
15.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
15.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
15.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
15.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
15.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
14.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
14.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
14.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
14.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
14.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
14.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
14.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
14.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
14.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
14.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
14.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
14.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
14.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
14.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
14.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
14.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
14.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
14.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
14.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
14.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
14.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
14.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
14.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
14.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
14.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
14.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
14.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
14.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
14.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
14.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
13.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
13.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
13.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
13.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
13.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
13.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
13.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
13.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
13.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
13.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
13.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
13.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
13.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
13.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
13.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
13.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
13.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
13.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
13.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
13.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
13.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
13.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
13.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
13.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
13.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
13.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
13.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
13.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
13.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
13.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
13.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
13.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
13.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
13.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
13.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
13.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
12.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
12.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
12.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
12.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
12.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
12.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
12.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
12.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
12.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
12.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
12.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
12.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
12.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
12.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
12.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
12.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
12.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
12.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
12.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
12.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
12.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
12.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
12.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
12.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
12.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
12.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
12.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
12.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
12.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
12.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
12.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
12.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
12.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
12.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
12.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
12.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
12.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
12.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
12.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
12.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
12.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
12.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
12.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
12.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
12.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
12.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
11.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
11.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
11.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
11.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
11.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
11.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
11.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
11.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
11.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
11.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
11.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
11.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
11.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
11.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
11.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
11.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
11.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
11.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
11.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
11.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
11.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
11.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
11.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
11.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
11.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
11.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
11.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
11.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
11.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
11.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
11.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
11.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
11.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
11.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
11.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
11.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
11.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
11.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
11.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
10.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
10.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
10.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
10.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
10.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
10.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
10.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
10.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
10.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
10.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
10.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
10.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
10.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
10.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
10.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
10.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
10.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
10.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
10.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
10.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
10.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
10.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
10.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
10.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
10.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
10.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
10.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
10.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
10.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
10.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
10.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
10.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
10.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
9.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
9.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
9.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
9.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
9.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
9.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
9.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
9.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
9.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
9.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
9.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
9.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
9.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
9.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
9.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
9.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
9.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
9.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
9.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
9.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
9.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
9.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
9.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
9.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
9.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
9.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
9.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
9.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
9.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
9.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
8.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
8.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
8.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
8.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
8.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
8.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
8.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
8.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
8.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
8.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
8.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
8.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
8.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
8.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
8.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
8.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
8.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
8.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
8.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
8.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
8.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
8.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
8.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
8.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
8.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
8.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
8.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
8.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
8.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
8.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
8.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
8.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
7.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
7.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
7.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
7.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
7.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
7.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
7.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
7.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
7.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
7.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
7.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
7.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
7.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
7.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
7.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
7.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
7.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
7.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
7.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
7.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
7.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
6.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
6.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
6.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
6.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
6.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
6.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
6.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
6.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
6.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
6.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
6.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
6.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
6.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
6.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
6.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
6.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
6.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
6.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
5.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
5.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
5.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
5.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
5.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
5.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
5.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
5.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
5.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
4.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
4.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
4.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
4.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
4.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
4.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
3.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
3.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
3.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
3.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
3.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
3.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
3.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
3.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
2.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
2.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
2.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
1.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 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.
FBXO6 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
13.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
38.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
29.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
29.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
26.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
24.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
24.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
22.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
22.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
22.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
21.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
21.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
21.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
21.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
20.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
20.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
19.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
19.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
19.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
18.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
18.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
18.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
17.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
17.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
17.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
16.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
16.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
16.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
16.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
16.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
15.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
15.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
15.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
15.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
15.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
15.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
15.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
15.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
14.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
14.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
14.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
14.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
14.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
13.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
13.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
13.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
13.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
13.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
12.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
12.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
12.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
12.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
12.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
12.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
12.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
12.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
12.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
11.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
11.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
11.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
11.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
11.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
11.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
11.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
11.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
11.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
11.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
11.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
10.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
10.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
10.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
10.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
10.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
10.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
10.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
10.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
9.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
9.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
9.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
9.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
8.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
8.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
8.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
8.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
7.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
7.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
7.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
7.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
7.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
7.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
7.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
7.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
7.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
6.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
6.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
6.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
6.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
5.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
5.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
4.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 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.
FBXO6 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
59.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
45.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
44.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
40.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
39.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
37.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
36.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
36.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
35.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
32.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
28.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
28.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
28.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
27.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
27.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
26.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
26.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
26.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
25.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
25.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
24.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
24.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
24.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
24.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
24.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
23.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
23.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
23.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
23.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
23.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
22.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
22.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
22.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
21.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
21.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
21.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
21.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
20.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
20.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
19.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
19.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
19.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
19.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
19.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
19.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
19.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
19.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
19.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
18.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
18.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
18.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
18.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
18.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
17.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
17.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
17.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
17.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
17.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
17.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
17.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
17.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
17.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
17.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
17.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
16.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
16.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
16.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
16.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
16.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
16.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
16.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
15.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
15.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
15.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
15.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
15.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
15.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
15.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
15.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
15.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
15.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
15.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
15.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
14.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
14.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
14.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
14.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
14.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
14.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
14.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
14.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
14.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
14.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
14.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
14.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
14.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
13.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
13.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
13.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
13.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
13.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
13.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
13.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
13.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
13.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
13.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
13.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
13.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
13.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
13.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
13.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
13.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
13.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
13.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
13.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
12.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
12.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
12.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
12.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
12.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
12.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
12.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
12.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
12.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
12.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
12.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
12.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
12.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
12.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
12.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
12.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
12.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
12.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
12.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
12.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
12.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
12.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
12.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
12.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
12.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
12.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
12.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
11.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
11.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
11.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
11.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
11.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
11.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
11.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
11.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
11.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
11.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
11.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
11.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
11.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
11.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
11.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
11.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
11.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
11.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
10.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
10.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
10.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
10.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
10.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
10.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
10.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
10.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
10.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
10.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
10.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
10.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
10.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
10.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
10.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
10.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
10.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
10.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
10.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
10.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
10.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
9.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
9.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
9.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
9.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
9.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
9.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
9.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
9.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
9.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
9.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
9.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
9.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
9.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
9.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
9.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
9.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
9.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
9.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
9.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
9.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
9.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
9.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
8.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
8.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
8.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
8.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
8.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
8.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
8.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
8.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
8.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
8.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
8.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
8.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
8.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
8.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
8.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
8.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
8.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
8.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
7.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
7.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
7.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
7.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
7.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
7.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
7.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
7.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
7.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
7.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
7.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
7.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
7.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
7.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
7.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
7.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
7.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
7.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
7.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
7.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
7.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
7.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
6.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
6.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
6.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
6.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
6.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
6.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
6.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
6.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
6.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
6.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
6.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
5.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
5.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
5.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
5.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
5.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
5.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
5.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
5.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
4.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
4.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
4.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
4.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
3.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
3.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
2.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
2.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
2.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
2.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
2.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
1.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
1.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
1.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
1.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
1.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012180003
Tumor
1.2
CPT0002350011
Tumor
1.2
CPT0006440003
Tumor
1.1
CPT0001180009
Tumor
1.0
CPT0023350003
Tumor
1.0
CPT0010110003
Tumor
0.9
CPT0075130003
Tumor
0.9
CPT0088690003
Tumor
0.9
CPT0001260009
Tumor
0.9
CPT0069000003
Tumor
0.9
CPT0006900003
Tumor
0.8
CPT0078990003
Tumor
0.8
CPT0086360003
Tumor
0.8
CPT0001340003
Tumor
0.8
CPT0000640003
Tumor
0.8
CPT0025880003
Tumor
0.8
CPT0089460004
Tumor
0.8
CPT0025050003
Tumor
0.7
CPT0065430003
Tumor
0.6
CPT0025110003
Tumor
0.6
CPT0025230003
Tumor
0.6
CPT0081880003
Tumor
0.6
CPT0079270003
Tumor
0.5
CPT0077110003
Tumor
0.5
CPT0092160003
Tumor
0.5
CPT0064370003
Tumor
0.5
CPT0065810003
Tumor
0.5
CPT0025290003
Tumor
0.5
CPT0000870016
Tumor
0.5
CPT0014370004
Tumor
0.5
CPT0026410003
Tumor
0.5
CPT0001540009
Tumor
0.5
CPT0088900003
Tumor
0.5
CPT0012280003
Tumor
0.4
CPT0079380003
Tumor
0.4
CPT0077490003
Tumor
0.4
CPT0088480003
Tumor
0.4
CPT0078830003
Tumor
0.4
CPT0023690003
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0025350003
Tumor
0.3
CPT0086950003
Tumor
0.3
CPT0088550004
Tumor
0.3
CPT0065930003
Tumor
0.3
CPT0086870003
Tumor
0.3
CPT0021240003
Tumor
0.3
CPT0066480003
Tumor
0.3
CPT0078930003
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0075560003
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0084560003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0065690003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0088970003
Tumor
0.1
CPT0012550003
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0077310003
Tumor
0.1
CPT0020120003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0089040001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0078530001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0017410003
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0077320001
Normal
0.0
CPT0078800003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0017850003
Tumor
0.0
CPT0065750003
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0000780007
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0092190003
Normal
-0.1
CPT0092730003
Tumor
-0.1
CPT0009000003
Tumor
-0.1
CPT0086830003
Normal
-0.1
CPT0024670003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0079430001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0006630003
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0007320003
Tumor
-0.1
CPT0078840001
Normal
-0.1
CPT0076330003
Tumor
-0.2
CPT0086890003
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0063330001
Normal
-0.2
CPT0088760003
Tumor
-0.2
CPT0079410003
Tumor
-0.2
CPT0086970003
Normal
-0.2
CPT0001550001
Normal
-0.2
CPT0079230003
Tumor
-0.2
CPT0012290003
Normal
-0.2
CPT0012080003
Tumor
-0.2
CPT0001190001
Normal
-0.2
CPT0092740003
Normal
-0.2
CPT0077500001
Normal
-0.2
CPT0006950001
Normal
-0.2
CPT0081600003
Tumor
-0.2
CPT0092310003
Normal
-0.2
CPT0082010001
Normal
-0.2
CPT0002270011
Tumor
-0.2
CPT0081990003
Tumor
-0.2
CPT0010120001
Normal
-0.2
CPT0006530001
Normal
-0.2
CPT0012370003
Tumor
-0.2
CPT0085670003
Tumor
-0.3
CPT0009080003
Normal
-0.3
CPT0012090003
Normal
-0.3
CPT0001230001
Normal
-0.3
CPT0014350001
Normal
-0.3
CPT0065870003
Tumor
-0.3
CPT0007870001
Normal
-0.3
CPT0025610001
Normal
-0.3
CPT0088500001
Normal
-0.3
CPT0088710001
Normal
-0.3
CPT0088630003
Tumor
-0.3
CPT0075720003
Tumor
-0.3
CPT0081620001
Normal
-0.3
CPT0012670003
Tumor
-0.3
CPT0014130001
Normal
-0.3
CPT0015730003
Tumor
-0.3
CPT0079000001
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0065450001
Normal
-0.3
CPT0064400001
Normal
-0.3
CPT0086030003
Tumor
-0.3
CPT0011240003
Tumor
-0.3
CPT0019130003
Tumor
-0.3
CPT0025060001
Normal
-0.3
CPT0000790001
Normal
-0.3
CPT0012900004
Tumor
-0.4
CPT0000890001
Normal
-0.4
CPT0077140001
Normal
-0.4
CPT0001350001
Normal
-0.4
CPT0088780001
Normal
-0.4
CPT0010170001
Normal
-0.4
CPT0000660001
Normal
-0.4
CPT0023360001
Normal
-0.4
CPT0017450001
Normal
-0.4
CPT0088920001
Normal
-0.4
CPT0002370001
Normal
-0.4
CPT0020020001
Normal
-0.4
CPT0010160003
Tumor
-0.4
CPT0079510001
Normal
-0.4
CPT0018250001
Normal
-0.4
CPT0069010001
Normal
-0.5
CPT0014470001
Normal
-0.5
CPT0066430001
Normal
-0.5
CPT0024680001
Normal
-0.5
CPT0086370003
Normal
-0.5
CPT0006730001
Normal
-0.5
CPT0019160001
Normal
-0.5
CPT0069190001
Normal
-0.5
CPT0078670001
Normal
-0.5
CPT0001510001
Normal
-0.5
CPT0020130001
Normal
-0.6
CPT0065820001
Normal
-0.6
CPT0092800003
Normal
-0.6
CPT0078660003
Tumor
-0.6
CPT0009060003
Tumor
-0.6
CPT0079300001
Normal
-0.6
CPT0013790003
Normal
-0.6
CPT0012640003
Normal
-0.7
CPT0012920003
Normal
-0.7
CPT0012770003
Normal
-0.8
CPT0012570003
Normal
-0.9
CPT0009020003
Normal
-0.9
CPT0079180003
Tumor
-0.9
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
