We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
FBXO44 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
55.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
145.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
121.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
109.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
109.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
99.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
98.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
97.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
92.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
80.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
80.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
79.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
77.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
75.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
73.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
73.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
72.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
69.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
68.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
66.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
65.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
64.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
63.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
60.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
60.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
59.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
59.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
58.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
58.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
57.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
57.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
55.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
54.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
49.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
44.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
43.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
43.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
42.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
42.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
41.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
41.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
40.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
39.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
39.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
38.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
37.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
37.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
36.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
35.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
35.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
32.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
31.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
31.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
30.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
29.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
28.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
27.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
27.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
27.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
25.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
23.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
21.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
17.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
15.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 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.
FBXO44 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
78.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
60.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
53.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
48.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
48.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
46.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
44.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
43.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
42.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
42.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
40.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
39.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
39.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
39.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
38.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
38.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
37.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
37.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
37.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
37.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
36.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
35.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
35.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
35.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
35.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
35.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
34.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
34.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
34.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
34.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
34.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
33.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
33.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
33.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
33.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
33.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
33.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
33.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
32.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
32.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
32.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
32.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
32.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
32.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
31.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
31.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
31.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
31.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
31.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
31.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
30.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
30.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
30.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
30.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
30.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
30.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
30.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
30.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
30.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
29.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
29.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
29.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
29.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
29.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
29.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
29.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
29.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
29.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
28.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
28.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
28.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
28.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
28.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
28.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
27.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
27.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
27.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
27.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
27.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
27.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
27.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
27.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
27.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
27.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
27.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
27.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
26.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
26.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
26.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
26.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
26.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
26.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
26.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
26.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
26.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
26.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
26.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
26.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
26.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
26.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
25.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
25.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
25.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
25.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
25.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
25.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
25.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
25.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
25.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
25.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
25.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
25.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
24.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
24.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
24.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
24.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
24.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
24.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
24.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
24.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
24.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
24.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
24.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
24.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
24.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
24.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
24.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
24.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
24.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
23.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
23.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
23.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
23.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
23.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
23.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
23.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
23.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
23.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
23.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
23.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
23.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
23.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
23.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
23.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
23.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
23.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
23.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
23.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
23.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
23.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
23.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
23.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
23.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
22.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
22.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
22.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
22.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
22.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
22.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
22.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
22.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
22.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
22.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
22.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
22.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
22.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
22.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
22.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
22.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
22.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
22.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
22.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
22.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
22.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
22.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
22.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
21.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
21.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
21.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
21.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
21.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
21.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
21.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
21.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
21.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
21.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
21.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
21.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
21.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
21.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
21.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
21.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
21.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
21.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
21.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
21.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
21.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
21.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
21.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
21.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
21.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
21.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
21.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
20.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
20.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
20.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
20.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
20.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
20.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
20.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
20.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
20.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
20.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
20.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
20.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
20.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
20.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
20.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
20.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
20.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
20.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
20.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
20.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
20.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
20.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
20.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
20.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
20.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
20.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
20.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
20.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
20.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
20.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
20.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
20.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
20.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
19.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
19.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
19.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
19.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
19.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
19.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
19.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
19.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
19.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
19.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
19.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
19.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
19.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
19.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
19.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
19.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
19.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
19.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
19.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
19.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
19.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
19.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
19.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
19.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
19.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
19.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
19.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
19.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
19.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
19.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
19.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
19.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
19.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
19.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
19.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
19.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
19.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
19.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
19.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
19.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
18.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
18.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
18.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
18.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
18.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
18.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
18.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
18.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
18.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
18.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
18.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
18.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
18.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
18.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
18.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
18.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
18.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
18.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
18.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
18.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
18.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
18.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
18.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
17.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
17.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
17.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
17.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
17.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
17.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
17.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
17.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
17.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
17.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
17.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
17.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
17.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
17.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
17.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
17.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
17.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
17.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
17.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
17.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
17.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
17.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
17.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
17.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
17.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
17.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
17.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
17.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
17.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
17.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
17.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
16.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
16.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
16.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
16.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
16.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
16.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
16.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
16.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
16.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
16.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
16.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
16.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
16.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
16.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
16.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
16.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
16.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
16.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
16.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
16.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
16.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
16.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
16.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
16.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
16.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
16.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
16.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
16.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
16.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
16.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
16.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
16.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
16.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
15.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
15.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
15.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
15.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
15.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
15.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
15.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
15.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
15.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
15.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
15.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
15.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
15.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
15.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
15.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
15.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
15.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
15.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
15.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
15.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
14.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
14.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
14.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
14.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
14.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
14.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
14.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
14.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
14.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
14.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
14.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
14.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
14.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
14.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
14.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
14.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
14.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
14.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
14.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
14.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
14.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
14.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
14.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
14.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
13.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
13.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
13.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
13.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
13.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
13.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
13.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
13.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
13.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
13.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
13.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
13.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
13.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
13.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
13.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
13.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
13.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
13.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
13.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
12.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
12.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
12.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
12.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
12.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
12.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
12.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
12.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
12.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
12.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
12.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
12.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
12.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
12.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
12.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
12.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
12.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
12.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
11.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
11.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
11.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
11.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
11.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
11.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
11.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
11.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
11.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
11.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
11.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
11.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
11.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
11.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
11.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
11.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
11.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
11.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
10.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
10.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
10.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
10.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
10.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
10.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
10.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
10.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
10.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
10.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
10.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
10.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
9.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
9.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
9.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
9.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
9.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
9.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
9.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
9.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
9.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
9.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
9.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
9.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
9.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
9.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
9.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
9.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
9.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
9.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
8.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
8.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
8.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
8.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
8.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
8.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
8.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
8.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
7.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
7.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
7.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
7.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
7.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
7.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
6.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
6.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
6.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
6.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
5.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
4.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
3.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
2.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
2.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
1.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 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.
FBXO44 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
25.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
57.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
47.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
47.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
44.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
43.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
40.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
39.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
39.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
39.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
38.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
38.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
37.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
36.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
36.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
36.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
35.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
35.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
35.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
35.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
34.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
34.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
33.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
33.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
32.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
32.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
31.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
30.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
29.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
29.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
29.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
29.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
29.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
28.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
28.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
27.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
27.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
27.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
27.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
27.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
26.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
26.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
25.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
24.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
24.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
24.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
23.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
23.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
23.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
23.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
23.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
23.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
23.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
22.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
22.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
22.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
22.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
22.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
22.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
22.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
22.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
21.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
21.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
21.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
21.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
21.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
21.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
21.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
21.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
20.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
20.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
20.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
20.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
20.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
20.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
19.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
19.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
19.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
18.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
18.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
18.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
18.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
17.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
17.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
17.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
16.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
15.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
15.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
14.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
14.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
14.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
13.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
13.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
12.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
12.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
12.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
11.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
11.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
10.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
8.7
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.
FBXO44 is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
30.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
188.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
115.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
111.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
94.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
77.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
77.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
76.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
75.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
74.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
73.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
72.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
69.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
69.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
67.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
66.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
64.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
63.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
62.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
59.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
58.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
58.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
57.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
57.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
55.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
55.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
53.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
52.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
50.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
50.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
49.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
49.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
49.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
49.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
48.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
48.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
48.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
47.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
47.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
47.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
46.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
46.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
44.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
44.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
43.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
42.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
42.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
42.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
42.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
42.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
41.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
40.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
40.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
39.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
39.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
39.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
39.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
39.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
38.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
38.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
38.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
38.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
37.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
37.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
37.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
36.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
36.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
36.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
35.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
35.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
35.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
35.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
35.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
34.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
34.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
34.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
34.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
34.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
34.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
33.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
33.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
33.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
32.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
32.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
32.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
32.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
32.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
32.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
32.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
31.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
31.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
31.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
31.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
31.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
31.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
31.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
31.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
31.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
31.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
31.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
31.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
31.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
30.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
30.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
30.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
30.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
30.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
30.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
30.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
29.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
29.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
29.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
29.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
29.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
29.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
29.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
29.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
28.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
28.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
28.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
28.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
28.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
28.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
28.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
28.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
27.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
27.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
27.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
27.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
27.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
27.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
27.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
27.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
26.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
26.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
26.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
26.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
26.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
26.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
26.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
26.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
25.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
25.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
25.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
25.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
25.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
25.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
25.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
25.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
25.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
25.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
25.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
25.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
25.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
24.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
24.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
24.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
24.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
24.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
24.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
24.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
24.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
24.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
24.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
24.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
24.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
24.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
24.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
24.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
23.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
23.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
23.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
23.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
23.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
23.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
23.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
23.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
23.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
23.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
23.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
23.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
22.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
22.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
22.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
22.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
22.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
22.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
22.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
21.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
21.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
21.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
21.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
21.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
21.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
21.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
21.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
21.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
21.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
20.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
20.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
20.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
20.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
20.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
20.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
19.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
19.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
19.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
19.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
19.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
19.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
19.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
19.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
19.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
19.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
19.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
18.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
18.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
18.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
18.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
18.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
18.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
18.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
18.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
17.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
17.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
17.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
17.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
17.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
17.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
17.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
17.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
17.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
17.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
16.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
16.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
16.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
16.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
16.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
16.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
16.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
16.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
16.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
15.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
15.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
15.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
15.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
15.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
14.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
14.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
14.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
14.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
14.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
14.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
14.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
13.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
13.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
13.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
13.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
13.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
13.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
12.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
12.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
12.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
11.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
11.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
11.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
11.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
11.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
10.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
10.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
10.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
10.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
10.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
9.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
9.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
9.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
9.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
9.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
9.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
8.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
8.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
7.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
6.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
1.2
CPT0069000003
Tumor
1.0
CPT0001180009
Tumor
0.8
CPT0012640003
Normal
0.8
CPT0000640003
Tumor
0.7
CPT0001340003
Tumor
0.6
CPT0025110003
Tumor
0.5
CPT0002270011
Tumor
0.5
CPT0079270003
Tumor
0.5
CPT0063330001
Normal
0.5
CPT0075130003
Tumor
0.5
CPT0002350011
Tumor
0.5
CPT0078800003
Tumor
0.4
CPT0088970003
Tumor
0.4
CPT0079510001
Normal
0.4
CPT0088640003
Normal
0.4
CPT0021240003
Tumor
0.4
CPT0001550001
Normal
0.4
CPT0079300001
Normal
0.3
CPT0011410003
Tumor
0.3
CPT0026420001
Normal
0.3
CPT0065930003
Tumor
0.3
CPT0009020003
Normal
0.3
CPT0086830003
Normal
0.3
CPT0088570001
Normal
0.3
CPT0025880003
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0076350001
Normal
0.3
CPT0025050003
Tumor
0.3
CPT0086950003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0089040001
Normal
0.2
CPT0064400001
Normal
0.2
CPT0066520001
Normal
0.2
CPT0018250001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0001230001
Normal
0.2
CPT0078990003
Tumor
0.2
CPT0086890003
Normal
0.2
CPT0012090003
Normal
0.2
CPT0079430001
Normal
0.2
CPT0088480003
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0069190001
Normal
0.2
CPT0025610001
Normal
0.2
CPT0007470001
Normal
0.2
CPT0012920003
Normal
0.2
CPT0086970003
Normal
0.2
CPT0001510001
Normal
0.2
CPT0014450004
Tumor
0.2
CPT0006950001
Normal
0.2
CPT0081620001
Normal
0.2
CPT0078940001
Normal
0.2
CPT0086870003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0019160001
Normal
0.2
CPT0084590001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0092800003
Normal
0.2
CPT0079000001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0079230003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0001260009
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0025580004
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0078660003
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0088500001
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0092190003
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0012770003
Normal
0.1
CPT0078830003
Tumor
0.1
CPT0087050003
Normal
0.1
CPT0012570003
Normal
0.0
CPT0077500001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0001350001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0001540009
Tumor
0.0
CPT0024680001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0020120003
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0077320001
Normal
0.0
CPT0085670003
Tumor
0.0
CPT0092740003
Normal
0.0
CPT0082010001
Normal
0.0
CPT0009000003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0078530001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0012180003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0019990003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0014160003
Tumor
0.0
CPT0063640001
Normal
-0.1
CPT0092290003
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0065690003
Tumor
-0.1
CPT0017850003
Tumor
-0.1
CPT0076330003
Tumor
-0.1
CPT0065450001
Normal
-0.1
CPT0081600003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0088780001
Normal
-0.1
CPT0077110003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0025060001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0065810003
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0001270001
Normal
-0.1
CPT0086820003
Tumor
-0.1
CPT0024670003
Tumor
-0.1
CPT0078670001
Normal
-0.1
CPT0001220008
Tumor
-0.1
CPT0063630003
Tumor
-0.2
CPT0012080003
Tumor
-0.2
CPT0006530001
Normal
-0.2
CPT0001500009
Tumor
-0.2
CPT0010170001
Normal
-0.2
CPT0007870001
Normal
-0.2
CPT0025350003
Tumor
-0.2
CPT0084560003
Tumor
-0.2
CPT0066430001
Normal
-0.2
CPT0078510003
Tumor
-0.2
CPT0000780007
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0019130003
Tumor
-0.2
CPT0014470001
Normal
-0.2
CPT0088900003
Tumor
-0.2
CPT0006440003
Tumor
-0.2
CPT0025290003
Tumor
-0.2
CPT0020130001
Normal
-0.2
CPT0088920001
Normal
-0.2
CPT0089460004
Tumor
-0.2
CPT0000790001
Normal
-0.2
CPT0012290003
Normal
-0.2
CPT0000660001
Normal
-0.3
CPT0012280003
Tumor
-0.3
CPT0092790003
Tumor
-0.3
CPT0077140001
Normal
-0.3
CPT0026410003
Tumor
-0.3
CPT0012900004
Tumor
-0.3
CPT0088630003
Tumor
-0.3
CPT0010160003
Tumor
-0.3
CPT0011240003
Tumor
-0.3
CPT0013790003
Normal
-0.3
CPT0069160003
Tumor
-0.3
CPT0088690003
Tumor
-0.3
CPT0086030003
Tumor
-0.3
CPT0078930003
Tumor
-0.3
CPT0007320003
Tumor
-0.3
CPT0023360001
Normal
-0.3
CPT0081990003
Tumor
-0.3
CPT0015810003
Tumor
-0.3
CPT0025170003
Tumor
-0.3
CPT0088760003
Tumor
-0.3
CPT0006730001
Normal
-0.3
CPT0086360003
Tumor
-0.4
CPT0015730003
Tumor
-0.4
CPT0017410003
Tumor
-0.4
CPT0081880003
Tumor
-0.4
CPT0079380003
Tumor
-0.4
CPT0012370003
Tumor
-0.5
CPT0079410003
Tumor
-0.5
CPT0015910003
Tumor
-0.5
CPT0092730003
Tumor
-0.5
CPT0071150004
Tumor
-0.6
CPT0007860003
Tumor
-0.6
CPT0088550004
Tumor
-0.7
CPT0006630003
Tumor
-0.7
CPT0009060003
Tumor
-0.8
CPT0012550003
Tumor
-0.9
CPT0063320003
Tumor
-0.9
CPT0065870003
Tumor
-1.0
Show allShow less
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
