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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
XPO6 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
46.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
117.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
107.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
104.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
100.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
99.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
87.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
77.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
77.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
74.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
71.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
69.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
61.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
59.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
56.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
55.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
55.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
53.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
52.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
52.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
52.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
51.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
50.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
47.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
46.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
45.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
45.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
44.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
44.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
42.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
42.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
40.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
39.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
39.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
38.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
37.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
37.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
36.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
35.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
34.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
34.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
34.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
32.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
32.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
32.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
32.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
31.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
31.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
30.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
30.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
29.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
29.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
29.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
29.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
29.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
29.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
28.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
25.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
24.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
23.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
21.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
20.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
20.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
18.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 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.
XPO6 is validated prognostic, high expression is unfavorable 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
32.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
89.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
80.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
79.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
79.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
74.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
71.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
69.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
66.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
64.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
62.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
62.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
62.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
61.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
61.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
61.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
60.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
58.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
57.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
57.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
56.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
56.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
55.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
55.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
55.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
54.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
54.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
54.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
54.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
53.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
53.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
53.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
53.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
53.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
52.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
52.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
52.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
52.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
52.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
51.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
51.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
51.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
51.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
50.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
50.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
50.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
50.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
49.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
49.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
49.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
48.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
47.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
47.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
47.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
47.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
47.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
47.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
47.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
46.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
46.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
46.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
46.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
46.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
46.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
46.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
46.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
45.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
45.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
45.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
45.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
45.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
44.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
44.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
44.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
44.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
44.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
44.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
43.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
43.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
43.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
43.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
42.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
42.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
42.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
42.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
42.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
41.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
41.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
41.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
41.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
41.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
41.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
41.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
41.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
40.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
40.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
40.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
40.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
40.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
40.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
40.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
40.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
40.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
40.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
40.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
40.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
40.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
40.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
40.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
40.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
40.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
40.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
39.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
39.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
39.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
39.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
39.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
39.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
39.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
39.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
38.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
38.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
38.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
38.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
38.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
38.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
38.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
38.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
38.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
38.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
38.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
38.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
38.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
38.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
37.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
37.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
37.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
37.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
37.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
37.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
37.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
37.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
37.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
37.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
37.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
37.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
37.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
37.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
37.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
37.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
37.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
36.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
36.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
36.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
36.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
36.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
36.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
36.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
36.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
36.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
36.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
36.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
36.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
36.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
36.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
36.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
35.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
35.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
35.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
35.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
35.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
35.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
35.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
35.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
35.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
35.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
35.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
34.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
34.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
34.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
34.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
34.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
34.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
34.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
34.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
34.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
34.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
34.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
34.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
34.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
34.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
34.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
34.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
34.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
33.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
33.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
33.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
33.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
33.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
33.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
33.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
33.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
33.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
33.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
33.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
33.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
33.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
33.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
33.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
33.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
33.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
33.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
33.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
33.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
33.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
33.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
33.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
32.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
32.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
32.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
32.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
32.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
32.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
32.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
32.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
32.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
32.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
32.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
32.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
32.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
32.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
32.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
32.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
32.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
32.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
32.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
32.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
32.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
32.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
31.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
31.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
31.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
31.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
31.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
31.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
31.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
31.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
31.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
31.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
31.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
31.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
31.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
31.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
31.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
31.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
31.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
31.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
31.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
30.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
30.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
30.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
30.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
30.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
30.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
30.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
30.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
30.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
30.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
30.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
30.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
30.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
30.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
30.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
30.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
30.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
30.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
30.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
30.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
30.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
30.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
30.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
29.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
29.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
29.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
29.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
29.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
29.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
29.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
29.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
29.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
29.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
29.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
29.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
29.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
29.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
29.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
29.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
29.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
29.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
29.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
29.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
29.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
29.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
29.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
28.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
28.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
28.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
28.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
28.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
28.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
28.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
28.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
28.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
28.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
28.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
28.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
28.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
28.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
28.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
28.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
28.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
28.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
28.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
28.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
28.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
27.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
27.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
27.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
27.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
27.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
27.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
27.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
27.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
27.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
27.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
27.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
27.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
27.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
27.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
27.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
27.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
27.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
27.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
27.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
27.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
26.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
26.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
26.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
26.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
26.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
26.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
26.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
26.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
26.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
26.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
26.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
26.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
26.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
26.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
26.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
26.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
26.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
26.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
26.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
26.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
26.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
26.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
26.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
26.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
26.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
26.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
26.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
26.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
25.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
25.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
25.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
25.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
25.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
25.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
25.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
25.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
25.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
25.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
25.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
25.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
25.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
25.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
25.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
25.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
25.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
25.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
25.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
25.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
24.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
24.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
24.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
24.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
24.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
24.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
24.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
24.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
24.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
24.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
24.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
24.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
24.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
24.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
24.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
24.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
24.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
24.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
24.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
24.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
24.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
24.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
24.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
24.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
24.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
24.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
24.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
24.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
24.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
24.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
24.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
24.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
24.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
23.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
23.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
23.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
23.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
23.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
23.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
23.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
23.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
23.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
23.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
23.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
23.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
23.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
23.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
23.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
23.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
22.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
22.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
22.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
22.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
22.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
22.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
22.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
22.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
22.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
22.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
22.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
22.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
22.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
22.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
22.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
22.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
22.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
22.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
22.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
22.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
21.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
21.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
21.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
21.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
21.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
21.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
21.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
21.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
21.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
21.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
21.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
21.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
21.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
21.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
20.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
20.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
20.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
20.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
20.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
20.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
20.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
20.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
20.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
20.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
20.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
20.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
20.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
20.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
20.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
20.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
20.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
19.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
19.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
19.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
19.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
18.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
18.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
18.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
18.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
18.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
18.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
18.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
18.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
17.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
17.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
17.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
17.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
17.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
16.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
16.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
16.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
16.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
16.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
15.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
14.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
13.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
13.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
13.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
11.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
XPO6 is validated prognostic, high expression is unfavorable 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
31.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
83.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
58.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
57.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
49.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
47.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
45.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
44.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
43.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
42.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
42.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
41.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
40.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
39.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
39.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
38.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
38.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
38.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
38.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
38.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
38.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
37.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
37.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
36.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
36.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
36.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
35.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
35.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
35.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
34.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
34.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
33.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
33.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
33.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
32.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
32.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
31.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
31.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
31.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
31.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
30.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
30.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
30.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
30.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
30.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
30.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
30.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
30.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
30.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
30.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
29.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
29.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
29.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
29.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
29.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
29.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
29.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
29.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
29.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
29.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
29.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
28.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
28.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
28.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
28.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
28.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
28.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
27.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
27.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
27.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
27.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
27.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
27.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
26.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
26.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
26.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
26.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
26.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
25.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
25.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
25.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
25.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
25.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
25.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
24.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
24.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
24.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
23.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
23.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
23.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
22.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
22.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
21.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
20.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
20.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
19.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
18.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
17.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
15.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
14.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
XPO6 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
54.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
140.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
134.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
130.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
127.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
115.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
113.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
107.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
105.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
104.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
101.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
98.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
98.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
98.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
98.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
93.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
93.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
93.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
92.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
91.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
91.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
91.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
89.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
88.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
87.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
86.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
85.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
85.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
84.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
83.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
82.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
82.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
82.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
82.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
82.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
80.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
78.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
78.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
78.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
76.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
75.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
75.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
75.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
74.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
74.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
74.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
73.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
72.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
72.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
71.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
71.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
71.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
70.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
70.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
70.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
69.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
69.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
69.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
68.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
68.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
67.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
67.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
67.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
66.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
66.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
66.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
66.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
66.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
66.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
65.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
65.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
64.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
64.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
64.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
64.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
63.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
63.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
63.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
62.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
62.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
62.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
62.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
62.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
61.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
61.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
61.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
60.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
60.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
60.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
60.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
59.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
59.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
59.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
58.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
58.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
57.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
57.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
57.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
57.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
57.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
57.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
57.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
57.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
56.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
56.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
56.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
56.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
56.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
56.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
56.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
55.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
55.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
54.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
54.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
54.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
54.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
54.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
54.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
53.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
53.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
53.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
53.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
52.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
52.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
51.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
51.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
51.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
51.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
51.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
51.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
50.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
50.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
50.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
50.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
49.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
49.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
48.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
48.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
48.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
48.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
48.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
48.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
48.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
48.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
47.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
47.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
47.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
47.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
47.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
47.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
47.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
46.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
46.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
46.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
46.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
46.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
46.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
46.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
46.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
46.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
46.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
45.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
45.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
45.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
45.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
45.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
44.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
44.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
44.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
44.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
44.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
44.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
44.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
44.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
44.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
44.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
43.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
43.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
43.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
43.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
43.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
43.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
43.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
43.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
43.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
42.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
42.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
42.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
42.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
42.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
41.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
41.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
41.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
41.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
41.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
40.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
40.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
40.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
40.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
40.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
40.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
40.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
40.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
39.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
39.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
39.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
39.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
39.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
39.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
39.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
39.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
38.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
38.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
38.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
38.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
38.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
38.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
38.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
38.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
38.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
38.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
38.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
37.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
37.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
37.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
37.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
37.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
36.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
36.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
36.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
36.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
36.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
36.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
36.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
35.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
35.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
35.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
35.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
35.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
35.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
35.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
35.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
34.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
34.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
34.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
34.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
34.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
34.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
34.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
34.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
34.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
33.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
33.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
33.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
33.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
32.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
32.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
32.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
32.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
32.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
32.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
32.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
32.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
31.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
31.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
30.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
30.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
30.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
29.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
29.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
29.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
29.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
28.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
28.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
27.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
26.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
25.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
25.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
24.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
21.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
19.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
14.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
12.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0007860003
Tumor
1.1
CPT0064370003
Tumor
0.8
CPT0084560003
Tumor
0.8
CPT0012280003
Tumor
0.7
CPT0092730003
Tumor
0.6
CPT0012900004
Tumor
0.6
CPT0001340003
Tumor
0.6
CPT0021240003
Tumor
0.5
CPT0065870003
Tumor
0.5
CPT0077310003
Tumor
0.4
CPT0020120003
Tumor
0.4
CPT0081880003
Tumor
0.4
CPT0012180003
Tumor
0.4
CPT0076330003
Tumor
0.4
CPT0007320003
Tumor
0.4
CPT0078530001
Normal
0.4
CPT0086820003
Tumor
0.4
CPT0084590001
Normal
0.3
CPT0010110003
Tumor
0.3
CPT0066480003
Tumor
0.3
CPT0025110003
Tumor
0.3
CPT0075720003
Tumor
0.3
CPT0012920003
Normal
0.3
CPT0078800003
Tumor
0.3
CPT0089040001
Normal
0.2
CPT0077140001
Normal
0.2
CPT0026420001
Normal
0.2
CPT0001510001
Normal
0.2
CPT0088970003
Tumor
0.2
CPT0065750003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0006950001
Normal
0.2
CPT0023350003
Tumor
0.2
CPT0009080003
Normal
0.2
CPT0087050003
Normal
0.1
CPT0015810003
Tumor
0.1
CPT0025290003
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0015730003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0092800003
Normal
0.1
CPT0065820001
Normal
0.1
CPT0092740003
Normal
0.1
CPT0076350001
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0012770003
Normal
0.1
CPT0017450001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0063630003
Tumor
0.1
CPT0078660003
Tumor
0.1
CPT0007470001
Normal
0.1
CPT0077320001
Normal
0.1
CPT0025230003
Tumor
0.1
CPT0017850003
Tumor
0.1
CPT0081620001
Normal
0.1
CPT0020020001
Normal
0.1
CPT0025880003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0088760003
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0012550003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0009020003
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0006440003
Tumor
0.0
CPT0011410003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0002270011
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0007870001
Normal
0.0
CPT0086030003
Tumor
0.0
CPT0075130003
Tumor
0.0
CPT0012670003
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0079410003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0079430001
Normal
-0.1
CPT0088690003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0001270001
Normal
-0.1
CPT0092190003
Normal
-0.1
CPT0017410003
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0087040003
Tumor
-0.1
CPT0065690003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0081600003
Tumor
-0.2
CPT0086950003
Tumor
-0.2
CPT0001350001
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0009000003
Tumor
-0.2
CPT0023360001
Normal
-0.2
CPT0078670001
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0065930003
Tumor
-0.2
CPT0012080003
Tumor
-0.2
CPT0075170001
Normal
-0.2
CPT0086360003
Tumor
-0.2
CPT0085670003
Tumor
-0.2
CPT0092160003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0010120001
Normal
-0.2
CPT0079380003
Tumor
-0.3
CPT0066430001
Normal
-0.3
CPT0078510003
Tumor
-0.3
CPT0069010001
Normal
-0.3
CPT0069160003
Tumor
-0.3
CPT0086970003
Normal
-0.3
CPT0002370001
Normal
-0.3
CPT0020130001
Normal
-0.3
CPT0001500009
Tumor
-0.3
CPT0006730001
Normal
-0.3
CPT0012370003
Tumor
-0.3
CPT0012640003
Normal
-0.3
CPT0000890001
Normal
-0.3
CPT0014350001
Normal
-0.3
CPT0010170001
Normal
-0.3
CPT0078990003
Tumor
-0.3
CPT0077110003
Tumor
-0.4
CPT0010160003
Tumor
-0.4
CPT0019990003
Tumor
-0.4
CPT0063640001
Normal
-0.4
CPT0009060003
Tumor
-0.4
CPT0079000001
Normal
-0.4
CPT0064400001
Normal
-0.4
CPT0066470004
Tumor
-0.4
CPT0000870016
Tumor
-0.4
CPT0006630003
Tumor
-0.4
CPT0019130003
Tumor
-0.5
CPT0088480003
Tumor
-0.5
CPT0019160001
Normal
-0.5
CPT0011240003
Tumor
-0.5
CPT0088780001
Normal
-0.5
CPT0014370004
Tumor
-0.5
CPT0079510001
Normal
-0.6
CPT0092790003
Tumor
-0.7
CPT0065430003
Tumor
-0.8
CPT0000780007
Tumor
-0.8
CPT0001550001
Normal
-0.9
CPT0065450001
Normal
-1.0
CPT0001540009
Tumor
-1.2
CPT0066520001
Normal
-1.2
CPT0000790001
Normal
-1.3
CPT0079180003
Tumor
-1.6
CPT0088570001
Normal
N/A
CPT0001180009
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0078830003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0063330001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0025050003
Tumor
N/A
CPT0078840001
Normal
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0014470001
Normal
N/A
CPT0082010001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0015910003
Tumor
N/A
CPT0089480003
Normal
N/A
CPT0088920001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0089460004
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0000640003
Tumor
N/A
CPT0079300001
Normal
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0000660001
Normal
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
