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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.
FDX2 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
38.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
84.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
81.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
74.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
68.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
68.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
63.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
62.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
62.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
56.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
55.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
53.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
50.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
49.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
45.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
45.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
44.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
43.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
42.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
42.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
41.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
40.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
39.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
38.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
37.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
37.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
36.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
36.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
36.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
36.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
35.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
35.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
34.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
34.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
33.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
33.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
33.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
33.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
33.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
32.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
31.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
31.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
31.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
31.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
30.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
29.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
29.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
28.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
28.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
27.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
27.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
26.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
26.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
26.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
26.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
25.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
25.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
24.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
23.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
23.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
22.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
22.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
22.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
21.9
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.
FDX2 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
68.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
56.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
56.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
52.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
49.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
45.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
43.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
42.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
38.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
36.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
36.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
36.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
36.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
35.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
34.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
34.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
33.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
33.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
33.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
32.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
32.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
31.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
31.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
31.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
31.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
31.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
31.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
30.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
30.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
29.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
29.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
29.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
28.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
28.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
28.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
28.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
27.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
26.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
26.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
26.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
26.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
26.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
26.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
26.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
26.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
25.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
25.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
25.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
25.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
25.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
25.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
25.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
25.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
25.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
25.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
25.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
24.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
24.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
24.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
24.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
24.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
24.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
24.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
24.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
24.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
24.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
24.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
24.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
24.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
23.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
23.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
23.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
23.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
23.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
23.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
23.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
23.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
23.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
23.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
23.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
23.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
23.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
23.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
23.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
22.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
22.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
22.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
22.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
22.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
22.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
22.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
22.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
22.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
22.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
22.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
22.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
21.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
21.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
21.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
21.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
21.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
21.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
21.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
21.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
21.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
21.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
21.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
21.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
21.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
21.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
21.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
21.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
21.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
21.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
21.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
21.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
21.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
20.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
20.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
20.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
20.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
20.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
20.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
20.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
20.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
20.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
20.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
20.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
20.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
20.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
20.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
19.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
19.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
19.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
19.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
19.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
19.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
19.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
19.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
19.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
19.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
19.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
19.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
19.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
19.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
19.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
19.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
19.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
19.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
19.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
19.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
19.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
19.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
19.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
19.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
19.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
19.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
18.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
18.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
18.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
18.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
18.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
18.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
18.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
18.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
18.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
18.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
18.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
18.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
18.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
18.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
18.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
18.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
18.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
18.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
18.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
18.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
18.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
18.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
18.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
18.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
18.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
18.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
18.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
18.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
18.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
18.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
18.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
18.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
18.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
18.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
18.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
18.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
18.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
18.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
17.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
17.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
17.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
17.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
17.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
17.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
17.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
17.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
17.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
17.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
17.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
17.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
17.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
17.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
17.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
17.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
17.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
17.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
17.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
17.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
17.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
17.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
17.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
17.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
17.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
17.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
17.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
17.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
17.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
17.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
17.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
17.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
17.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
17.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
17.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
17.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
17.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
17.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
16.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
16.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
16.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
16.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
16.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
16.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
16.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
16.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
16.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
16.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
16.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
16.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
16.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
16.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
16.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
16.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
16.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
16.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
16.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
16.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
16.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
16.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
16.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
16.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
16.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
16.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
16.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
16.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
16.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
16.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
16.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
16.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
16.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
16.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
16.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
16.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
16.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
15.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
15.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
15.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
15.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
15.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
15.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
15.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
15.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
15.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
15.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
15.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
15.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
15.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
15.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
15.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
15.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
15.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
15.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
15.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
15.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
15.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
15.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
15.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
15.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
15.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
15.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
15.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
15.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
15.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
15.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
15.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
15.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
15.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
15.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
15.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
15.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
15.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
15.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
15.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
14.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
14.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
14.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
14.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
14.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
14.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
14.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
14.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
14.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
14.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
14.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
14.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
14.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
14.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
14.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
14.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
14.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
14.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
14.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
14.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
14.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
14.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
14.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
14.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
14.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
14.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
14.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
14.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
14.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
14.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
14.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
14.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
14.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
14.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
14.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
14.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
14.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
14.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
14.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
14.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
14.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
14.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
14.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
14.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
14.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
14.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
14.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
14.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
13.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
13.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
13.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
13.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
13.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
13.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
13.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
13.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
13.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
13.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
13.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
13.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
13.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
13.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
13.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
13.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
13.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
13.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
13.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
13.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
13.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
13.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
13.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
13.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
13.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
13.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
13.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
13.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
13.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
13.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
13.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
13.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
13.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
13.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
13.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
13.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
13.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
13.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
13.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
13.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
13.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
13.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
13.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
12.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
12.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
12.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
12.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
12.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
12.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
12.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
12.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
12.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
12.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
12.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
12.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
12.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
12.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
12.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
12.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
12.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
12.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
12.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
12.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
12.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
12.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
12.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
12.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
12.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
12.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
12.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
12.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
12.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
12.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
12.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
12.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
12.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
12.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
12.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
12.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
12.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
12.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
11.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
11.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
11.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
11.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
11.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
11.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
11.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
11.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
11.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
11.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
11.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
11.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
11.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
11.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
11.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
11.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
11.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
11.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
11.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
11.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
11.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
11.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
11.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
11.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
11.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
11.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
11.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
11.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
11.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
10.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
10.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
10.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
10.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
10.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
10.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
10.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
10.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
10.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
10.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
10.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
10.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
10.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
10.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
10.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
10.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
9.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
9.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
9.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
9.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
9.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
9.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
9.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
9.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
9.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
9.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
9.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
9.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
9.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
9.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
9.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
9.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
9.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
9.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
8.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
8.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
8.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
8.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
8.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
8.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
8.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
7.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
7.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
7.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
5.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
5.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
4.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
2.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
FDX2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
37.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
35.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
31.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
29.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
27.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
25.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
24.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
22.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
22.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
22.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
22.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
21.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
21.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
21.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
21.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
20.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
20.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
20.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
19.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
19.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
18.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
18.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
18.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
18.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
18.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
18.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
18.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
18.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
18.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
17.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
17.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
17.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
17.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
17.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
16.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
16.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
16.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
16.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
15.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
15.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
15.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
15.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
15.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
15.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
15.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
15.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
15.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
14.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
14.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
14.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
14.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
13.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
13.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
13.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
13.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
13.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
13.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
13.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
13.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
13.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
13.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
13.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
13.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
12.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
12.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
12.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
12.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
12.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
12.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
11.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
11.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
11.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
11.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
11.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
11.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
11.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
11.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
11.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
11.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
10.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
10.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
10.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
10.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
10.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
9.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
9.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
9.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
9.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
8.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
8.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
7.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
6.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
6.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
5.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
5.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 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.
FDX2 is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
40.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
119.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
114.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
110.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
91.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
90.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
87.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
87.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
83.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
83.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
82.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
80.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
80.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
80.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
73.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
72.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
71.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
70.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
70.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
69.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
67.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
67.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
67.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
66.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
66.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
65.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
64.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
64.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
64.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
63.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
63.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
62.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
61.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
60.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
59.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
58.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
58.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
57.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
57.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
57.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
56.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
56.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
56.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
56.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
54.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
53.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
53.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
52.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
52.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
52.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
52.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
51.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
51.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
51.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
50.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
50.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
49.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
49.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
48.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
48.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
48.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
48.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
48.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
48.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
47.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
47.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
47.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
46.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
46.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
46.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
46.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
46.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
46.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
45.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
45.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
45.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
45.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
45.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
45.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
45.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
44.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
44.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
44.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
44.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
43.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
43.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
43.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
43.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
43.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
43.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
42.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
42.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
42.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
42.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
42.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
42.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
41.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
41.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
41.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
41.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
41.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
41.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
41.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
41.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
41.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
40.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
40.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
40.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
40.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
40.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
40.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
40.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
40.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
40.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
40.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
40.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
40.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
40.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
39.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
39.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
39.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
39.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
39.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
39.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
39.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
39.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
38.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
38.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
38.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
38.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
38.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
38.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
38.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
38.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
38.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
38.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
38.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
38.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
38.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
38.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
38.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
37.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
37.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
37.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
37.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
37.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
36.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
36.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
36.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
36.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
36.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
36.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
36.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
36.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
36.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
36.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
35.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
35.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
35.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
35.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
35.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
35.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
35.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
35.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
35.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
35.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
34.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
34.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
34.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
34.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
34.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
34.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
34.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
34.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
34.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
34.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
34.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
34.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
34.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
33.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
33.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
33.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
33.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
33.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
33.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
33.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
33.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
32.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
32.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
32.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
32.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
32.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
32.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
32.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
32.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
32.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
32.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
31.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
31.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
31.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
31.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
31.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
31.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
31.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
31.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
31.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
31.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
31.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
31.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
30.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
30.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
30.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
29.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
29.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
29.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
29.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
29.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
29.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
29.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
28.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
28.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
28.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
28.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
28.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
28.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
28.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
28.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
27.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
27.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
27.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
27.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
27.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
27.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
27.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
27.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
26.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
26.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
26.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
26.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
26.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
26.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
26.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
26.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
26.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
25.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
25.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
25.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
24.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
24.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
24.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
24.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
24.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
24.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
24.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
24.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
23.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
23.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
23.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
23.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
22.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
21.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
20.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
20.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
20.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
19.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
17.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
17.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
16.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
16.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
16.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
14.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
14.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
14.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
14.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
12.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
12.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
11.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
9.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
6.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
6.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
3.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
1.3
CPT0002270011
Tumor
1.2
CPT0077140001
Normal
0.8
CPT0079180003
Tumor
0.8
CPT0000790001
Normal
0.7
CPT0025110003
Tumor
0.7
CPT0076350001
Normal
0.7
CPT0088970003
Tumor
0.7
CPT0092800003
Normal
0.7
CPT0001350001
Normal
0.6
CPT0065450001
Normal
0.6
CPT0078670001
Normal
0.6
CPT0006950001
Normal
0.6
CPT0078530001
Normal
0.6
CPT0014470001
Normal
0.6
CPT0077500001
Normal
0.6
CPT0081620001
Normal
0.6
CPT0082010001
Normal
0.6
CPT0007470001
Normal
0.6
CPT0012770003
Normal
0.6
CPT0012570003
Normal
0.5
CPT0088780001
Normal
0.5
CPT0025610001
Normal
0.5
CPT0078840001
Normal
0.5
CPT0020130001
Normal
0.5
CPT0079000001
Normal
0.5
CPT0025060001
Normal
0.5
CPT0023710001
Normal
0.5
CPT0088920001
Normal
0.5
CPT0089480003
Normal
0.5
CPT0012090003
Normal
0.5
CPT0079430001
Normal
0.5
CPT0069010001
Normal
0.5
CPT0092740003
Normal
0.5
CPT0010170001
Normal
0.5
CPT0088640003
Normal
0.5
CPT0088500001
Normal
0.5
CPT0078940001
Normal
0.5
CPT0066430001
Normal
0.5
CPT0020020001
Normal
0.5
CPT0087050003
Normal
0.4
CPT0007870001
Normal
0.4
CPT0018250001
Normal
0.4
CPT0092310003
Normal
0.4
CPT0026420001
Normal
0.4
CPT0088710001
Normal
0.4
CPT0013790003
Normal
0.4
CPT0086370003
Normal
0.4
CPT0019160001
Normal
0.4
CPT0025920001
Normal
0.4
CPT0023360001
Normal
0.4
CPT0000890001
Normal
0.4
CPT0002370001
Normal
0.3
CPT0069190001
Normal
0.3
CPT0006730001
Normal
0.3
CPT0014350001
Normal
0.3
CPT0088570001
Normal
0.3
CPT0086970003
Normal
0.3
CPT0014130001
Normal
0.3
CPT0064400001
Normal
0.3
CPT0012290003
Normal
0.3
CPT0001550001
Normal
0.3
CPT0086830003
Normal
0.3
CPT0063640001
Normal
0.3
CPT0089040001
Normal
0.3
CPT0001190001
Normal
0.3
CPT0001510001
Normal
0.2
CPT0086890003
Normal
0.2
CPT0010120001
Normal
0.2
CPT0075570001
Normal
0.2
CPT0023350003
Tumor
0.2
CPT0012640003
Normal
0.2
CPT0088690003
Tumor
0.2
CPT0001230001
Normal
0.2
CPT0079510001
Normal
0.2
CPT0066520001
Normal
0.2
CPT0024680001
Normal
0.2
CPT0001500009
Tumor
0.2
CPT0063330001
Normal
0.2
CPT0079300001
Normal
0.2
CPT0009080003
Normal
0.2
CPT0065820001
Normal
0.1
CPT0088550004
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0021240003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0012900004
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0012550003
Tumor
0.1
CPT0006530001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0019990003
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0012180003
Tumor
0.0
CPT0086870003
Tumor
0.0
CPT0011240003
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0076330003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0014450004
Tumor
-0.1
CPT0086950003
Tumor
-0.1
CPT0092190003
Normal
-0.1
CPT0024670003
Tumor
-0.1
CPT0069000003
Tumor
-0.1
CPT0077110003
Tumor
-0.1
CPT0078800003
Tumor
-0.1
CPT0079410003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0077320001
Normal
-0.2
CPT0026410003
Tumor
-0.2
CPT0078830003
Tumor
-0.2
CPT0081880003
Tumor
-0.2
CPT0001260009
Tumor
-0.2
CPT0084590001
Normal
-0.2
CPT0079270003
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0010160003
Tumor
-0.3
CPT0011410003
Tumor
-0.3
CPT0007320003
Tumor
-0.3
CPT0088900003
Tumor
-0.3
CPT0000780007
Tumor
-0.3
CPT0092290003
Tumor
-0.3
CPT0010110003
Tumor
-0.3
CPT0063320003
Tumor
-0.3
CPT0015910003
Tumor
-0.3
CPT0025050003
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0066480003
Tumor
-0.3
CPT0001180009
Tumor
-0.3
CPT0069160003
Tumor
-0.3
CPT0087040003
Tumor
-0.3
CPT0017850003
Tumor
-0.3
CPT0001540009
Tumor
-0.3
CPT0084560003
Tumor
-0.3
CPT0012280003
Tumor
-0.3
CPT0025350003
Tumor
-0.3
CPT0075720003
Tumor
-0.3
CPT0065750003
Tumor
-0.3
CPT0066470004
Tumor
-0.3
CPT0092160003
Tumor
-0.4
CPT0089020003
Tumor
-0.4
CPT0079480003
Tumor
-0.4
CPT0020120003
Tumor
-0.4
CPT0015730003
Tumor
-0.4
CPT0065930003
Tumor
-0.4
CPT0077490003
Tumor
-0.4
CPT0089460004
Tumor
-0.4
CPT0012370003
Tumor
-0.4
CPT0081600003
Tumor
-0.4
CPT0025880003
Tumor
-0.4
CPT0077310003
Tumor
-0.4
CPT0009000003
Tumor
-0.4
CPT0075560003
Tumor
-0.4
CPT0088630003
Tumor
-0.4
CPT0025230003
Tumor
-0.4
CPT0086820003
Tumor
-0.4
CPT0081990003
Tumor
-0.4
CPT0085670003
Tumor
-0.4
CPT0019130003
Tumor
-0.4
CPT0086030003
Tumor
-0.5
CPT0025170003
Tumor
-0.5
CPT0079380003
Tumor
-0.5
CPT0000870016
Tumor
-0.5
CPT0000640003
Tumor
-0.5
CPT0012080003
Tumor
-0.5
CPT0065870003
Tumor
-0.5
CPT0014370004
Tumor
-0.6
CPT0065690003
Tumor
-0.6
CPT0023690003
Tumor
-0.6
CPT0092730003
Tumor
-0.6
CPT0017410003
Tumor
-0.6
CPT0088480003
Tumor
-0.6
CPT0015810003
Tumor
-0.6
CPT0088760003
Tumor
-0.6
CPT0006900003
Tumor
-0.6
CPT0065430003
Tumor
-0.6
CPT0075130003
Tumor
-0.6
CPT0071150004
Tumor
-0.6
CPT0025290003
Tumor
-0.7
CPT0078990003
Tumor
-0.7
CPT0078930003
Tumor
-0.7
CPT0014160003
Tumor
-0.7
CPT0065810003
Tumor
-0.8
CPT0086360003
Tumor
-0.8
CPT0007860003
Tumor
-0.8
CPT0002350011
Tumor
-0.8
CPT0079230003
Tumor
-0.9
CPT0001340003
Tumor
-0.9
CPT0006630003
Tumor
-0.9
CPT0092790003
Tumor
-0.9
CPT0001220008
Tumor
-1.0
CPT0025580004
Tumor
-1.1
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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
