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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.
DCAF6 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
20.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
53.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
51.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
47.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
41.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
41.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
40.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
38.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
36.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
36.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
35.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
33.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
32.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
32.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
28.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
28.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
28.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
28.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
27.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
27.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
26.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
25.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
25.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
23.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
23.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
22.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
22.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
22.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
22.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
21.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
21.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
21.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
19.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
19.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
19.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
19.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
17.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
17.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
17.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
17.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
17.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
16.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
15.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
14.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
12.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
12.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
12.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
11.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
11.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
10.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
10.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
10.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
9.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
8.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
7.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
7.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
6.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
6.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
5.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
5.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
5.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
4.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
3.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
1.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 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.
DCAF6 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
24.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
73.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
68.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
59.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
57.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
53.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
53.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
50.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
50.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
49.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
48.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
47.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
47.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
47.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
47.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
47.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
46.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
46.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
45.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
45.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
45.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
45.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
44.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
44.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
44.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
43.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
43.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
43.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
43.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
43.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
43.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
42.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
42.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
42.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
42.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
41.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
41.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
41.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
41.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
40.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
40.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
40.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
40.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
40.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
40.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
39.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
39.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
39.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
39.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
39.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
39.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
39.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
39.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
39.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
39.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
39.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
38.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
38.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
38.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
38.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
38.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
38.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
38.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
38.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
38.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
38.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
38.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
37.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
37.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
37.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
37.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
37.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
37.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
37.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
37.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
36.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
36.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
36.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
36.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
36.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
36.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
36.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
36.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
36.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
36.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
35.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
35.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
35.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
35.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
35.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
35.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
35.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
35.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
35.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
35.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
35.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
35.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
35.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
35.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
35.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
35.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
35.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
35.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
35.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
35.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
35.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
35.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
34.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
34.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
34.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
34.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
34.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
34.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
34.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
34.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
34.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
34.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
33.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
33.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
33.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
33.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
33.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
33.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
33.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
33.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
33.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
33.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
33.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
33.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
33.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
32.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
32.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
32.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
32.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
32.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
32.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
32.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
32.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
32.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
32.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
32.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
32.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
31.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
31.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
31.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
31.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
31.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
31.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
31.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
31.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
31.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
31.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
31.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
31.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
31.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
31.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
31.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
31.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
31.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
30.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
30.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
30.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
30.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
30.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
30.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
30.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
30.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
30.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
30.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
30.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
30.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
29.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
29.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
29.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
29.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
29.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
29.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
29.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
29.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
29.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
29.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
29.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
29.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
29.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
29.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
29.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
29.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
28.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
28.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
28.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
28.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
28.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
28.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
28.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
28.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
28.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
28.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
28.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
28.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
28.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
28.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
28.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
28.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
28.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
28.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
28.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
28.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
28.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
27.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
27.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
27.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
27.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
27.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
27.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
27.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
27.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
27.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
27.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
27.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
27.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
27.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
26.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
26.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
26.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
26.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
26.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
26.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
26.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
26.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
26.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
26.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
26.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
25.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
25.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
25.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
25.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
25.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
25.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
25.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
25.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
25.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
25.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
25.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
25.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
25.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
25.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
25.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
25.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
25.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
25.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
25.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
24.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
24.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
24.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
24.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
24.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
24.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
24.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
24.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
24.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
24.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
24.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
24.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
24.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
24.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
24.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
24.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
24.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
24.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
24.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
24.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
24.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
24.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
23.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
23.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
23.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
23.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
23.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
23.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
23.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
23.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
23.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
23.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
23.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
23.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
23.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
23.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
23.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
23.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
23.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
23.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
23.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
23.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
22.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
22.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
22.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
22.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
22.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
22.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
22.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
22.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
22.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
22.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
22.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
22.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
22.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
22.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
22.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
22.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
22.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
22.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
22.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
22.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
22.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
22.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
21.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
21.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
21.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
21.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
21.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
21.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
21.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
21.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
21.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
21.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
21.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
21.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
21.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
21.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
21.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
20.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
20.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
20.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
20.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
20.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
20.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
20.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
20.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
20.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
20.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
20.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
19.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
19.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
19.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
19.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
19.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
19.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
19.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
19.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
19.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
19.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
19.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
19.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
19.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
19.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
19.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
18.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
18.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
18.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
18.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
18.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
18.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
18.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
18.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
18.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
18.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
18.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
18.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
18.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
18.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
18.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
17.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
17.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
17.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
17.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
17.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
17.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
17.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
17.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
17.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
17.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
17.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
17.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
16.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
16.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
16.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
16.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
16.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
16.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
16.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
16.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
16.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
16.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
16.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
16.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
16.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
16.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
16.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
15.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
15.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
15.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
15.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
15.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
15.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
15.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
15.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
15.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
15.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
15.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
14.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
14.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
14.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
14.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
14.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
14.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
14.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
14.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
14.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
13.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
13.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
13.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
13.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
13.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
13.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
13.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
13.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
13.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
12.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
12.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
12.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
12.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
12.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
12.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
12.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
11.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
11.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
11.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
11.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
11.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
11.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
11.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
11.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
11.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
11.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
11.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
11.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
11.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
10.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
10.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
10.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
10.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
10.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
10.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
10.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
9.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
9.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
9.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
9.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
9.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
9.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
9.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
9.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
9.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
9.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
9.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
9.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
8.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
8.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
8.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
8.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
8.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
8.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
8.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
8.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
8.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
7.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
7.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
7.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
7.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
7.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
7.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
7.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
7.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
7.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
7.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
6.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
6.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
6.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
6.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
6.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
6.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
6.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
6.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
5.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
5.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
5.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
5.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
5.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
5.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
5.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
5.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
5.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
5.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
5.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
5.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
4.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
4.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
4.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
4.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
3.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
3.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
3.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
2.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
2.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 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.
DCAF6 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
32.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
100.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
75.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
62.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
60.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
60.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
56.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
52.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
50.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
49.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
48.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
48.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
47.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
46.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
45.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
44.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
44.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
42.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
42.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
41.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
40.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
40.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
40.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
40.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
39.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
39.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
38.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
38.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
37.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
36.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
36.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
36.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
35.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
35.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
35.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
34.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
34.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
34.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
34.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
33.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
33.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
32.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
32.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
32.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
32.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
32.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
32.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
31.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
31.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
31.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
31.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
30.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
30.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
29.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
29.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
29.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
29.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
29.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
29.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
28.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
28.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
27.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
27.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
27.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
27.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
27.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
27.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
26.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
26.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
25.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
25.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
25.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
25.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
25.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
24.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
24.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
23.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
23.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
23.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
23.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
23.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
22.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
22.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
21.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
21.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
21.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
21.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
21.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
20.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
20.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
20.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
19.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
17.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
17.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
16.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
14.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
14.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
13.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
12.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
8.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
DCAF6 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
69.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
64.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
61.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
56.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
56.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
53.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
51.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
50.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
50.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
46.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
45.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
42.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
42.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
42.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
42.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
41.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
41.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
40.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
39.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
39.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
39.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
38.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
38.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
37.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
37.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
37.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
36.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
35.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
35.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
35.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
35.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
35.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
35.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
34.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
34.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
34.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
33.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
33.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
33.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
33.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
33.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
33.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
33.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
32.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
32.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
32.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
31.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
31.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
31.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
31.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
31.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
31.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
31.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
31.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
30.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
30.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
30.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
30.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
30.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
29.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
29.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
29.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
29.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
29.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
29.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
28.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
28.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
28.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
28.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
28.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
28.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
28.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
27.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
27.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
27.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
27.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
27.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
27.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
27.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
27.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
27.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
27.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
26.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
26.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
26.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
26.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
26.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
26.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
26.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
26.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
26.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
25.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
25.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
25.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
25.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
25.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
24.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
24.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
24.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
24.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
24.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
24.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
23.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
23.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
23.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
23.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
23.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
23.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
22.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
22.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
22.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
22.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
22.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
22.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
22.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
22.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
21.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
21.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
21.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
20.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
20.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
20.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
20.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
20.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
20.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
20.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
19.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
19.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
19.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
19.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
19.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
19.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
19.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
19.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
19.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
19.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
18.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
18.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
18.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
18.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
18.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
18.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
18.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
18.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
18.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
18.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
18.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
17.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
17.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
17.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
17.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
17.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
17.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
17.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
17.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
16.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
16.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
16.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
16.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
16.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
16.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
16.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
15.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
15.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
15.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
15.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
15.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
15.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
14.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
14.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
14.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
14.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
14.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
14.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
14.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
14.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
14.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
14.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
14.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
14.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
13.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
13.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
13.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
13.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
13.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
13.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
13.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
12.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
12.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
12.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
12.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
12.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
12.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
12.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
11.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
11.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
11.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
11.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
11.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
11.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
11.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
11.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
11.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
11.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
11.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
11.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
11.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
10.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
10.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
10.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
10.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
10.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
10.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
9.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
9.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
9.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
9.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
9.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
8.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
8.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
8.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
8.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
8.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
7.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
7.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
7.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
7.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
7.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
7.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
7.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
7.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
7.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
7.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
7.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
7.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
7.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
6.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
6.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
6.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
6.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
6.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
6.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
6.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
6.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
6.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
6.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
6.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
5.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
5.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
5.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
5.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
5.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
5.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
5.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
4.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
4.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
4.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
4.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
4.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
4.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
4.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
4.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
4.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
3.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
3.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
3.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
3.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
2.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
2.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
2.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
1.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0086820003
Tumor
1.0
CPT0012280003
Tumor
0.9
CPT0075130003
Tumor
0.8
CPT0066470004
Tumor
0.7
CPT0001340003
Tumor
0.7
CPT0088970003
Tumor
0.7
CPT0078510003
Tumor
0.7
CPT0071150004
Tumor
0.6
CPT0079180003
Tumor
0.6
CPT0086950003
Tumor
0.6
CPT0000780007
Tumor
0.6
CPT0007860003
Tumor
0.6
CPT0020120003
Tumor
0.6
CPT0015730003
Tumor
0.5
CPT0011240003
Tumor
0.5
CPT0017410003
Tumor
0.5
CPT0015810003
Tumor
0.5
CPT0092290003
Tumor
0.5
CPT0026410003
Tumor
0.5
CPT0001180009
Tumor
0.5
CPT0066480003
Tumor
0.5
CPT0084560003
Tumor
0.5
CPT0092790003
Tumor
0.5
CPT0001540009
Tumor
0.5
CPT0065750003
Tumor
0.4
CPT0019990003
Tumor
0.4
CPT0065430003
Tumor
0.4
CPT0025880003
Tumor
0.4
CPT0078830003
Tumor
0.4
CPT0081600003
Tumor
0.4
CPT0088480003
Tumor
0.4
CPT0063320003
Tumor
0.4
CPT0085670003
Tumor
0.3
CPT0012550003
Tumor
0.3
CPT0086360003
Tumor
0.3
CPT0014160003
Tumor
0.3
CPT0081880003
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0089020003
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0025580004
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0012670003
Tumor
0.3
CPT0001220008
Tumor
0.3
CPT0066430001
Normal
0.3
CPT0064370003
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0023350003
Tumor
0.3
CPT0075720003
Tumor
0.3
CPT0077490003
Tumor
0.3
CPT0079410003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0010120001
Normal
0.3
CPT0069000003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0001500009
Tumor
0.2
CPT0000640003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0078660003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0078800003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0079510001
Normal
0.2
CPT0001550001
Normal
0.2
CPT0065690003
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0000790001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0077320001
Normal
0.1
CPT0065810003
Tumor
0.1
CPT0015910003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0001260009
Tumor
0.1
CPT0077310003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0012180003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0014450004
Tumor
0.1
CPT0012900004
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0092190003
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0079300001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0078990003
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0069160003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0089480003
Normal
0.0
CPT0001230001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0020130001
Normal
0.0
CPT0084590001
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0088550004
Tumor
-0.1
CPT0025920001
Normal
-0.1
CPT0089460004
Tumor
-0.1
CPT0086370003
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0012640003
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0078930003
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0086870003
Tumor
-0.1
CPT0014130001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0023690003
Tumor
-0.1
CPT0086970003
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0087040003
Tumor
-0.1
CPT0082010001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0088500001
Normal
-0.2
CPT0076330003
Tumor
-0.2
CPT0078840001
Normal
-0.2
CPT0013790003
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0026420001
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0075560003
Tumor
-0.2
CPT0078670001
Normal
-0.2
CPT0014350001
Normal
-0.2
CPT0088780001
Normal
-0.2
CPT0006530001
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0009020003
Normal
-0.2
CPT0002370001
Normal
-0.2
CPT0001510001
Normal
-0.2
CPT0076350001
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0025610001
Normal
-0.2
CPT0014470001
Normal
-0.2
CPT0069010001
Normal
-0.2
CPT0078530001
Normal
-0.3
CPT0025060001
Normal
-0.3
CPT0077140001
Normal
-0.3
CPT0024680001
Normal
-0.3
CPT0077500001
Normal
-0.3
CPT0087050003
Normal
-0.6
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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.
The Human Protein Atlas project is funded
