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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.
ACTL6A is not prognostic in Colon Adenocarcinoma (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
51.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
102.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
97.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
96.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
91.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
90.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
88.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
85.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
83.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
82.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
81.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
80.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
78.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
77.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
77.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
76.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
76.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
75.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
75.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
74.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
72.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
72.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
71.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
71.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
70.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
70.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
69.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
69.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
68.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
68.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
68.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
68.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
68.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
67.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
67.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
67.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
67.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
67.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
66.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
66.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
66.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
66.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
65.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
65.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
65.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
65.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
64.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
64.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
64.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
64.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
64.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
64.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
63.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
63.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
62.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
62.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
62.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
62.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
62.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
62.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
62.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
61.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
61.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
61.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
61.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
61.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
61.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
61.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
61.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
61.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
61.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
61.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
60.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
60.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
60.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
59.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
59.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
59.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
58.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
58.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
58.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
58.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
57.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
57.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
57.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
57.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
57.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
57.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
57.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
57.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
56.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
56.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
56.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
56.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
55.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
55.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
55.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
55.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
55.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
54.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
54.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
54.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
54.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
54.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
54.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
54.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
54.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
53.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
53.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
53.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
53.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
53.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
52.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
52.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
52.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
52.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
52.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
52.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
52.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
51.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
51.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
51.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
50.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
50.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
50.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
50.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
50.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
49.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
49.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
49.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
49.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
49.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
49.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
49.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
49.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
49.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
49.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
49.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
49.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
48.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
48.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
47.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
47.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
47.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
47.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
47.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
47.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
46.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
46.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
46.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
46.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
46.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
46.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
45.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
45.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
45.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
45.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
45.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
45.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
45.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
45.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
44.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
44.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
44.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
44.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
44.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
44.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
44.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
43.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
43.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
43.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
43.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
43.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
43.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
42.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
42.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
42.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
42.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
42.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
42.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
41.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
41.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
41.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
41.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
41.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
40.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
40.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
40.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
40.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
40.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
40.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
39.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
39.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
39.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
39.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
39.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
39.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
39.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
39.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
38.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
38.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
38.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
38.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
38.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
38.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
37.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
37.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
37.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
37.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
37.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
37.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
37.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
37.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
37.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
36.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
36.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
36.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
36.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
36.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
36.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
36.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
36.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
36.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
35.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
35.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
35.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
35.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
34.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
34.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
34.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
34.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
34.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
33.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
33.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
33.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
33.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
33.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
33.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
32.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
32.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
31.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
31.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
30.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
29.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
29.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
28.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
28.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
28.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
26.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
26.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
26.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
25.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
24.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
ACTL6A is not prognostic in Colon Adenocarcinoma (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
29.2
Number of samples
486
Samples
Sample
Description
TPM
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
80.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
69.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
67.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
64.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
60.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
56.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
55.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
55.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
54.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
54.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
53.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
52.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
51.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
51.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
50.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
47.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
47.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
46.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
45.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
45.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
45.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
45.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
44.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
44.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
44.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
43.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
43.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
43.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
43.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
43.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
43.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
42.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
42.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
42.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
42.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
42.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
41.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
41.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
41.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
41.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
41.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
41.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
40.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
40.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
40.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
40.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
40.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
40.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
39.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
39.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
39.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
39.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
39.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
39.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
39.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
39.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
39.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
38.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
38.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
38.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
38.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
38.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
38.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
38.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
38.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
38.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
38.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
38.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
38.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
37.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
37.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
37.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
37.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
37.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
37.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
37.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
37.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
37.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
37.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
36.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
36.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
36.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
36.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
36.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
36.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
36.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
36.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
35.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
35.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
35.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
35.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
35.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
35.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
35.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
35.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
35.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
35.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
35.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
35.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
34.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
34.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
34.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
34.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
34.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
34.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
34.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
34.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
34.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
34.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
34.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
34.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
34.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
34.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
34.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
33.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
33.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
33.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
33.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
33.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
33.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
33.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
33.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
33.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
33.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
33.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
33.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
33.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
33.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
33.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
33.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
33.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
32.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
32.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
32.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
32.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
32.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
32.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
32.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
32.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
32.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
32.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
32.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
32.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
32.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
32.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
32.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
32.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
32.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
32.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
32.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
32.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
32.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
32.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
31.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
31.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
31.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
31.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
31.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
31.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
31.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
31.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
31.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
31.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
31.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
31.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
31.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
31.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
31.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
31.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
30.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
30.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
30.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
30.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
30.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
30.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
30.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
30.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
30.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
30.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
30.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
30.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
30.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
29.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
29.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
29.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
29.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
29.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
29.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
29.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
29.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
29.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
29.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
29.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
29.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
29.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
29.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
29.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
29.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
29.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
29.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
29.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
29.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
28.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
28.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
28.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
28.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
28.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
28.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
28.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
28.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
28.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
28.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
28.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
28.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
28.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
28.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
28.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
28.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
28.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
28.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
28.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
28.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
27.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
27.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
27.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
27.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
27.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
27.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
26.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
26.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
26.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
26.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
26.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
26.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
25.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
25.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
25.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
24.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
24.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 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.
ACTL6A is not prognostic in Rectum Adenocarcinoma (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
57.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
127.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
102.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
101.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
101.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
96.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
96.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
92.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
87.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
87.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
86.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
84.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
83.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
80.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
77.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
76.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
76.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
76.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
75.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
75.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
72.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
72.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
71.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
69.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
68.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
67.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
66.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
66.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
64.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
64.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
62.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
62.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
60.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
59.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
59.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
59.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
58.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
58.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
58.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
58.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
58.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
56.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
56.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
54.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
54.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
54.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
53.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
53.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
52.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
52.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
52.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
51.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
50.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
50.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
50.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
49.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
49.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
49.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
48.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
47.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
46.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
45.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
45.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
44.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
43.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
43.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
43.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
42.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
39.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
39.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
38.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
38.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
37.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
37.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
37.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
36.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
35.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
35.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
34.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
34.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
32.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
32.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
29.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
24.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
22.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
22.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
21.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
18.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
ACTL6A is not prognostic in Rectum Adenocarcinoma (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
27.6
Number of samples
207
Samples
Sample
Description
TPM
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
51.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
51.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
50.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
48.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
46.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
46.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
44.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
43.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
43.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
42.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
40.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
40.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
40.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
39.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
39.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
39.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
39.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
39.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
38.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
38.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
38.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
38.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
38.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
38.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
38.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
37.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
37.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
37.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
36.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
36.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
36.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
36.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
36.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
35.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
34.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
34.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
34.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
34.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
34.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
34.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
34.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
33.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
33.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
33.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
33.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
33.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
33.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
33.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
33.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
33.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
32.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
32.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
32.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
32.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
32.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
32.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
32.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
32.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
31.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
31.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
31.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
31.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
31.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
31.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
31.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
31.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
31.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
30.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
30.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
30.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
30.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
30.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
30.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
30.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
30.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
30.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
29.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
29.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
29.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
29.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
29.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
29.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
29.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
29.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
28.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
28.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
28.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
28.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
27.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
27.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
27.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
27.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
27.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
24.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
24.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
23.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
20.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
1.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.8
b2400046-1d25-429d-a821-6040a6
Tumor
0.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.7
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
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Tumor
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.5
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
