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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.
DCAF12 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
25.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
60.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
55.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
50.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
46.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
44.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
43.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
41.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
40.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
40.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
40.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
39.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
39.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
39.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
39.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
38.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
38.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
37.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
37.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
37.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
36.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
36.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
36.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
35.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
35.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
35.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
35.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
35.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
35.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
35.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
34.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
34.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
34.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
33.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
33.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
33.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
33.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
33.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
33.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
32.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
32.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
32.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
32.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
32.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
32.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
32.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
31.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
31.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
31.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
31.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
31.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
31.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
30.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
30.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
30.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
30.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
30.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
30.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
30.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
30.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
29.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
29.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
29.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
29.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
29.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
29.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
29.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
28.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
28.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
28.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
28.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
28.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
28.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
28.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
28.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
28.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
28.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
28.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
28.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
27.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
27.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
27.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
27.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
27.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
27.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
27.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
27.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
27.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
26.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
26.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
26.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
26.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
26.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
26.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
26.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
26.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
26.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
26.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
26.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
26.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
26.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
26.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
25.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
25.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
25.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
25.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
25.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
25.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
25.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
25.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
25.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
25.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
25.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
25.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
25.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
25.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
25.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
25.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
25.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
24.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
24.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
24.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
24.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
24.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
24.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
24.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
24.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
24.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
24.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
23.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
23.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
23.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
23.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
23.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
23.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
23.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
23.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
23.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
23.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
23.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
23.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
23.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
23.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
22.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
22.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
22.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
22.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
22.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
22.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
22.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
22.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
22.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
22.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
22.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
22.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
22.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
22.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
22.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
21.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
21.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
21.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
21.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
21.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
21.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
21.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
21.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
21.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
21.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
20.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
20.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
20.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
20.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
20.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
20.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
20.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
19.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
19.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
19.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
19.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
19.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
19.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
19.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
19.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
18.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
18.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
18.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
17.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
17.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
17.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
13.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 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.
DCAF12 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
37.9
Number of samples
486
Samples
Sample
Description
TPM
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
81.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
70.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
68.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
66.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
63.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
63.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
62.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
62.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
62.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
61.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
60.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
60.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
58.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
58.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
58.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
58.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
57.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
56.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
56.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
56.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
55.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
55.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
55.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
55.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
54.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
54.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
54.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
54.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
54.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
53.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
53.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
53.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
52.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
52.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
52.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
52.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
52.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
52.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
52.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
50.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
50.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
50.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
50.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
50.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
50.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
50.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
50.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
49.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
49.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
49.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
49.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
49.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
49.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
49.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
49.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
49.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
49.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
48.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
48.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
48.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
48.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
48.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
48.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
48.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
47.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
47.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
47.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
47.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
47.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
47.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
47.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
47.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
47.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
47.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
47.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
47.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
47.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
46.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
46.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
46.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
46.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
46.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
46.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
46.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
46.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
46.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
45.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
45.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
45.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
45.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
45.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
45.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
45.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
45.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
45.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
44.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
44.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
44.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
44.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
44.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
44.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
44.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
44.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
44.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
44.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
44.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
44.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
43.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
43.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
43.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
43.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
43.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
43.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
43.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
43.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
43.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
43.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
43.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
42.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
42.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
42.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
42.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
42.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
42.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
42.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
42.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
42.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
42.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
42.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
42.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
42.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
41.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
41.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
41.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
41.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
41.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
41.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
41.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
41.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
41.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
41.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
41.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
41.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
41.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
41.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
41.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
41.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
41.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
41.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
40.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
40.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
40.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
40.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
40.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
40.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
40.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
40.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
40.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
40.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
40.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
40.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
40.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
40.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
40.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
40.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
40.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
40.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
40.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
39.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
39.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
39.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
39.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
39.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
39.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
39.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
39.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
39.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
39.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
39.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
39.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
39.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
39.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
39.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
39.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
39.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
39.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
39.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
39.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
39.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
38.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
38.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
38.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
38.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
38.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
38.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
38.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
38.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
38.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
38.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
38.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
38.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
38.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
38.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
38.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
38.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
38.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
38.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
38.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
38.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
38.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
38.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
38.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
38.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
38.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
38.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
38.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
38.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
37.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
37.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
37.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
37.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
37.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
37.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
37.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
37.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
37.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
37.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
37.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
37.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
37.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
37.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
37.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
37.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
37.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
37.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
37.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
36.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
36.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
36.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
36.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
36.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
36.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
36.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
36.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
36.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
36.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
36.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
36.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
36.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
36.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
36.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
36.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
36.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
36.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
36.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
36.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
36.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
36.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
36.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
36.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
36.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
36.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
36.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
36.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
36.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
36.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
35.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
35.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
35.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
35.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
35.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
35.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
35.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
35.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
35.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
35.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
35.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
35.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
35.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
35.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
35.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
35.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
35.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
35.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
35.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
35.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
35.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
35.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
35.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
35.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
34.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
34.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
34.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
34.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
34.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
34.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
34.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
34.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
34.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
34.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
34.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
34.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
34.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
34.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
34.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
34.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
34.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
34.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
34.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
34.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
33.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
33.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
33.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
33.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
33.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
33.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
33.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
33.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
33.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
33.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
33.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
33.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
33.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
33.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
33.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
33.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
33.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
33.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
33.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
33.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
33.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
33.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
33.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
33.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
32.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
32.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
32.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
32.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
32.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
32.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
32.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
32.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
32.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
32.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
32.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
32.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
32.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
32.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
32.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
32.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
32.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
32.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
32.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
32.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
32.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
32.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
32.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
32.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
32.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
31.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
31.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
31.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
31.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
31.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
31.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
31.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
31.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
31.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
31.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
31.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
31.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
31.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
31.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
31.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
31.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
31.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
30.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
30.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
30.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
30.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
30.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
30.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
30.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
30.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
30.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
30.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
30.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
30.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
30.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
30.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
30.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
30.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
30.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
29.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
29.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
29.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
29.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
29.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
29.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
29.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
29.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
29.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
29.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
29.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
29.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
29.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
29.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
29.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
28.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
28.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
28.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
28.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
28.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
28.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
28.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
28.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
28.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
28.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
27.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
27.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
27.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
27.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
27.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
27.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
27.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
27.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
27.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
27.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
27.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
27.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
26.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
26.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
26.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
25.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
25.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
24.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
24.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
24.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
22.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
DCAF12 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
26.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
62.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
50.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
47.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
41.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
40.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
39.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
39.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
39.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
38.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
38.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
36.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
36.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
35.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
35.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
34.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
34.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
34.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
33.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
32.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
32.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
32.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
31.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
31.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
30.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
30.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
30.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
29.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
29.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
28.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
28.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
28.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
28.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
28.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
27.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
26.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
26.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
25.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
25.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
25.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
25.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
25.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
25.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
25.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
25.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
25.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
24.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
24.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
24.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
24.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
24.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
24.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
23.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
23.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
23.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
23.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
22.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
22.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
22.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
21.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
21.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
21.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
21.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
21.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
21.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
20.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
19.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
18.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
18.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
18.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
16.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.7
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.
DCAF12 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
34.7
Number of samples
207
Samples
Sample
Description
TPM
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
81.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
72.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
57.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
56.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
55.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
54.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
54.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
52.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
52.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
51.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
50.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
50.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
49.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
48.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
47.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
47.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
47.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
46.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
46.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
46.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
45.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
45.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
44.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
44.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
44.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
43.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
43.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
43.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
43.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
43.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
43.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
42.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
42.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
42.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
42.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
42.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
42.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
41.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
41.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
41.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
41.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
40.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
40.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
40.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
40.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
40.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
40.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
39.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
39.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
39.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
39.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
39.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
39.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
38.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
38.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
38.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
38.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
38.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
38.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
38.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
38.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
38.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
38.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
38.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
38.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
37.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
37.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
37.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
37.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
37.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
37.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
36.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
36.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
36.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
36.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
36.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
36.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
36.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
36.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
36.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
36.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
35.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
35.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
35.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
35.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
35.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
35.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
35.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
35.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
35.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
35.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
34.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
34.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
34.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
34.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
33.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
33.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
33.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
33.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
33.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
33.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
33.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
33.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
32.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
32.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
32.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
32.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
32.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
32.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
32.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
32.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
32.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
32.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
32.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
31.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
31.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
31.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
31.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
31.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
31.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
31.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
31.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
31.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
31.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
30.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
30.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
30.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
30.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
30.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
30.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
30.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
30.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
30.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
30.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
30.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
30.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
30.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
29.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
29.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
29.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
29.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
29.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
29.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
29.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
29.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
29.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
29.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
29.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
29.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
28.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
28.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
28.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
28.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
28.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
28.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
28.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
27.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
27.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
27.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
27.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
27.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
27.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
27.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
27.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
27.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
27.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
26.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
26.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
26.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
26.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
25.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
25.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
25.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
25.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
25.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
25.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
24.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
24.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
23.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
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
