title: Leukocyte DNA methylation signature differentiates pancreatic cancer patients from healthy controls.
abstract: Pancreatic adenocarcinoma (PaC) is one of most difficult tumors to treat. Much of this is attributed to the late diagnosis. To identify biomarkers for early detection, we examined DNA methylation differences in leukocyte DNA between PaC cases and controls in a two-phase study. In phase I, we measured methylation levels at 1,505 CpG sites in treatment-naïve leukocyte DNA from 132 never-smoker PaC patients and 60 never-smoker healthy controls. We found significant differences in 110 CpG sites (false discovery rate <0.05). In phase II, we tested and validated 88 of 96 phase I selected CpG sites in 240 PaC cases and 240 matched controls (p≤0.05). Using penalized logistic regression, we built a prediction model consisting of five CpG sites (IL10_P348, LCN2_P86, ZAP70_P220, AIM2_P624, TAL1_P817) that discriminated PaC patients from controls (C-statistic = 0.85 in phase I; 0.76 in phase II). Interestingly, one CpG site (LCN2_P86) alone could discriminate resectable patients from controls (C-statistic= 0.78 in phase I; 0.74 in phase II). We also performed methylation quantitative trait loci (methQTL) analysis and identified three CpG sites (AGXT_P180_F, ALOX12_E85_R, JAK3_P1075_R) where the methylation levels were significantly associated with single nucleotide polymorphisms (SNPs) (false discovery rate <0.05). Our results demonstrate that epigenetic variation in easily obtainable leukocyte DNA, manifested by reproducible methylation differences, may be used to detect PaC patients. The methylation differences at certain CpG sites are partially attributable to genetic variation. This study strongly supports future epigenome-wide association study using leukocyte DNA for biomarker discovery in human diseases.
authors: Department of Internal Medicine, Mayo Clinic College of Medicine, Rochester, Minnesota, United States of America.
authors: Katrina S
authors: KS
authors: Pedersen
authors: William R
authors: WR
authors: Bamlet
authors: Ann L
authors: AL
authors: Oberg
authors: Mariza
authors: M
authors: de Andrade
authors: Martha E
authors: ME
authors: Matsumoto
authors: Hui
authors: H
authors: Tang
authors: Stephen N
authors: SN
authors: Thibodeau
authors: Gloria M
authors: GM
authors: Petersen
authors: Liang
authors: L
authors: Wang
mesh_terms: D000368:Aged; D000369:Aged, 80 and over; D018899:CpG Islands / Q000235:genetics; D019175:DNA Methylation / Q000187:drug effects / Q000235:genetics*; D005260:Female; D006801:Humans; D007962:Leukocytes / Q000378:metabolism*; D008297:Male; D008875:Middle Aged; D010190:Pancreatic Neoplasms / Q000235:genetics*; D040641:Quantitative Trait Loci / Q000235:genetics; D013447:Sulfites / Q000494:pharmacology
chemical_list: D013447:Sulfites; C009279:sodium bisulfite