Identification of a new locus and validation of previously reported loci showing differential methylation associated with smoking. The REGICOR study

Smoking increases the risk of many diseases and could act through changes in DNA methylation patterns. The aims of this study were to determine the association between smoking and DNA methylation throughout the genome at cytosine-phosphate-guanine (CpG) site level and genomic regions. A discovery cross-sectional epigenome-wide association study nested in the follow-up of the REGICOR cohort was designed and included 645 individuals. Blood DNA methylation was assessed using the Illumina HumanMethylation450 BeadChip. Smoking status was self-reported using a standardized questionnaire. We identified 66 differentially methylated CpG sites associated with smoking, located in 38 genes. In most of these CpG sites, we observed a trend among those quitting smoking to recover methylation levels typical of never smokers. A CpG site located in a novel smoking-associated gene (cg06394460 in LNX2) was hypomethylated in current smokers. Moreover, we validated two previously reported CpG sites (cg05886626 in THBS1, and cg24838345 in MTSS1) for their potential relation to atherosclerosis and cancer diseases, using several different approaches: CpG site methylation, gene expression, and plasma protein level determinations. Smoking was also associated with higher THBS1 gene expression but with lower levels of thrombospondin-1 in plasma. Finally, we identified differential methylation regions in 13 genes and in four non-coding RNAs. In summary, this study replicated previous findings and identified and validated a new CpG site located in LNX2 associated with smoking.

[1]  Terry Osborn,et al.  A quantitative epigenetic approach for the assessment of cigarette consumption , 2015, Front. Psychol..

[2]  Paolo Vineis,et al.  Dynamics of smoking-induced genome-wide methylation changes with time since smoking cessation. , 2015, Human molecular genetics.

[3]  H. Makino,et al.  Identification of circulating miR-101, miR-375 and miR-802 as biomarkers for type 2 diabetes. , 2015, Metabolism: clinical and experimental.

[4]  R. Huxley Risk factors: Smoking and CAD—what's plaque got to do with it? , 2015, Nature Reviews Cardiology.

[5]  Haibo Zhao,et al.  Ubiquitin E3 Ligase LNX2 is Critical for Osteoclastogenesis In Vitro by Regulating M-CSF/RANKL Signaling and Notch2 , 2015, Calcified Tissue International.

[6]  N. Goldman,et al.  The human blood DNA methylome displays a highly distinctive profile compared with other somatic tissues , 2015, Epigenetics.

[7]  Matthew E. Ritchie,et al.  limma powers differential expression analyses for RNA-sequencing and microarray studies , 2015, Nucleic acids research.

[8]  Brian T. Lee,et al.  The UCSC Genome Browser database: 2015 update , 2014, Nucleic Acids Research.

[9]  Nilesh J Samani,et al.  Cigarette smoking reduces DNA methylation levels at multiple genomic loci but the effect is partially reversible upon cessation , 2014, Epigenetics.

[10]  M. Esteller,et al.  DNA Methylation Map of Human Atherosclerosis , 2014, Circulation. Cardiovascular genetics.

[11]  Thomas Lengauer,et al.  Comprehensive Analysis of DNA Methylation Data with RnBeads , 2014, Nature Methods.

[12]  Yong Sun Lee,et al.  nc886, a non-coding RNA of anti-proliferative role, is suppressed by CpG DNA methylation in human gastric cancer , 2014, Oncotarget.

[13]  Rafael A. Irizarry,et al.  Minfi: a flexible and comprehensive Bioconductor package for the analysis of Infinium DNA methylation microarrays , 2014, Bioinform..

[14]  Å. Johansson,et al.  Smoke-related DNA methylation changes in the etiology of human disease. , 2014, Human molecular genetics.

[15]  J. Montaner,et al.  Global DNA Methylation of Ischemic Stroke Subtypes , 2014, PloS one.

[16]  Zongli Xu,et al.  CpG Sites Associated with Cigarette Smoking: Analysis of Epigenome-Wide Data from the Sister Study , 2014, Environmental health perspectives.

[17]  Isaac Subirana,et al.  Derivation and validation of a set of 10-year cardiovascular risk predictive functions in Spain: the FRESCO Study. , 2014, Preventive medicine.

[18]  R. Deng,et al.  Suppression of MIM by microRNA-182 activates RhoA and promotes breast cancer metastasis , 2014, Oncogene.

[19]  D. Bernhard,et al.  Smoking and cardiovascular disease: mechanisms of endothelial dysfunction and early atherogenesis. , 2014, Arteriosclerosis, thrombosis, and vascular biology.

[20]  D. Gaudet,et al.  Epipolymorphisms within lipoprotein genes contribute independently to plasma lipid levels in familial hypercholesterolemia , 2014, Epigenetics.

[21]  S. Beach,et al.  Changes in DNA methylation at the aryl hydrocarbon receptor repressor may be a new biomarker for smoking , 2013, Clinical Epigenetics.

[22]  J. Golledge,et al.  The role of thrombospondin-1 in cardiovascular health and pathology. , 2013, International journal of cardiology.

[23]  Dolores Corella,et al.  In vivo transcriptomic profile after a Mediterranean diet in high-cardiovascular risk patients: a randomized controlled trial. , 2013, The American journal of clinical nutrition.

[24]  Gianluca Bontempi,et al.  A comprehensive overview of Infinium HumanMethylation450 data processing , 2013, Briefings Bioinform..

[25]  A. Besaratinia,et al.  Genotoxicity of tobacco smoke‐derived aromatic amines and bladder cancer: current state of knowledge and future research directions , 2013, FASEB journal : official publication of the Federation of American Societies for Experimental Biology.

[26]  Christian Gieger,et al.  Tobacco Smoking Leads to Extensive Genome-Wide Changes in DNA Methylation , 2013, PloS one.

[27]  Y. Shirakata,et al.  Role of the aryl hydrocarbon receptor in tobacco smoke extract–induced matrix metalloproteinase‐1 expression , 2013, Experimental dermatology.

[28]  Mikael Fogelholm,et al.  Faculty of 1000 evaluation for Primary prevention of cardiovascular disease with a Mediterranean diet. , 2013 .

[29]  Paolo Vineis,et al.  Epigenome-wide association study in the European Prospective Investigation into Cancer and Nutrition (EPIC-Turin) identifies novel genetic loci associated with smoking. , 2013, Human molecular genetics.

[30]  M. Stoffel,et al.  Obesity-induced overexpression of miR-802 impairs glucose metabolism through silencing of Hnf1b , 2013, Nature.

[31]  Stephen S Hecht,et al.  Lung carcinogenesis by tobacco smoke , 2012, International journal of cancer.

[32]  Alan D. Lopez,et al.  A comparative risk assessment of burden of disease and injury attributable to 67 risk factors and risk factor clusters in 21 regions, 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010 , 2012, The Lancet.

[33]  Barbara Burwinkel,et al.  Smoking, F2RL3 methylation, and prognosis in stable coronary heart disease. , 2012, European heart journal.

[34]  C. Bock Analysing and interpreting DNA methylation data , 2012, Nature Reviews Genetics.

[35]  Susan K. Murphy,et al.  450K Epigenome-Wide Scan Identifies Differential DNA Methylation in Newborns Related to Maternal Smoking during Pregnancy , 2012, Environmental health perspectives.

[36]  Weiliang Qiu,et al.  Cigarette smoking behaviors and time since quitting are associated with differential DNA methylation across the human genome. , 2012, Human molecular genetics.

[37]  A. Goette,et al.  Nicotine, cigarette smoking and cardiac arrhythmia: an overview , 2012, European journal of preventive cardiology.

[38]  Devin C. Koestler,et al.  DNA methylation arrays as surrogate measures of cell mixture distribution , 2012, BMC Bioinformatics.

[39]  J. Tamargo,et al.  Plasma desmoplakin I biomarker of vascular recurrence after ischemic stroke , 2012, Journal of neurochemistry.

[40]  Dong-Bin Kim,et al.  Higher Plasma Thrombospondin-1 Levels in Patients With Coronary Artery Disease and Diabetes Mellitus , 2012, Korean circulation journal.

[41]  M. G. Caporaso,et al.  Ligand of Numb proteins LNX1p80 and LNX2 interact with the human glycoprotein CD8α and promote its ubiquitylation and endocytosis , 2011, Journal of Cell Science.

[42]  K. Gunderson,et al.  High density DNA methylation array with single CpG site resolution. , 2011, Genomics.

[43]  Bernhard Korn,et al.  Tobacco-smoking-related differential DNA methylation: 27K discovery and replication. , 2011, American journal of human genetics.

[44]  I. Bièche,et al.  Thrombospondin-1 Is a Plasmatic Marker of Peripheral Arterial Disease That Modulates Endothelial Progenitor Cell Angiogenic Properties , 2011, Arteriosclerosis, thrombosis, and vascular biology.

[45]  Joseph K. Pickrell,et al.  DNA methylation patterns associate with genetic and gene expression variation in HapMap cell lines , 2011, Genome Biology.

[46]  Xiao Zhang,et al.  Comparison of Beta-value and M-value methods for quantifying methylation levels by microarray analysis , 2010, BMC Bioinformatics.

[47]  M. Esteller,et al.  Epigenetic modifications and human disease , 2010, Nature Biotechnology.

[48]  M. Karin,et al.  Tobacco smoke promotes lung tumorigenesis by triggering IKKbeta- and JNK1-dependent inflammation. , 2010, Cancer cell.

[49]  Lee E. Edsall,et al.  Human DNA methylomes at base resolution show widespread epigenomic differences , 2009, Nature.

[50]  Madeleine P. Ball,et al.  Targeted and genome-scale methylomics reveals gene body signatures in human cell lines , 2009, Nature Biotechnology.

[51]  A. Kastrati,et al.  Polymorphisms in thrombospondin genes and myocardial infarction: a case-control study and a meta-analysis of available evidence. , 2008, Human molecular genetics.

[52]  R. Elosua,et al.  Trends in cardiovascular risk factor prevalence (1995-2000-2005) in northeastern Spain , 2007, European journal of cardiovascular prevention and rehabilitation : official journal of the European Society of Cardiology, Working Groups on Epidemiology & Prevention and Cardiac Rehabilitation and Exercise Physiology.

[53]  M. Entman,et al.  Critical Role of Endogenous Thrombospondin-1 in Preventing Expansion of Healing Myocardial Infarcts , 2005, Circulation.

[54]  Rafael A Irizarry,et al.  Exploration, normalization, and summaries of high density oligonucleotide array probe level data. , 2003, Biostatistics.

[55]  Diane C. Thompson,et al.  The validity of self-reported smoking: a review and meta-analysis. , 1994, American journal of public health.

[56]  H. Prydz,et al.  CpG islands as gene markers in the human genome. , 1992, Genomics.

[57]  M. Frommer,et al.  CpG islands in vertebrate genomes. , 1987, Journal of molecular biology.

[58]  F. Speizer,et al.  Smoking and Mortality - Beyond Established Causes. , 2016, The New England journal of medicine.

[59]  D. Mosher,et al.  The counteradhesive proteins, thrombospondin 1 and SPARC/osteonectin, open the tyrosine phosphorylation-responsive paracellular pathway in pulmonary vascular endothelia. , 2009, Microvascular research.