Early targeted DNA methylation profiling of CD04+/CD08+ T cells reveals pathogenic mechanisms in different stages of impaired glucose homeostasis Cardiovascular Diabetology

Background: Despite current intensive treatments, hyperglycemic patients have an unfavorable prognosis due to severe CHD and development of complications. The interplay between hyperglycemia and systemic inflammation can modify patterns of gene expression mainly affecting DNA methylation in promoter regions and, thus, endothelial damage. However, DNA methylome of CD04+ and CD08+ T cells, which play a relevant role in endothelial dysfunction has not been studied, especially during increasing hyperglycemia.Purpose: To identify differentially methylated regions (DRMs) in CD04 + and CD08 + T cells by comparing healthy subjects (HS) to Pre-Diab and type 2 (T2D) patients. This approach would investigate possible biomarkers useful to identify vascular damage already at Pre-Diab state.Methods: In this pilot study, we enrolled a subgroup of patients from our ongoing PIRAMIDE clinical trial (NCT03792607) including a total of 14 individuals classified in HS (n=2), Pre-Diab (n=6), and T2D (n=6). The DMRs were identified by using the reduced representation bisulfite sequencing platform (RRBS) which captures the majority of promoters and CpG islands. Big data analysis was performed by using the R package and ChromHMM algorithms.Results: Most of the total DMRs (30-35%) were in the promoter regions in increasing hyperglycemia vs HS. A global analysis of DMR-related genes overlapping between Pre-Diab and T2D patients showed a prevalence of DNA hypermethylation in both T cells. Interestingly, the secreted protein acidic and cysteine rich (SPARC) gene was annotated to the most hypomethylated-DMR in Pre-Diab and its methylation level gradually decreased in T2D patients.Conclusions: Preliminary data indicated that hypomethylation of the SPARC promoter may be a useful biomarker of vascular complications in Pre-Diab patients with a possible role for primary prevention. However, larger multicenter trials are needed to validate our epigenetic data in the clinical arena.

[1]  C. Napoli,et al.  Clinical Role of Epigenetics and Network Analysis in Eye Diseases: A Translational Science Review , 2019, Journal of ophthalmology.

[2]  N. Xia,et al.  Pathologic T-cell response in ischaemic failing hearts elucidated by T-cell receptor sequencing and phenotypic characterization. , 2019, European heart journal.

[3]  C. Napoli,et al.  Differential epigenetic factors in the prediction of cardiovascular risk in diabetic patients , 2019, European heart journal. Cardiovascular pharmacotherapy.

[4]  C. Napoli,et al.  Fluid-based assays and precision medicine of cardiovascular diseases: the ‘hope’ for Pandora’s box? , 2019, Journal of Clinical Pathology.

[5]  C. Napoli,et al.  Perturbation of interactome through micro-RNA and methylome analysis in diabetes endophenotypes: the PIRAMIDE pathogenic clinical study design , 2019, International Journal of Clinical Trials.

[6]  Filippo Cademartiri,et al.  Correlation of Circulating miR-765, miR-93-5p, and miR-433-3p to Obstructive Coronary Heart Disease Evaluated by Cardiac Computed Tomography. , 2019, The American journal of cardiology.

[7]  M. Pesce,et al.  Abnormal DNA Methylation Induced by Hyperglycemia Reduces CXCR4 Gene Expression in CD34+ Stem Cells , 2019, Journal of the American Heart Association.

[8]  Filippo Cademartiri,et al.  Evidence of association of circulating epigenetic-sensitive biomarkers with suspected coronary heart disease evaluated by Cardiac Computed Tomography , 2019, PloS one.

[9]  John L. Campbell,et al.  Type 1 diabetes impairs the mobilisation of highly-differentiated CD8+T cells during a single bout of acute exercise. , 2019, Exercise immunology review.

[10]  Disclosures: Standards of Medical Care in Diabetes—2019 , 2018, Diabetes Care.

[11]  A. Soricelli,et al.  Epigenetic Hallmarks of Fetal Early Atherosclerotic Lesions in Humans , 2018, JAMA cardiology.

[12]  C. Napoli,et al.  Novel epigenetic-sensitive clinical challenges both in type 1 and type 2 diabetes. , 2018, Journal of diabetes and its complications.

[13]  M. Pirooznia,et al.  Complement receptor CD46 co-stimulates optimal human CD8+ T cell effector function via fatty acid metabolism , 2018, Nature Communications.

[14]  T. Spector,et al.  Genome-wide methylation analysis identifies ELOVL5 as an epigenetic biomarker for the risk of type 2 diabetes mellitus , 2018, Scientific Reports.

[15]  Yuan-Lin Guo,et al.  Impacts of Prediabetes Mellitus Alone or Plus Hypertension on the Coronary Severity and Cardiovascular Outcomes , 2018, Hypertension.

[16]  Andrew P Feinberg,et al.  The Key Role of Epigenetics in Human Disease Prevention and Mitigation. , 2018, The New England journal of medicine.

[17]  Sang-Mo Kwon,et al.  Pivotal Roles of Peroxisome Proliferator-Activated Receptors (PPARs) and Their Signal Cascade for Cellular and Whole-Body Energy Homeostasis , 2018, International journal of molecular sciences.

[18]  Manolis Kellis,et al.  Chromatin-state discovery and genome annotation with ChromHMM , 2017, Nature Protocols.

[19]  M. Pelizzola,et al.  DNA methylation variations are required for epithelial-to-mesenchymal transition induced by cancer-associated fibroblasts in prostate cancer cells , 2017, Oncogene.

[20]  L. Liang,et al.  Genome-Wide Analysis of DNA Methylation and Acute Coronary Syndrome , 2017, Circulation research.

[21]  A. Ciccodicola,et al.  Heart failure: Pilot transcriptomic analysis of cardiac tissue by RNA-sequencing. , 2017, Cardiology journal.

[22]  F. Gong,et al.  Associations between FGF21, osteonectin and bone turnover markers in type 2 diabetic patients with albuminuria. , 2017, Journal of diabetes and its complications.

[23]  A. Soricelli,et al.  Clinical relevance of epigenetics in the onset and management of type 2 diabetes mellitus , 2017, Epigenetics.

[24]  J. Zierath,et al.  Insulin and Glucose Alter Death-Associated Protein Kinase 3 (DAPK3) DNA Methylation in Human Skeletal Muscle , 2016, Diabetes.

[25]  Naveed Sattar,et al.  The changing face of diabetes complications. , 2016, The lancet. Diabetes & endocrinology.

[26]  Hedi Peterson,et al.  g:Profiler—a web server for functional interpretation of gene lists (2016 update) , 2016, Nucleic Acids Res..

[27]  Qing-Yu He,et al.  ChIPseeker: an R/Bioconductor package for ChIP peak annotation, comparison and visualization , 2015, Bioinform..

[28]  M. Rots,et al.  Local chromatin microenvironment determines DNMT activity: from DNA methyltransferase to DNA demethylase or DNA dehydroxymethylase , 2015, Epigenetics.

[29]  F. Tang,et al.  Profiling DNA methylome landscapes of mammalian cells with single-cell reduced-representation bisulfite sequencing , 2015, Nature Protocols.

[30]  C. Ling,et al.  Altered DNA Methylation and Differential Expression of Genes Influencing Metabolism and Inflammation in Adipose Tissue From Subjects With Type 2 Diabetes , 2014, Diabetes.

[31]  M. Kivimäki,et al.  Midlife type 2 diabetes and poor glycaemic control as risk factors for cognitive decline in early old age: a post-hoc analysis of the Whitehall II cohort study , 2014, The lancet. Diabetes & endocrinology.

[32]  Hemant K. Tiwari,et al.  Epigenome-Wide Association Study of Fasting Measures of Glucose, Insulin, and HOMA-IR in the Genetics of Lipid Lowering Drugs and Diet Network Study , 2014, Diabetes.

[33]  C. Ballantyne,et al.  Elevated Plasma SPARC Levels Are Associated with Insulin Resistance, Dyslipidemia, and Inflammation in Gestational Diabetes Mellitus , 2013, PloS one.

[34]  S. Akhtar,et al.  The role of epidermal growth factor receptor in diabetes-induced cardiac dysfunction. , 2013, BioImpacts : BI.

[35]  Brent S. Pedersen,et al.  Comb-p: software for combining, analyzing, grouping and correcting spatially correlated P-values , 2012, Bioinform..

[36]  Francine E. Garrett-Bakelman,et al.  methylKit: a comprehensive R package for the analysis of genome-wide DNA methylation profiles , 2012, Genome Biology.

[37]  C. Napoli,et al.  Maternal Immunization Affects In Utero Programming of Insulin Resistance and Type 2 Diabetes , 2012, PloS one.

[38]  Peter A. Jones Functions of DNA methylation: islands, start sites, gene bodies and beyond , 2012, Nature Reviews Genetics.

[39]  Andrea Soricelli,et al.  Primary Prevention of Atherosclerosis: A Clinical Challenge for the Reversal of Epigenetic Mechanisms? , 2012, Circulation.

[40]  C. Ling,et al.  Increased DNA Methylation and Decreased Expression of PDX-1 in Pancreatic Islets from Patients with Type 2 Diabetes. , 2012 .

[41]  Steven L Salzberg,et al.  Fast gapped-read alignment with Bowtie 2 , 2012, Nature Methods.

[42]  C. Napoli,et al.  Maternal-foetal epigenetic interactions in the beginning of cardiovascular damage. , 2011, Cardiovascular research.

[43]  Felix Krueger,et al.  Bismark: a flexible aligner and methylation caller for Bisulfite-Seq applications , 2011, Bioinform..

[44]  Vilmundur Gudnason,et al.  Diabetes Mellitus, Fasting Glucose, and Risk of Cause-Specific Death , 2011 .

[45]  D. Angiolillo,et al.  Diabetes and Antiplatelet Therapy in Acute Coronary Syndrome , 2011, Circulation.

[46]  K. Kos,et al.  SPARC: a key player in the pathologies associated with obesity and diabetes , 2010, Nature Reviews Endocrinology.

[47]  Anthony J. Muslin,et al.  MAPK signalling in cardiovascular health and disease: molecular mechanisms and therapeutic targets. , 2008, Clinical science.

[48]  Claudio Napoli,et al.  Rethinking primary prevention of atherosclerosis-related diseases. , 2006, Circulation.

[49]  F. Logerfo,et al.  Microvascular and macrovascular reactivity is reduced in subjects at risk for type 2 diabetes. , 1999, Diabetes.