Systematic Review and Meta-analysis of Peripheral Blood DNA Methylation Studies in Inflammatory Bowel Disease

Abstract Background and Aims Over the past decade, the DNA methylome has been increasingly studied in peripheral blood of inflammatory bowel disease [IBD] patients. However, a comprehensive summary and meta-analysis of peripheral blood leukocyte [PBL] DNA methylation studies has thus far not been conducted. Here, we systematically reviewed all available literature up to February 2022 and summarized the observations by means of meta-analysis. Methods We conducted a systematic search and critical appraisal of IBD-associated DNA methylation studies in PBL using the biomarker-based cross-sectional studies [BIOCROSS] tool. Subsequently, we performed meta-analyses on the summary statistics obtained from epigenome-wide association studies [EWAS] that included patients with Crohn’s disease [CD], ulcerative colitis [UC] and/or healthy controls [HC]. Results Altogether, we included 15 studies for systematic review. Critical appraisal revealed large methodological and outcome heterogeneity between studies. Summary statistics were obtained from four studies based on a cumulative 552 samples [177 CD, 132 UC and 243 HC]. Consistent differential methylation was identified for 256 differentially methylated probes [DMPs; Bonferroni-adjusted p ≤ 0.05] when comparing CD with HC and 103 when comparing UC with HC. Comparing IBD [CD + UC] with HC resulted in 224 DMPs. Importantly, several of the previously identified DMPs, such as VMP1/TMEM49/MIR21 and RPS6KA2, were consistently differentially methylated across all studies. Conclusion Methodological homogenization of IBD epigenetic studies is needed to allow for easier aggregation and independent validation. Nonetheless, we were able to confirm previous observations. Our results can serve as the basis for future IBD epigenetic biomarker research in PBL.

[1]  Paige N. Vega,et al.  MTG16 regulates colonic epithelial differentiation, colitis, and tumorigenesis by repressing E protein transcription factors , 2022, bioRxiv.

[2]  Tiantong Zhu,et al.  FOXK2 promotes the proliferation of papillary thyroid cancer cell by down-regulating autophagy , 2022, Journal of Cancer.

[3]  K. Clarke,et al.  Indeterminate Colitis – Update on Treatment Options , 2021, Journal of inflammation research.

[4]  Xiaochen Bo,et al.  clusterProfiler 4.0: A universal enrichment tool for interpreting omics data , 2021, Innovation.

[5]  O. Wolkenhauer,et al.  The role of epigenetic modifications for the pathogenesis of Crohn's disease , 2021, Clinical epigenetics.

[6]  M. Neurath,et al.  Role of the IL23/IL17 Pathway in Crohn’s Disease , 2021, Frontiers in Immunology.

[7]  E. Mayo-Wilson,et al.  The PRISMA 2020 statement: an updated guideline for reporting systematic reviews , 2021, BMJ.

[8]  S. Vasudevan,et al.  In Search of Newer Targets for Inflammatory Bowel Disease: A Systems and a Network Medicine Approach , 2021 .

[9]  Bo-zong Shao,et al.  The Role of Autophagy in Inflammatory Bowel Disease , 2021, Frontiers in Physiology.

[10]  L. Sly,et al.  Vedolizumab: Potential Mechanisms of Action for Reducing Pathological Inflammation in Inflammatory Bowel Diseases , 2021, Frontiers in Cell and Developmental Biology.

[11]  Joanna Sobocińska,et al.  KRAB-ZFP Transcriptional Regulators Acting as Oncogenes and Tumor Suppressors: An Overview , 2021, International journal of molecular sciences.

[12]  Anushya Muruganujan,et al.  The Gene Ontology resource: enriching a GOld mine , 2020, Nucleic Acids Res..

[13]  Yan Zhang,et al.  Identification of Hub Genes and Potential Mechanisms in Depressive Disorder Aggravated Crohn's Disease , 2021, SSRN Electronic Journal.

[14]  E. Pearce,et al.  MZB1 enables efficient interferon α secretion in stimulated plasmacytoid dendritic cells , 2020, Scientific Reports.

[15]  P. Coit,et al.  A longitudinal and transancestral analysis of DNA methylation patterns and disease activity in lupus patients , 2020, JCI insight.

[16]  D. Zerbino,et al.  Transcription and DNA Methylation Patterns of Blood-Derived CD8+ T Cells Are Associated With Age and Inflammatory Bowel Disease But Do Not Predict Prognosis , 2020, Gastroenterology.

[17]  J. Choi,et al.  Genome-wide methylation patterns predict clinical benefit of immunotherapy in lung cancer , 2020, Clinical Epigenetics.

[18]  S. Heil,et al.  Global DNA (hydroxy)methylation is stable over time under several storage conditions and temperatures , 2020, Epigenetics.

[19]  H. Ostrer,et al.  Identifying novel high-impact rare disease-causing mutations, genes and pathways in exomes of Ashkenazi Jewish inflammatory bowel disease patients , 2020, medRxiv.

[20]  D. Mack,et al.  CpG Methylation in TGFβ1 and IL-6 Genes as Surrogate Biomarkers for Diagnosis of IBD in Children. , 2020, Inflammatory bowel diseases.

[21]  D. Belsky,et al.  Patterns of Reliability: Assessing the Reproducibility and Integrity of DNA Methylation Measurement , 2020, Patterns.

[22]  J. Bilbao,et al.  The DNA methylome of inflammatory bowel disease (IBD) reflects intrinsic and extrinsic factors in intestinal mucosal cells , 2020, Epigenetics.

[23]  Jing Wang,et al.  LncRNA LINC-PINT increases SOCS1 expression by sponging miR-155-5p to inhibit the activation of ERK signaling pathway in rheumatoid arthritis synovial fibroblasts induced by TNF-α. , 2020, International immunopharmacology.

[24]  J. Vendrell,et al.  Adipose stem cells from patients with Crohn’s disease show a distinctive DNA methylation pattern , 2020, Clinical Epigenetics.

[25]  W. D. de Jonge,et al.  Whole-Genome DNA Methylation Profiling of CD14+ Monocytes Reveals Disease Status and Activity Differences in Crohn’s Disease Patients , 2020, medRxiv.

[26]  Jun Li,et al.  Emerging Roles for NLRC5 in Immune Diseases , 2019, Front. Pharmacol..

[27]  T. Winkler,et al.  IFN-γ drives inflammatory bowel disease pathogenesis through VE-cadherin-directed vascular barrier disruption. , 2019, The Journal of clinical investigation.

[28]  T. H. Nguyen,et al.  The global, regional, and national burden of inflammatory bowel disease in 195 countries and territories, 1990–2017: a systematic analysis for the Global Burden of Disease Study 2017 , 2019, The lancet. Gastroenterology & hepatology.

[29]  A. Barton,et al.  Differential DNA methylation correlates with response to methotrexate in rheumatoid arthritis , 2019, Rheumatology.

[30]  D. Hervás,et al.  Identification of Epigenetic Methylation Signatures With Clinical Value in Crohn's Disease , 2019, Clinical and translational gastroenterology.

[31]  A. Kijlstra,et al.  Epigenome-wide association study identifies Behçet's disease-associated methylation loci in Han Chinese. , 2019, Rheumatology.

[32]  A. Day,et al.  An Overview of Inflammatory Bowel Disease Unclassified in Children , 2019, Inflammatory Intestinal Diseases.

[33]  Judy H. Cho,et al.  Blood-Derived DNA Methylation Signatures of Crohn's Disease and Severity of Intestinal Inflammation. , 2019, Gastroenterology.

[34]  C. Gieger,et al.  Epigenetic upregulation of FKBP5 by aging and stress contributes to NF-κB–driven inflammation and cardiovascular risk , 2019, Proceedings of the National Academy of Sciences.

[35]  E. Lam,et al.  FOXK2 Transcription Factor and Its Emerging Roles in Cancer , 2019, Cancers.

[36]  K. Aleksandrova,et al.  Development and reliability assessment of a new quality appraisal tool for cross-sectional studies using biomarker data (BIOCROSS) , 2018, BMC Medical Research Methodology.

[37]  Elisabeth Brambilla,et al.  Epigenetic prediction of response to anti-PD-1 treatment in non-small-cell lung cancer: a multicentre, retrospective analysis. , 2018, The Lancet. Respiratory medicine.

[38]  P. Tsai,et al.  Smoking induces coordinated DNA methylation and gene expression changes in adipose tissue with consequences for metabolic health , 2018, Clinical Epigenetics.

[39]  H. Drummond,et al.  Promoter methylation of the MGAT3 and BACH2 genes correlates with the composition of the immunoglobulin G glycome in inflammatory bowel disease , 2018, Clinical Epigenetics.

[40]  Peng-Yuan Liu,et al.  Stability of global methylation profiles of whole blood and extracted DNA under different storage durations and conditions. , 2018, Epigenomics.

[41]  M. Comi,et al.  Interleukin-10-Producing DC-10 Is a Unique Tool to Promote Tolerance Via Antigen-Specific T Regulatory Type 1 Cells , 2018, Front. Immunol..

[42]  Maud Martin,et al.  Rasa3 controls turnover of endothelial cell adhesion and vascular lumen integrity by a Rap1-dependent mechanism , 2018, PLoS genetics.

[43]  Nima Hamidi,et al.  Worldwide incidence and prevalence of inflammatory bowel disease in the 21st century: a systematic review of population-based studies , 2017, The Lancet.

[44]  P. Rosenstiel,et al.  DNA Methylation and Transcription Patterns in Intestinal Epithelial Cells From Pediatric Patients With Inflammatory Bowel Diseases Differentiate Disease Subtypes and Associate With Outcome , 2017, Gastroenterology.

[45]  P. Xie,et al.  TRAF Molecules in Inflammation and Inflammatory Diseases , 2018, Current Pharmacology Reports.

[46]  Lior Pachter,et al.  Gene-level differential analysis at transcript-level resolution , 2017, Genome Biology.

[47]  E. Nimmo,et al.  Epigenetic Alterations at Diagnosis Predict Susceptibility, Prognosis and Treatment Escalation in Inflammatory Bowel Disease and IBD Character , 2017 .

[48]  David C. Wilson,et al.  Genome-wide association study implicates immune activation of multiple integrin genes in inflammatory bowel disease , 2016, Nature Genetics.

[49]  Hossam M. Hammady,et al.  Rayyan—a web and mobile app for systematic reviews , 2016, Systematic Reviews.

[50]  L. Criswell,et al.  Genome-wide profiling identifies associations between lupus nephritis and differential methylation of genes regulating tissue hypoxia and type 1 interferon responses , 2016, Lupus Science & Medicine.

[51]  Fredrik Dahl,et al.  Integrative epigenome-wide analysis demonstrates that DNA methylation may mediate genetic risk in inflammatory bowel disease , 2016, Nature Communications.

[52]  J. Satsangi,et al.  Systematic meta-analyses and field synopsis of genetic and epigenetic studies in paediatric inflammatory bowel disease , 2016, Scientific Reports.

[53]  Keunsoo Kang,et al.  A Genome-Wide Methylation Approach Identifies a New Hypermethylated Gene Panel in Ulcerative Colitis , 2016, International journal of molecular sciences.

[54]  Jing Zhao,et al.  Peripheral blood methylation profiling of female Crohn’s disease patients , 2016, Clinical Epigenetics.

[55]  E. Birney,et al.  Epigenome-wide Association Studies and the Interpretation of Disease -Omics , 2016, PLoS genetics.

[56]  A. Fanning,et al.  Differential expression of key regulators of Toll‐like receptors in ulcerative colitis and Crohn's disease: a role for Tollip and peroxisome proliferator‐activated receptor gamma? , 2015, Clinical and experimental immunology.

[57]  C. Fiocchi,et al.  Immunopathogenesis of IBD: current state of the art , 2016, Nature Reviews Gastroenterology &Hepatology.

[58]  J. Mill,et al.  DNA Methylation Profiling in Inflammatory Bowel Disease Provides New Insights into Disease Pathogenesis. , 2016, Journal of Crohn's & colitis.

[59]  Jordana T Bell,et al.  Power and sample size estimation for epigenome-wide association scans to detect differential DNA methylation , 2015, International journal of epidemiology.

[60]  V. Andersen,et al.  Heritability in Inflammatory Bowel Disease: From the First Twin Study to Genome-Wide Association Studies , 2015, Inflammatory bowel diseases.

[61]  Vibeke Andersen,et al.  Familial Risk of Inflammatory Bowel Disease: A Population-Based Cohort Study 1977–2011 , 2015, The American Journal of Gastroenterology.

[62]  S. Schurmans,et al.  The Ras/Rap GTPase activating protein RASA3: from gene structure to in vivo functions. , 2015, Advances in biological regulation.

[63]  M. Gazouli,et al.  DNA Methylation Profile of Genes Involved in Inflammation and Autoimmunity in Inflammatory Bowel Disease , 2014, Medicine.

[64]  B. Finlay,et al.  Lyn Deficiency Leads to Increased Microbiota-Dependent Intestinal Inflammation and Susceptibility to Enteric Pathogens , 2014, The Journal of Immunology.

[65]  M. Gazouli,et al.  DNA methylation changes in inflammatory bowel disease , 2014, Annals of gastroenterology.

[66]  Yan Lin,et al.  Identifying candidate genes for discrimination of ulcerative colitis and Crohn’s disease , 2014, Molecular Biology Reports.

[67]  H. Drummond,et al.  Two-stage Genome-wide Methylation Profiling in Childhood-onset Crohn's Disease Implicates Epigenetic Alterations at the VMP1/MIR21 and HLA Loci , 2014, Inflammatory bowel diseases.

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

[69]  L. Fouser,et al.  Lyn activity protects mice from DSS colitis and regulates the production of IL-22 from innate lymphoid cells , 2013, Mucosal Immunology.

[70]  Soo-Cheon Chae,et al.  Identification of the polymorphisms in IFITM1 gene and their association in a Korean population with ulcerative colitis , 2013, Immunology Letters.

[71]  E. Nimmo,et al.  Beyond Gene Discovery in Inflammatory Bowel Disease: The Emerging Role of Epigenetics , 2013, Gastroenterology.

[72]  S. Melgar,et al.  Bcl‐3 deficiency protects against dextran‐sodium sulphate‐induced colitis in the mouse , 2013, Clinical and experimental immunology.

[73]  Yan Gu,et al.  Gene expression of tumor necrosis factor receptor associated‐factor (TRAF)‐1 and TRAF‐2 in inflammatory bowel disease , 2013, Journal of digestive diseases.

[74]  P. Munkholm,et al.  Genome‐wide peripheral blood leukocyte DNA methylation microarrays identified a single association with inflammatory bowel diseases , 2012, Inflammatory bowel diseases.

[75]  M. Parkes,et al.  Mucosal genome‐wide methylation changes in inflammatory bowel disease , 2012, Inflammatory bowel diseases.

[76]  T. Down,et al.  A functional methylome map of ulcerative colitis , 2012, Genome research.

[77]  Eun Soo Kim,et al.  Abnormal Genetic and Epigenetic Changes in Signal Transducer and Activator of Transcription 4 in the Pathogenesis of Inflammatory Bowel Diseases , 2012, Digestive Diseases and Sciences.

[78]  H. Drummond,et al.  Genome‐wide methylation profiling in Crohn's disease identifies altered epigenetic regulation of key host defense mechanisms including the Th17 pathway , 2012, Inflammatory bowel diseases.

[79]  M. Fraga,et al.  Epigenetics and the environment: emerging patterns and implications , 2012, Nature Reviews Genetics.

[80]  A. Latiano,et al.  Glucocorticoid resistance in Crohn's disease and ulcerative colitis: an association study investigating GR and FKBP5 gene polymorphisms , 2011, The Pharmacogenomics Journal.

[81]  E. Ingley Functions of the Lyn tyrosine kinase in health and disease , 2012, Cell Communication and Signaling.

[82]  A. Bird,et al.  CpG islands and the regulation of transcription. , 2011, Genes & development.

[83]  U. Certa,et al.  The small interferon-induced transmembrane genes and proteins. , 2011, Journal of interferon & cytokine research : the official journal of the International Society for Interferon and Cytokine Research.

[84]  Tariq Ahmad,et al.  Genome-wide meta-analysis increases to 71 the number of confirmed Crohn's disease susceptibility loci , 2010, Nature Genetics.

[85]  Shenyuan L. Zhang,et al.  Mzb1 protein regulates calcium homeostasis, antibody secretion, and integrin activation in innate-like B cells. , 2010, Immunity.

[86]  Cisca Wijmenga,et al.  Analysis of SNPs with an effect on gene expression identifies UBE2L3 and BCL3 as potential new risk genes for Crohn's disease. , 2010, Human molecular genetics.

[87]  Judy H. Cho,et al.  Assessment of DNA methylation at the interferon regulatory factor 5 (IRF5) promoter region in inflammatory bowel diseases , 2010, International Journal of Colorectal Disease.

[88]  A. Tall,et al.  Role of HDL, ABCA1, and ABCG1 transporters in cholesterol efflux and immune responses. , 2010, Arteriosclerosis, thrombosis, and vascular biology.

[89]  Judy H. Cho,et al.  Finding the missing heritability of complex diseases , 2009, Nature.

[90]  P. Scheurich,et al.  Tumor necrosis factor receptor-associated factor-1 enhances proinflammatory TNF receptor-2 signaling and modifies TNFR1–TNFR2 cooperation , 2009, Oncogene.

[91]  M. Spehlmann,et al.  Epidemiology of inflammatory bowel disease in a German twin cohort: Results of a nationwide study , 2008, Inflammatory bowel diseases.

[92]  P. Ping,et al.  Loss of ABCG1 Results in Chronic Pulmonary Inflammation1 , 2008, The Journal of Immunology.

[93]  V. de Waard,et al.  Combined Deletion of Macrophage ABCA1 and ABCG1 Leads to Massive Lipid Accumulation in Tissue Macrophages and Distinct Atherosclerosis at Relatively Low Plasma Cholesterol Levels , 2007, Arteriosclerosis, thrombosis, and vascular biology.

[94]  A. Tall,et al.  Combined deficiency of ABCA1 and ABCG1 promotes foam cell accumulation and accelerates atherosclerosis in mice. , 2007, The Journal of clinical investigation.

[95]  Guohua Yang,et al.  IFITM1 plays an essential role in the antiproliferative action of interferon-γ , 2007, Oncogene.

[96]  K. Burns,et al.  Tollip Regulates Proinflammatory Responses to Interleukin-1 and Lipopolysaccharide , 2006, Molecular and Cellular Biology.

[97]  Sangsoo Kim,et al.  Combining multiple microarray studies and modeling interstudy variation , 2003, ISMB.

[98]  A. Svejgaard,et al.  Constitutive STAT3 Activation in Intestinal T Cells from Patients with Crohn's Disease* , 2003, The Journal of Biological Chemistry.

[99]  A. Bird DNA methylation patterns and epigenetic memory. , 2002, Genes & development.

[100]  S. Gordon,et al.  Cloning and characterization of CPVL, a novel serine carboxypeptidase, from human macrophages. , 2001, Genomics.

[101]  M. Ashburner,et al.  Gene Ontology: tool for the unification of biology , 2000, Nature Genetics.

[102]  T. Sørensen,et al.  Concordance of inflammatory bowel disease among Danish twins. Results of a nationwide study. , 2000, Scandinavian journal of gastroenterology.

[103]  O. Katoh,et al.  The Krüppel-type zinc finger family gene, HKR1, is induced in lung cancer by exposure to platinum drugs. , 1998, Gene.

[104]  A. Bird CpG-rich islands and the function of DNA methylation , 1986, Nature.