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Blood DNA methylomic signatures associated with CSF biomarkers of Alzheimer's disease in the EMIF-AD study

  • Rebecca G. Smith
  • , Ehsan Pishva
  • , Morteza Kouhsar
  • , Jennifer Imm
  • , Valerija Dobricic
  • , Peter Johannsen
  • , Michael Wittig
  • , Andre Franke
  • , Rik Vandenberghe
  • , Jolien Schaeverbeke
  • , Yvonne Freund-Levi
  • , Lutz Frölich
  • , Philip Scheltens
  • , Charlotte E. Teunissen
  • , Giovanni Frisoni
  • , Olivier Blin
  • , Jill C. Richardson
  • , R. gis Bordet
  • , Sebastiaan Engelborghs
  • , Ellen de Roeck
  • Pablo Martinez-Lage, Miren Altuna, Mikel Tainta, Alberto Lleó, Isabel Sala, Julius Popp, Gwendoline Peyratout, Laura Winchester, Alejo Nevado-Holgado, Frans Verhey, Magda Tsolaki, Ulf Andreasson, Kaj Blennow, Henrik Zetterberg, Johannes Streffer, Stephanie J. B. Vos, Simon Lovestone, Pieter Jelle Visser, Lars Bertram, Katie Lunnon*
*Corresponding author for this work
  • University of Exeter
  • Maastricht University
  • University of Lübeck
  • University of Copenhagen
  • Kiel University
  • KU Leuven
  • Karolinska Institutet
  • Örebro University
  • Södertälje Hospital
  • Heidelberg University 
  • Vrije Universiteit Amsterdam
  • University of Geneva
  • Aix-Marseille Université
  • GlaxoSmithKline
  • Université de Lille
  • University of Antwerp
  • Vrije Universiteit Brussel
  • Fundación CITA-Alzhéimer Fundazioa
  • Hospital de La Santa Creu I Sant Pau
  • University of Zurich
  • University of Lausanne
  • University of Oxford
  • Aristotle University of Thessaloniki
  • University of Gothenburg
  • Sorbonne Université
  • University of Science and Technology of China
  • University College London
  • N.T.
  • University of Wisconsin-Madison
  • UCB S.A.
  • Johnson & Johnson

Research output: Contribution to journalArticleAcademicpeer-review

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Abstract

INTRODUCTION: We investigated blood DNA methylation patterns associated with 15 well-established cerebrospinal fluid (CSF) biomarkers of Alzheimer's disease (AD) pathophysiology, neuroinflammation, and neurodegeneration. METHODS: We assessed DNA methylation in 885 blood samples from the European Medical Information Framework for Alzheimer's Disease (EMIF-AD) study using the EPIC array. RESULTS: We identified Bonferroni-significant differential methylation associated with CSF YKL-40 (five loci) and neurofilament light chain (NfL; seven loci) levels, with two of the loci associated with CSF YKL-40 levels correlating with plasma YKL-40 levels. A co-localization analysis showed shared genetic variants underlying YKL-40 DNA methylation and CSF protein levels, with evidence that DNA methylation mediates the association between genotype and protein levels. Weighted gene correlation network analysis identified two modules of co-methylated loci correlated with several amyloid measures and enriched in pathways associated with lipoproteins and development. DISCUSSION: We conducted the most comprehensive epigenome-wide association study (EWAS) of AD-relevant CSF biomarkers to date. Future work should explore the relationship between YKL-40 genotype, DNA methylation, and protein levels in the brain. Highlights: Blood DNA methylation was assessed in the EMIF-AD MBD study. Epigenome-wide association studies (EWASs) were performed for 15 Alzheimer's disease (AD)–relevant cerebrospinal fluid (CSF) biomarker measures. Five Bonferroni-significant loci were associated with YKL-40 levels and seven with neurofilament light chain (NfL). DNA methylation in YKL-40 co-localized with previously reported genetic variation. DNA methylation potentially mediates the effect of single-nucleotide polymorphisms (SNPs) in YKL-40 on CSF protein levels.
Original languageEnglish
Pages (from-to)6722-6739
Number of pages18
JournalAlzheimer s & dementia
Volume20
Issue number10
DOIs
Publication statusPublished - 1 Oct 2024

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 2 - Zero Hunger
    SDG 2 Zero Hunger

Keywords

  • Alzheimer's disease (AD)
  • DNA methylation
  • YKL-40
  • amyloid
  • biomarker
  • blood
  • cerebrospinal fluid (CSF)
  • epigenetics
  • epigenome-wide association study (EWAS)
  • genome-wide association study (GWAS)
  • methylation quantitative trait loci (mQTL)
  • mild cognitive impairment (MCI)
  • neurofilament light (NfL)
  • protein quantitative trait loci (pQTL)
  • tau

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