Epigenome-wide meta-analysis of blood DNA methylation and its association with subcortical volumes: findings from the ENIGMA Epigenetics Working Group.
Tianye JiaCongying ChuYun LiuJenny Van DongenEvangelos PapastergiosNicola J ArmstrongMark E BastinTania Carrillo-RoaAnouk den BraberMathew A HarrisRick JansenJingyu LiuMichelle LucianoAnil P S OriRoberto Roiz SantiañezBarbara RuggeriDaniil SarkisyanJean ShinKim SungeunDiana Tordesillas GutiérrezDennis Van't EntDavid AmesEric ArtigesGeorgy BakalkinTobias BanaschewskiArun L W BokdeHenry BrodatyUli BrombergRachel BrouwerChristian BüchelErin Burke QuinlanWiepke CahnGreig I de ZubicarayStefan EhrlichTomas J EkströmHerta FlorJuliane H FröhnerVincent FrouinHugh GaravanPenny GowlandAndreas HeinzJacqueline HoareBernd IttermannNeda JahanshadJiyang JiangJohn B KwokNicholas G MartinJean-Luc MartinotKaren A MatherKatie L McmahonAllan F McRaeFrauke NeesDimitri Papadopoulos OrfanosTomáš PausLuise PoustkaPhilipp G SämannPeter R SchofieldMichael N SmolkaDan J SteinLachlan T StrikeJalmar TeeuwAnbupalam ThalamuthuJulian TrollorHenrik WalterJoanna Marguerite WardlawWei WenRobert WhelanLiana G ApostolovaElisabeth B BinderDorret I BoomsmaVince D CalhounBenedicto Crespo-FacorroIan J DearyHilleke Hulshoff PolRoel A OphoffZdenka PausovaPerminder Singh SachdevAndrew J SaykinMargaret J WrightPaul M ThompsonGunter SchumannSylvane DesrivièresPublished in: Molecular psychiatry (2019)
DNA methylation, which is modulated by both genetic factors and environmental exposures, may offer a unique opportunity to discover novel biomarkers of disease-related brain phenotypes, even when measured in other tissues than brain, such as blood. A few studies of small sample sizes have revealed associations between blood DNA methylation and neuropsychopathology, however, large-scale epigenome-wide association studies (EWAS) are needed to investigate the utility of DNA methylation profiling as a peripheral marker for the brain. Here, in an analysis of eleven international cohorts, totalling 3337 individuals, we report epigenome-wide meta-analyses of blood DNA methylation with volumes of the hippocampus, thalamus and nucleus accumbens (NAcc)-three subcortical regions selected for their associations with disease and heritability and volumetric variability. Analyses of individual CpGs revealed genome-wide significant associations with hippocampal volume at two loci. No significant associations were found for analyses of thalamus and nucleus accumbens volumes. Cluster-based analyses revealed additional differentially methylated regions (DMRs) associated with hippocampal volume. DNA methylation at these loci affected expression of proximal genes involved in learning and memory, stem cell maintenance and differentiation, fatty acid metabolism and type-2 diabetes. These DNA methylation marks, their interaction with genetic variants and their impact on gene expression offer new insights into the relationship between epigenetic variation and brain structure and may provide the basis for biomarker discovery in neurodegeneration and neuropsychiatric conditions.
Keyphrases
- dna methylation
- genome wide
- gene expression
- white matter
- systematic review
- type diabetes
- copy number
- meta analyses
- cerebral ischemia
- stem cells
- resting state
- single cell
- fatty acid
- randomized controlled trial
- case control
- cardiovascular disease
- poor prognosis
- adipose tissue
- subarachnoid hemorrhage
- risk assessment
- deep brain stimulation
- high throughput
- mesenchymal stem cells
- glycemic control
- long non coding rna
- binding protein
- blood brain barrier
- genome wide association