Subcortical volumes across the lifespan: Data from 18,605 healthy individuals aged 3-90 years.
Danai DimaAmirhossein ModabberniaEfstathios PapachristouGaelle Eve DoucetIngrid AgartzMoji AghajaniTheophilus N AkudjeduAnton Albajes-EizagirreDag AlnaesKathryn I AlpertMicael AnderssonNancy C AndreasenOle A AndreassenPhilip AshersonTobias BanaschewskiNuria BargalloSarah BaumeisterRamona Baur-StreubelAlessandro BertolinoAurora BonvinoDorret I BoomsmaStefan BorgwardtJosiane BourqueDaniel BrandeisAlan BreierHenry BrodatyRachel M BrouwerJan K BuitelaarGeraldo F BusattoRandy L BucknerVincent CalhounErick J Canales-RodríguezDara M CannonXavier CaserasFrancisco X CastellanosSimon CervenkaTiffany M Chaim-AvanciniChristopher R K ChingVictoria ChubarVincent P ClarkPatricia ConrodAnnette ConzelmannBenedicto Crespo-FacorroFabrice CrivelloEveline A CroneUdo DannlowskiAnders M DaleChristopher DaveyEco J C de GeusLieuwe de HaanGreig I de ZubicarayAnouk den BraberErin W DickieAnnabella Di GiorgioNhat Trung DoanErlend S DørumStefan EhrlichSusanne ErkThomas EspesethHelena Fatouros-BergmanSimon E FisherJean-Paul FoucheBarbara FrankeThomas FrodlPaola Fuentes-ClaramonteDavid C GlahnIan H GotlibHans-Jörgen GrabeOliver GrimmNynke A GroenewoldDominik GrotegerdOliver GruberPatricia GrunerRachel E GurRuben C GurTim HahnBen J HarrisonCatharine A HartmanSean N HattonAndreas HeinzDirk J HeslenfeldDerrek P HibarIan B HickieBeng-Choon HoPieter J HoekstraSarah HohmannAvram J HolmesMartine HoogmanNorbert HostenFleur M HowellsHilleke E Hulshoff PolChaim HuyserNeda JahanshadAnthony JamesTerry L JerniganJiyang JiangErik G JönssonJohn A JoskaRene KahnAndrew KalninRyota KanaiMarieke KleinTatyana P KlyushnikLaura KoendersSanne KoopsBernd KrämerJonna KuntsiJim LagopoulosLuisa LázaroIrina LebedevaWon Hee LeeKlaus-Peter LeschChristine LochnerMarise W J MachielsenSophie MaingaultNicholas G MartinIgnacio Martínez-ZalacaínDavid Mataix-ColsBernard MazoyerColm McDonaldBrenna C McDonaldAndrew M McIntoshKatie L McMahonGenevieve McPhilemySusanne MeinertJosé M MenchónSarah E MedlandAndreas Meyer-LindenbergJilly NaaijenPablo NajtTomohiro NakaoJan E NordvikLars NybergJaap OosterlaanVíctor Ortiz-García de la FozYannis PaloyelisPaul PauliGiulio PergolaEdith Pomarol-ClotetMaria J PortellaSteven G PotkinJoaquim RaduaAndreas ReifDaniel A RinkerJoshua L RoffmanPedro G P RosaMatthew D SacchetPerminder S SachdevRaymond SalvadorPascual Sánchez-JuanSalvador SarróTheodore D SatterthwaiteAndrew J SaykinMauricio H SerpaLianne SchmaalKnut SchnellGunter SchumannKang SimJordan W SmollerIris SommerCarles Soriano-MasDan J SteinLachlan T StrikeSuzanne C SwagermanChristian K TamnesHenk S TemminghSophia I ThomopoulosAlexander S TomyshevDiana Tordesillas-GutiérrezJulian N TrollorJessica A TurnerAnne UhlmannOdile A van den HeuvelDennis van den MeerNic J A van der WeeNeeltje E M van HarenDennis Van't EntTheo G M van ErpIlya M VeerDick J VeltmanAristotle VoineskosHenry VölzkeHenrik WalterEsther WaltonLei WangYang WangThomas H WassinkBernd WeberWei WenJohn D WestLars T WestlyeHeather WhalleyLara M WierengaSteven C R WilliamsKatharina WittfeldDaniel H WolfAmanda WorkerMargaret J WrightKun YangYulyia YonchevaMarcus V ZanettiGeorg C ZieglerPaul M ThompsonSophia Frangounull nullPublished in: Human brain mapping (2021)
Age has a major effect on brain volume. However, the normative studies available are constrained by small sample sizes, restricted age coverage and significant methodological variability. These limitations introduce inconsistencies and may obscure or distort the lifespan trajectories of brain morphometry. In response, we capitalized on the resources of the Enhancing Neuroimaging Genetics through Meta-Analysis (ENIGMA) Consortium to examine age-related trajectories inferred from cross-sectional measures of the ventricles, the basal ganglia (caudate, putamen, pallidum, and nucleus accumbens), the thalamus, hippocampus and amygdala using magnetic resonance imaging data obtained from 18,605 individuals aged 3-90 years. All subcortical structure volumes were at their maximum value early in life. The volume of the basal ganglia showed a monotonic negative association with age thereafter; there was no significant association between age and the volumes of the thalamus, amygdala and the hippocampus (with some degree of decline in thalamus) until the sixth decade of life after which they also showed a steep negative association with age. The lateral ventricles showed continuous enlargement throughout the lifespan. Age was positively associated with inter-individual variability in the hippocampus and amygdala and the lateral ventricles. These results were robust to potential confounders and could be used to examine the functional significance of deviations from typical age-related morphometric patterns.
Keyphrases
- magnetic resonance imaging
- resting state
- functional connectivity
- systematic review
- white matter
- prefrontal cortex
- cross sectional
- cerebral ischemia
- depressive symptoms
- randomized controlled trial
- minimally invasive
- computed tomography
- cognitive impairment
- magnetic resonance
- machine learning
- deep brain stimulation
- big data
- stress induced
- case control
- deep learning
- meta analyses
- climate change
- contrast enhanced