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Smaller total and subregional cerebellar volumes in posttraumatic stress disorder: a mega-analysis by the ENIGMA-PGC PTSD workgroup.

Ashley A HugginsC Lexi BairdMelvin BriggsSarah LaskowitzAhmed HussainSamar FoudaCourtney HaswellDelin SunLauren E SalminenNeda JahanshadSophia I ThomopoulosDick J VeltmanJessie L FrijlingMiranda OlffMirjam van ZuidenSaskia B J KochLaura NawjinLi WangYe ZhuGen LiDan J SteinJonathan IpserSoraya SeedatStefan du PlessisLeigh L van den HeuvelBenjamin Suarez-JimenezXi ZhuYoojean KimXiaofu HeSigal Zilcha-ManoAmit LazarovYuval NeriaJennifer S StevenKerry James ResslerTanja JovanovicSanne J H van RooijNegar FaniAnna R HudsonSven C MuellerAnika SierkAntje MantheyHenrik WalterJudith K DanielsChristian SchmahlJulia I HerzogPavel ŘíhaIvan RektorLauren A M LeboisMilissa L KaufmanElizabeth A OlsonJustin T BakerIsabelle M RossoAnthony P KingIsreal LiberzonMichael AngstadtNicholas D DavenportScott R SponheimSeth G DisnerThomas StraubeDavid HofmannRongfeng QiGuang Ming LuLee A BaughGina L ForsterRaluca M SimonsJeffrey S SimonsVincent A MagnottaKelene A FerchoAdi Maron-KatzAmit EtkinAndrew S CottonErin N O'LearyHong XieXin WangYann QuidéWissam El-HageShmuel LissekHannah BergSteven E BruceJosh CislerMarisa RossRyan J HerringaDaniel W GrupeJack B NitschkeRichard J DavidsonChristine L LarsonTerri A deRoon-CassiniCarissa N WeisJacklynn M FitzgeraldJennifer Urbano BlackfordBunmi O OlatunjiWilliam S KremenMichael J LyonsCarol E FranzEvan M GordonGeoffrey MaySteven M NelsonChadi G AbdallahIfat LevyIlan Harpaz-RotemJohn H KrystalEmily Larson DennisDavid F TateDavid X CifuWilliam C WalkerElizabeth A WildeIan H HardingRebecca KerestesPaul M ThompsonRajendra Morey
Published in: Molecular psychiatry (2024)
Although the cerebellum contributes to higher-order cognitive and emotional functions relevant to posttraumatic stress disorder (PTSD), prior research on cerebellar volume in PTSD is scant, particularly when considering subregions that differentially map on to motor, cognitive, and affective functions. In a sample of 4215 adults (PTSD n = 1642; Control n = 2573) across 40 sites from the ENIGMA-PGC PTSD working group, we employed a new state-of-the-art deep-learning based approach for automatic cerebellar parcellation to obtain volumetric estimates for the total cerebellum and 28 subregions. Linear mixed effects models controlling for age, gender, intracranial volume, and site were used to compare cerebellum volumes in PTSD compared to healthy controls (88% trauma-exposed). PTSD was associated with significant grey and white matter reductions of the cerebellum. Compared to controls, people with PTSD demonstrated smaller total cerebellum volume, as well as reduced volume in subregions primarily within the posterior lobe (lobule VIIB, crus II), vermis (VI, VIII), flocculonodular lobe (lobule X), and corpus medullare (all p -FDR  < 0.05). Effects of PTSD on volume were consistent, and generally more robust, when examining symptom severity rather than diagnostic status. These findings implicate regionally specific cerebellar volumetric differences in the pathophysiology of PTSD. The cerebellum appears to play an important role in higher-order cognitive and emotional processes, far beyond its historical association with vestibulomotor function. Further examination of the cerebellum in trauma-related psychopathology will help to clarify how cerebellar structure and function may disrupt cognitive and affective processes at the center of translational models for PTSD.
Keyphrases
  • posttraumatic stress disorder
  • social support
  • deep learning
  • white matter
  • mental health
  • skeletal muscle
  • bipolar disorder
  • depressive symptoms
  • artificial intelligence
  • neural network