Subcortical brain alterations in major depressive disorder: findings from the ENIGMA Major Depressive Disorder working group.
L SchmaalD J VeltmanT G M van ErpP G SämannT FrodlN JahanshadE LoehrerHenning TiemeierA HofmanW J NiessenM W VernooijM A IkramK WittfeldH J GrabeA BlockK HegenscheidH VölzkeD HoehnM CzischJ LagopoulosS N HattonI B HickieR Goya-MaldonadoB KrämerO GruberB Couvy-DuchesneM E RenteríaL T StrikeN T MillsG I de ZubicarayK L McMahonS E MedlandN G MartinN A GillespieM J WrightG B HallG M MacQueenE M FreyA CarballedoL S van VelzenM J van TolN J van der WeeI M VeerH WalterK SchnellE SchrammC NormannD SchoepfC KonradB ZurowskiT NicksonA M McIntoshM PapmeyerH C WhalleyJ E SussmannB R GodlewskaP J CowenF H FischerM RoseB W J H PenninxP M ThompsonD P HibarPublished in: Molecular psychiatry (2015)
The pattern of structural brain alterations associated with major depressive disorder (MDD) remains unresolved. This is in part due to small sample sizes of neuroimaging studies resulting in limited statistical power, disease heterogeneity and the complex interactions between clinical characteristics and brain morphology. To address this, we meta-analyzed three-dimensional brain magnetic resonance imaging data from 1728 MDD patients and 7199 controls from 15 research samples worldwide, to identify subcortical brain volumes that robustly discriminate MDD patients from healthy controls. Relative to controls, patients had significantly lower hippocampal volumes (Cohen's d=-0.14, % difference=-1.24). This effect was driven by patients with recurrent MDD (Cohen's d=-0.17, % difference=-1.44), and we detected no differences between first episode patients and controls. Age of onset ⩽21 was associated with a smaller hippocampus (Cohen's d=-0.20, % difference=-1.85) and a trend toward smaller amygdala (Cohen's d=-0.11, % difference=-1.23) and larger lateral ventricles (Cohen's d=0.12, % difference=5.11). Symptom severity at study inclusion was not associated with any regional brain volumes. Sample characteristics such as mean age, proportion of antidepressant users and proportion of remitted patients, and methodological characteristics did not significantly moderate alterations in brain volumes in MDD. Samples with a higher proportion of antipsychotic medication users showed larger caudate volumes in MDD patients compared with controls. This currently largest worldwide effort to identify subcortical brain alterations showed robust smaller hippocampal volumes in MDD patients, moderated by age of onset and first episode versus recurrent episode status.
Keyphrases
- major depressive disorder
- end stage renal disease
- ejection fraction
- newly diagnosed
- magnetic resonance imaging
- chronic kidney disease
- bipolar disorder
- white matter
- prognostic factors
- healthcare
- emergency department
- resting state
- machine learning
- patient reported outcomes
- multiple sclerosis
- magnetic resonance
- data analysis
- patient reported