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Updated: Jan 31, 2026

Automated Segmentation of Cortical Grey Matter from T1-Weighted MRI Images
Published on: January 7, 2019
Lifetime major depression and grey-matter volume
Marie-Laure Ancelin1, Isabelle Carrière1, Sylvaine Artero1
1From INSERM, Univ Montpellier, Neuropsychiatry: Epidemiological and Clinical Research, Montpellier, France (Ancelin, Carrière, Artero, Ritchie, Ryan, Chaudieu); Monash Alfred Psychiatry Research Centre, Central Clinical School, Monash University and Alfred Hospital, Australia (Maller); Centre for Mental Health Research, Australian National University, Canberra, Australia (Maller, Meslin); General Electric Healthcare, Australia (Maller); Center for Clinical Brain Sciences, University of Edinburgh, Edinburgh, United Kingdom (Ritchie); and Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Australia (Ryan).
Major depressive disorder (MDD) is linked to brain structure changes, including smaller deep nuclei and insula, and larger visual cortex areas. These brain alterations in MDD vary by age of onset and genetic factors.
Area of Science:
- Neuroscience
- Psychiatry
- Neuroimaging
Background:
- Major depressive disorder (MDD) is associated with structural brain alterations.
- The influence of age at onset and genetic vulnerability on these alterations is not well understood.
- This study investigates the relationship between lifetime MDD, grey-matter volume, and factors like sex and serotonin transporter-linked promoter region (5-HTTLPR) genotype.
Purpose of the Study:
- To examine if lifetime MDD is associated with specific grey-matter volume alterations.
- To determine if these alterations differ based on sex or 5-HTTLPR genotype.
- To explore variations in brain structure related to age at MDD onset.
Main Methods:
- Structural MRI scans were acquired from 610 community-dwelling participants.
- Grey-matter volume in 16 subregions was quantified using FreeSurfer software.
- MDD was diagnosed using DSM-IV criteria, with analyses adjusted for covariates.
Main Results:
- Lifetime MDD correlated with smaller insula, thalamus, ventral diencephalon, pallidum, and nucleus accumbens, and larger pericalcarine regions.
- Sex-specific differences were observed: smaller caudate nucleus and amygdala in men, larger rostral anterior cingulate cortex in women.
- Age of onset influenced alterations: late-onset MDD associated with larger rostral anterior cingulate cortex, lingual, and pericalcarine regions; early-onset with smaller ventral diencephalon and nucleus accumbens.
- 5-HTTLPR genotype modulated some associations, with thalamus smaller in LL genotype and pericalcarine/lingual volumes higher in SL genotype.
Conclusions:
- MDD is associated with persistent volume reductions in deep nuclei and insula, and enlargements in visual cortex subregions.
- Brain structural alterations in MDD are influenced by age of onset and genetic factors.
- Findings highlight the heterogeneity of brain changes in MDD based on individual characteristics.
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