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Imaging genetics paradigms in depression research: systematic review and meta-analysis
journal contributionposted on 2018-08-30, 00:00 authored by Lícia P Pereira, Cristiano A Köhler, Brendon Stubbs, Kamilla W Miskowiak, Gerwyn Morris, Bárbara P de Freitas, Trevor Thompson, Brisa Simoes Fernandes, André R Brunoni, Michael Maes, Diego A Pizzagalli, André F Carvalho
Imaging genetics studies involving participants with major depressive disorder (MDD) have expanded. Nevertheless, findings have been inconsistent. Thus, we conducted a systematic review and meta-analysis of imaging genetics studies that enrolled MDD participants across major databases through June 30th, 2017. Sixty-five studies met eligibility criteria (N = 4034 MDD participants and 3293 controls), and there was substantial between-study variability in the methodological quality of included studies. However, few replicated findings emerged from this literature with only 22 studies providing data for meta-analyses (882 participants with MDD and 616 controls). Total hippocampal volumes did not significantly vary in MDD participants or controls carrying either the BDNF Val66Met 'Met' (386 participants with MDD and 376 controls) or the 5-HTTLPR short 'S' (310 participants with MDD and 230 controls) risk alleles compared to non-carriers. Heterogeneity across studies was explored through meta-regression and subgroup analyses. Gender distribution, the use of medications, segmentation methods used to measure the hippocampus, and age emerged as potential sources of heterogeneity across studies that assessed the association of 5-HTTLPR short 'S' alleles and hippocampal volumes. Our data also suggest that the methodological quality of included studies, publication year, and the inclusion of brain volume as a covariate contributed to the heterogeneity of studies that assessed the association of the BDNF Val66Met 'Met' risk allele and hippocampal volumes. In exploratory voxel-wise meta-analyses, MDD participants carrying the 5-HTTLPR short 'S' allele had white matter microstructural abnormalities predominantly in the corpus callosum, while carriers of the BDNF Val66Met 'Met' allele had larger gray matter volumes and hyperactivation of the right middle frontal gyrus compared to non-carriers. In conclusion, few replicated findings emerged from imaging genetics studies that included participants with MDD. Nevertheless, we explored and identified specific sources of heterogeneity across studies, which could provide insights to enhance the reproducibility of this emerging field.
JournalProgress in neuro-psychopharmacology and biological psychiatry
Pagination102 - 113
LocationAmsterdam, The Netherlands
Publication classificationC1 Refereed article in a scholarly journal
Copyright notice2018, Elsevier Inc.
CategoriesNo categories selected
DepressionGenetic polymorphismsDiffusion tensor imagingMagnetic resonance imagingVoxel-based morphometryMeta-analysisScience & TechnologyLife Sciences & BiomedicineClinical NeurologyNeurosciencesPharmacology & PharmacyPsychiatryNeurosciences & NeurologyBDNF VAL66MET POLYMORPHISMSEROTONIN TRANSPORTER GENEHIPPOCAMPAL VOLUMEMAJOR DEPRESSIONBRAIN STRUCTUREFUNCTIONAL CONNECTIVITYBIPOLAR DISORDERRISK VARIANTSBIASSTRESS