Dattilo Vincenzo, Ulivi Sheila, Minelli Alessandra, La Bianca Martina, Giacopuzzi Edoardo, Bortolomasi Marco, Bignotti Stefano, Gennarelli Massimo, Gasparini Paolo, Concas Maria Pina
Genetics Unit, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy.
Institute for Maternal and Child Health-IRCCS Burlo Garofolo, Trieste, Italy.
World J Biol Psychiatry. 2023 Feb;24(2):135-148. doi: 10.1080/15622975.2022.2082523. Epub 2022 Jun 20.
Major depressive disorder (MDD) is a psychiatric disorder with pathogenesis influenced by both genetic and environmental factors. To date, the molecular-level understanding of its aetiology remains unclear. Thus, we aimed to identify genetic variants and susceptibility genes for MDD with a genome-wide association study (GWAS) approach.
We performed a meta-analysis of GWASs and a gene-based analysis on two Northern Italy isolated populations (cases/controls = 166/472 and 33/320), followed by replication and polygenic risk score (PRS) analyses in Italian independent samples (cases = 464, controls = 339).
We identified two novel MDD-associated genes, (lead SNP rs867262, = 3.82 × 10) and (rs6729523, = 1.25 × 10). The gene-based analysis revealed another six genes ( < 2.703 × 10): , , , , , and . No replication of the genome-wide significant SNPs was found in the independent cohort, even if 14 SNPs around showed association with MDD and related phenotypes at the nominal level of (<0.05). Furthermore, the PRS model developed in the discovery cohort discriminated cases and controls in the replication cohort.
Our work suggests new possible genes associated with MDD, and the PRS analysis confirms the polygenic nature of this disorder. Future studies are required to better understand the role of these findings in MDD.
重度抑郁症(MDD)是一种精神疾病,其发病机制受遗传和环境因素影响。迄今为止,对其病因的分子水平理解仍不清楚。因此,我们旨在采用全基因组关联研究(GWAS)方法鉴定MDD的遗传变异和易感基因。
我们对两个意大利北部隔离人群(病例/对照 = 166/472和33/320)进行了GWAS的荟萃分析和基于基因的分析,随后在意大利独立样本(病例 = 464,对照 = 339)中进行了重复和多基因风险评分(PRS)分析。
我们鉴定出两个与MDD相关的新基因,(先导单核苷酸多态性rs867262,P = 3.82×10)和(rs6729523,P = 1.25×10)。基于基因的分析揭示了另外六个基因(P < 2.703×10):,,,,,和。在独立队列中未发现全基因组显著单核苷酸多态性的重复,即使在名义水平(P < 0.05)下,周围的14个单核苷酸多态性与MDD及相关表型显示出关联。此外,在发现队列中开发的PRS模型区分了重复队列中的病例和对照。
我们的工作提示了与MDD相关的新的可能基因,并且PRS分析证实了该疾病的多基因性质。需要进一步的研究来更好地理解这些发现在MDD中的作用。