Kim Yongguk, Lane Sean P, Miller Alex P, Wilhelmsen Kirk C, Gizer Ian R
Department of Psychological Sciences, University of Missouri-Columbia.
Department of Psychiatry, Indiana University School of Medicine.
medRxiv. 2024 Sep 23:2024.09.20.24313762. doi: 10.1101/2024.09.20.24313762.
Alcohol Use Disorder (AUD) is a heterogenous category with many unique configurations of symptoms. Previous investigations of AUD heterogeneity using molecular genetics methods studied the association between genetic liability and individual AUD symptoms at the latent level or focusing on a small number of genetic variants. Notably, these studies did not investigate potential severity differences between symptoms in their genetic analyses. Therefore, the current study aimed to examine the genetic risk for individual AUD symptom criteria by using a polygenic risk score (PRS) approach to assess the relative severity of each AUD symptom and test for associates with AUD symptoms above and beyond a unidimensional AUD construct. An AUD PRS was created using summary statistics obtained from published genome-wide association studies (GWAS), and Multiple Indicators Multiple Causes (MIMIC) models were employed to examine the effect of the PRS on overall AUD severity as well as on individual symptoms after accounting for this overall effect. The phenotypic severity of AUD symptoms was highly correlated with the genetic severity of AUD symptoms ( = 0.78). Results of MIMIC models indicated that the AUD PRS significantly predicted the AUD factor. Regression paths testing the unique, direct effects of the PRS on individual AUD symptoms, independent of the latent AUD factor, were not significant. These results imply that PRSs derived from GWAS of AUD influence symptom expression through a single genetic factor that is highly correlated with the relative severity of individual symptoms when measured at the phenotypic level. Item-level GWAS of AUD symptoms are needed to further parse heterogeneous symptom expression and allow for more nuanced tests of these conclusions.
酒精使用障碍(AUD)是一个具有多种独特症状组合的异质性类别。以往使用分子遗传学方法对AUD异质性的研究,在潜在层面研究了遗传易感性与个体AUD症状之间的关联,或者聚焦于少数基因变异。值得注意的是,这些研究在其遗传分析中并未调查症状之间潜在的严重程度差异。因此,本研究旨在通过使用多基因风险评分(PRS)方法来评估每种AUD症状的相对严重程度,并测试与单维AUD结构之外的AUD症状的关联,从而检验个体AUD症状标准的遗传风险。使用从已发表的全基因组关联研究(GWAS)中获得的汇总统计数据创建了一个AUD PRS,并采用多指标多原因(MIMIC)模型来检验PRS对总体AUD严重程度的影响,以及在考虑了这种总体影响后对个体症状的影响。AUD症状的表型严重程度与AUD症状的遗传严重程度高度相关(= 0.78)。MIMIC模型的结果表明,AUD PRS显著预测了AUD因子。测试PRS对个体AUD症状的独特、直接影响(独立于潜在的AUD因子)的回归路径并不显著。这些结果意味着,从AUD的GWAS中得出的PRS通过一个单一遗传因子影响症状表达,该遗传因子在表型水平测量时与个体症状的相对严重程度高度相关。需要对AUD症状进行项目层面的GWAS,以进一步剖析异质的症状表达,并对这些结论进行更细致入微的检验。