Wang Xiaomeng, Wu Dai, Luo Tengfei, Fan Weinü, Li Jinchen
Department of Neurology, Ningbo No. 2 Hospital, Ningbo Zhejiang 315010.
Guoke Ningbo Life Science and Health Industry Research Institute, Ningbo Zhejiang 315000.
Zhong Nan Da Xue Xue Bao Yi Xue Ban. 2024 Aug 28;49(8):1187-1199. doi: 10.11817/j.issn.1672-7347.2024.240177.
Autism spectrum disorder (ASD) is a complex neurodevelopmental disorder. Prior research suggests that genetic susceptibility and environmental exposures, such as maternal preeclampsia (PE) during pregnancy, play key roles in ASD pathogenesis. However, the specific effects of the interaction between genetic and environmental factors on ASD phenotype severity remain unclear. This study aims to investigate how interactions between de novo variants (DNVs) and common variants in individual genomes and PE exposure affect ASD symptom severity by constructing a gene-environment model.
Phenotypic data were obtained from the Simons Simplex Collection (SSC) database for idiopathic ASD patients aged 4-18. Subjects were divided based on maternal PE status: PE (exposed) and PE (unexposed) groups. Those without DNVs were divided into DNVPE and DNVPE groups, and those with DNVs into DNVPE and DNVPE groups. Based on polygenic risk scores (PRS), subjects below the median were classified into PRSPE and PRSPE groups, and those at or above the median into PRSPE and PRSPE groups. Core ASD phenotypic assessed included adaptive and cognitive abilities, social reciprocity, language and communication skills, and repetitive behaviors. Adaptive and cognitive abilities were scored using adaptive behavior composite scores from the Vineland Adaptive Behavior Scales, Second Edition (VABS-II), along with verbal intelligence quotient (VIQ) and nonverbal intelligence quotient (NVIQ) scores from the SSC database. Social reciprocity abilities were measured using the social domain scores from the Autism Diagnostic Interview-Revised (ADI-R SD), social affective domain scores from the Autism Diagnostic Observation Schedule (ADOS SA), and normalized scores from the Social Responsiveness Scale (SRS). Language and communication abilities were assessed through verbal communication domain (ADI-R VC), nonverbal communication domain (ADI-R NVC) scores from ADI-R, and the communication and social domain scores from ADOS (ADOS CS). Repetitive behaviors were measured using the restricted and repetitive behaviors domain scores from ADI-R (ADI-R RRB), the repetitive domain scores from ADOS (ADOS REP), and the overall scores from the Repetitive Behavior Scale-Revised (RBS-R). Linear regression models were constructed to explore the impact of PE exposure and its interaction with individual genomes (including DNVs and common variants) on core ASD phenotypes. Additionally, ASD candidate genes associated with DNVs underwent gene ontology (GO) enrichment analysis via Metascape, and temporal and spatial gene expression patterns were examined using RNA sequencing (RNA-seq) data from the BrainSpan database.
A total of 2 439 ASD patients with recorded DNV information and confirmed PE exposure status were included, with 146 in the PE group and 2 293 in the PE group. There was a trend toward differences between these two groups in SRS (=2.01, =0.08) and ADI-R NVC (=-0.62, =0.09). Among the 2 439 participants, there were 1 454 in the DNVPE group, 90 in the DNVPE group, 839 in the DNVPE group, and 56 in the DNVPE group. Analysis of the main effect of PE exposure showed significant impacts on SRS (=3.71, =0.01) and RBS-R (=4.54, =0.05). Interaction analysis between DNVs and PE exposure revealed a trend toward significance in SRS (=-4.17, =0.06). In the 2 236 participants with available PRS data, there were 1 033 in the PRSPE group, 72 in the PRSPE group, 1 069 in the PRSPE group, and 62 in the PRSPE group. Analysis of the main effect of PE exposure showed significant impacts on SRS (=4.32, <0.001) and RBS-R (=5.87, =0.02). The interaction between PRS and PE exposure showed significant effects on SRS (=-4.90, =0.03) and ADI-R NVC (=-1.43, =0.04), with trends in NVIQ (=9.61, =0.08) and RBS-R (=-6.20, =0.08). Additionally, DNV-enriched genes in PE-exposed patients were associated with regulatory of epithelial-to-mesenchymal transition and DNA-binding transcription factor activity. Temporal and spatial expression pattern analysis indicated that genes enriched in these regulatory processes showed higher expression levels prenatally compared to postnatally.
PE exposure, an environmental factor influencing ASD, is associated with increased ASD symptom severity. The interaction of PE exposure with genetic factors is crucial in modulating ASD phenotypes. Among PE-exposed individuals, ASD patients with high genetic risk for common variants may show improvements in social reciprocity and communication skills. In contrast, while DNVs may also aid in symptom improvement, their impact is less pronounced than that of common variants. These differences suggest that under similar PE exposure conditions, ASD patients with DNVs or high-risk common variants may exhibit varying degrees of symptom changes. ASD pathology research should consider the combined influence of genetic and environmental factors.
自闭症谱系障碍(ASD)是一种复杂的神经发育障碍。先前的研究表明,遗传易感性和环境暴露,如孕期母亲子痫前期(PE),在ASD发病机制中起关键作用。然而,遗传和环境因素之间的相互作用对ASD表型严重程度的具体影响仍不清楚。本研究旨在通过构建基因-环境模型,探讨个体基因组中新生变异(DNV)与常见变异之间的相互作用以及PE暴露如何影响ASD症状严重程度。
从西蒙斯单纯型病例集(SSC)数据库获取4至18岁特发性ASD患者的表型数据。根据母亲的PE状态将受试者分为:PE(暴露)组和PE(未暴露)组。无DNV的受试者分为DNVPE和DNVPE组,有DNV的受试者分为DNVPE和DNVPE组。根据多基因风险评分(PRS),中位数以下的受试者分为PRSPE和PRSPE组,中位数及以上的受试者分为PRSPE和PRSPE组。评估的核心ASD表型包括适应性和认知能力、社交互惠、语言和沟通技能以及重复行为。使用《文兰适应行为量表第二版》(VABS-II)的适应行为综合得分以及SSC数据库中的言语智商(VIQ)和非言语智商(NVIQ)得分对适应性和认知能力进行评分。使用《自闭症诊断访谈修订版》(ADI-R SD)的社交领域得分、《自闭症诊断观察量表》(ADOS SA)的社交情感领域得分以及《社会反应量表》(SRS)的标准化得分来测量社交互惠能力。通过ADI-R的言语交流领域(ADI-R VC)、非言语交流领域(ADI-R NVC)得分以及ADOS的交流和社交领域得分(ADOS CS)来评估语言和沟通能力。使用ADI-R的受限和重复行为领域得分(ADI-R RRB)、ADOS的重复领域得分(ADOS REP)以及《重复行为量表修订版》(RBS-R)的总分来测量重复行为。构建线性回归模型,以探讨PE暴露及其与个体基因组(包括DNV和常见变异)的相互作用对核心ASD表型的影响。此外,对与DNV相关的ASD候选基因通过Metascape进行基因本体(GO)富集分析,并使用来自BrainSpan数据库的RNA测序(RNA-seq)数据检查时空基因表达模式。
共纳入2439例记录了DNV信息并确认了PE暴露状态的ASD患者,其中PE组146例,PE组2293例。两组在SRS(=2.01,=0.08)和ADI-R NVC(=-0.62,=0.09)方面存在差异趋势。在2439名参与者中,DNVPE组有1454例,DNVPE组有90例,DNVPE组有839例,DNVPE组有56例。PE暴露的主效应分析显示对SRS(=3.71,=0.01)和RBS-R(=4.54,=0.05)有显著影响。DNV与PE暴露之间的相互作用分析显示SRS有显著趋势(=-4.17,=0.06)。在2236名有可用PRS数据的参与者中,PRSPE组有1033例,PRSPE组有72例,PRSPE组有1069例,PRSPE组有62例。PE暴露的主效应分析显示对SRS(=4.32,<0.001)和RBS-R(=5.87,=0.02)有显著影响。PRS与PE暴露之间的相互作用对SRS(=-4.90,=0.03)和ADI-R NVC(=-1.43,=0.04)有显著影响,NVIQ(=9.61,=0.08)和RBS-R(=-6.20,=0.08)有趋势。此外,PE暴露患者中富含DNV的基因与上皮-间质转化调节和DNA结合转录因子活性相关。时空表达模式分析表明,在这些调节过程中富集的基因在产前比产后表达水平更高。
PE暴露作为影响ASD的环境因素,与ASD症状严重程度增加相关。PE暴露与遗传因素的相互作用在调节ASD表型方面至关重要。在PE暴露个体中,常见变异遗传风险高的ASD患者可能在社交互惠和沟通技能方面有所改善。相比之下,虽然DNV也可能有助于症状改善,但其影响不如常见变异明显。这些差异表明,在相似的PE暴露条件下,有DNV或高风险常见变异的ASD患者可能表现出不同程度的症状变化。ASD病理学研究应考虑遗传和环境因素的综合影响。