Peking University Sixth Hospital, Peking University Institute of Mental Health, National Clinical Research Center for Mental Disorders, Peking University Sixth Hospital), NHC Key Laboratory of Mental Health (Peking University), 51 Huayuan Bei Road, Beijing, 100191, China.
Department of Psychiatry, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, SAR, China.
Behav Brain Funct. 2023 Sep 1;19(1):14. doi: 10.1186/s12993-023-00216-9.
Working memory (WM) deficits have frequently been linked to attention deficit hyperactivity disorder (ADHD). Despite previous studies suggested its high heritability, its genetic basis, especially in ADHD, remains unclear. The current study aimed to comprehensively explore the genetic basis of visual-spatial working memory (VSWM) in ADHD using wide-ranging genetic analyses.
The current study recruited a cohort consisted of 802 ADHD individuals, all met DSM-IV ADHD diagnostic criteria. VSWM was assessed by Rey-Osterrieth complex figure test (RCFT), which is a widely used psychological test include four memory indexes: detail delayed (DD), structure delayed (SD), structure immediate (SI), detail immediate (DI). Genetic analyses were conducted at the single nucleotide polymorphism (SNP), gene, pathway, polygenic and protein network levels. Polygenic Risk Scores (PRS) were based on summary statistics of various psychiatric disorders, including ADHD, autism spectrum disorder (ASD), major depressive disorder (MDD), schizophrenia (SCZ), obsessive compulsive disorders (OCD), and substance use disorder (SUD).
Analyses at the single-marker level did not yield significant results (5E-08). However, the potential signals with P values less than E-05 and their mapped genes suggested the regulation of VSWM involved both ocular and neural system related genes, moreover, ADHD-related genes were also involved. The gene-based analysis found RAB11FIP1, whose encoded protein modulates several neurodevelopment processes and visual system, as significantly associated with DD scores (P = 1.96E-06, P = 0.036). Candidate pathway enrichment analyses (N = 53) found that forebrain neuron fate commitment significantly enriched in DD (P = 4.78E-04, Padj = 0.025), and dopamine transport enriched in SD (P = 5.90E-04, Padj = 0.031). We also observed a significant negative relationship between DD scores and ADHD PRS scores (P = 0.0025, Empirical P = 0.048).
Our results emphasized the joint contribution of ocular and neural genes in regulating VSWM. The study reveals a shared genetic basis between ADHD and VSWM, with GWAS indicating the involvement of ADHD-related genes in VSWM. Additionally, the PRS analysis identifies a significant relationship between ADHD-PRS and DD scores. Overall, our findings shed light on the genetic basis of VSWM deficits in ADHD, and may have important implications for future research and clinical practice.
工作记忆(WM)缺陷与注意力缺陷多动障碍(ADHD)经常相关。尽管先前的研究表明其具有较高的遗传性,但遗传基础,特别是在 ADHD 中,仍不清楚。本研究旨在使用广泛的遗传分析全面探讨 ADHD 中视觉空间工作记忆(VSWM)的遗传基础。
本研究招募了一个由 802 名 ADHD 个体组成的队列,所有人均符合 DSM-IV ADHD 诊断标准。VSWM 通过 Rey-Osterrieth 复杂图形测试(RCFT)进行评估,RCFT 是一种广泛使用的心理测试,包括四个记忆指标:细节延迟(DD)、结构延迟(SD)、结构即时(SI)、细节即时(DI)。在单核苷酸多态性(SNP)、基因、途径、多基因和蛋白质网络水平进行遗传分析。多基因风险评分(PRS)基于包括 ADHD、自闭症谱系障碍(ASD)、重度抑郁症(MDD)、精神分裂症(SCZ)、强迫症(OCD)和物质使用障碍(SUD)在内的各种精神疾病的汇总统计数据。
单标记水平的分析没有产生显著结果(5E-08)。然而,具有 P 值小于 E-05 的潜在信号及其映射基因表明,VSWM 的调节涉及眼和神经系统相关基因,此外,还涉及 ADHD 相关基因。基于基因的分析发现,调节几种神经发育过程和视觉系统的 RAB11FIP1 与 DD 评分显著相关(P=1.96E-06,P=0.036)。候选途径富集分析(N=53)发现,前脑神经元命运决定在 DD 中显著富集(P=4.78E-04,Padj=0.025),多巴胺转运在 SD 中富集(P=5.90E-04,Padj=0.031)。我们还观察到 DD 评分与 ADHD PRS 评分之间存在显著负相关(P=0.0025,Empirical P=0.048)。
我们的结果强调了眼和神经基因在调节 VSWM 方面的共同贡献。该研究揭示了 ADHD 与 VSWM 之间存在共同的遗传基础,GWAS 表明 ADHD 相关基因参与了 VSWM。此外,PRS 分析确定了 ADHD-PRS 与 DD 评分之间存在显著关系。总体而言,我们的发现阐明了 ADHD 中 VSWM 缺陷的遗传基础,这可能对未来的研究和临床实践具有重要意义。