Liao Shu-Fen, Chan Ta-Chien, Su Mei-Hsin, Lin Mei-Chen, Wu Chi-Shin, Fan Chun-Chieh, Wang Shi-Heng
Department of Medical Research, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan.
School of Public Health, College of Public Health, Taipei Medical University, Taipei, Taiwan.
Ann Gen Psychiatry. 2025 Apr 3;24(1):20. doi: 10.1186/s12991-025-00559-9.
Genetic susceptibility to mental health and cognitive traits, as well as air pollution, significantly impact cognition. The interplay between polygenic liability and fine particulate matter (PM) remains unclear due to the limited number of large-scale studies in Asia. This study utilized the Taiwan Biobank, a nationwide community-based database, to investigate the main and modified effect of PM on individuals' polygenic susceptibility in cognition.
Polygenic risk score (PRS) for cognitive performance (CP PRS), Alzheimer's disease (AD PRS), schizophrenia (SCZ PRS), and major depression (MDD PRS) were computed representing genetic susceptibility for an individual. APOE genotype was classified into E3/E3, E3/E4, and E4/E4. The five-year average concentration of PM from satellite images was used for defining environmental exposure. Cognitive performance was evaluated via the Mini-Mental State Examination (MMSE) score. The association between personal genetic susceptibility, PM, and cognitive performance was examined using multilevel linear regression with the adjustment of age, sex, batch effect, and population stratification effect. The gene-environment synergism was examined with the inclusion of product term of PM and PRS in the multivariate model.
Our analyses included 25,593 participants from 164 townships. Participants exposed to higher PM concentrations had a lower MMSE score (Beta=-0.0830 corresponding to a 1 µg/m increase in PM concentration, 95% CI, -0.0973 to -0.0688, p-value < 0.0001). After controlling for PM concentration, CP PRS (Beta = 0.1729, 95% CI, 0.1470 to 0.1988, p-value < 0.0001), SCZ PRS (Beta=-0.0632, 95% CI, -0.0891 to -0.0374, p-value < 0.0001), and AD PRS (Beta=-0.0321, 95% CI, -0.0580 to -0.0062, p-value = 0.0153) were associated with MMSE score. After further examination of gene-environment synergism, no interaction effect was identified, indicating different mechanism of PM and genetic liability to influence cognitive performance.
Human polygenic loading and PM may impact cognition via an independent pathway. A prevention strategy targeting air pollution reduction may effectively improve the cognitive performance. Multiple exposures and their influences on the long-term change of cognition were required in future research.
心理健康和认知特征的遗传易感性以及空气污染对认知有显著影响。由于亚洲大规模研究数量有限,多基因易感性与细颗粒物(PM)之间的相互作用尚不清楚。本研究利用台湾生物银行这一全国性社区数据库,调查PM对个体认知多基因易感性的主要和修正效应。
计算认知表现(CP PRS)、阿尔茨海默病(AD PRS)、精神分裂症(SCZ PRS)和重度抑郁症(MDD PRS)的多基因风险评分(PRS),以代表个体的遗传易感性。APOE基因型分为E3/E3、E3/E4和E4/E4。利用卫星图像获取的PM五年平均浓度来定义环境暴露。通过简易精神状态检查表(MMSE)评分评估认知表现。采用多水平线性回归,对年龄、性别、批次效应和人群分层效应进行调整,研究个人遗传易感性、PM与认知表现之间的关联。在多变量模型中纳入PM与PRS的乘积项,以检验基因 - 环境协同作用。
我们的分析纳入了来自164个乡镇的25593名参与者。暴露于较高PM浓度的参与者MMSE评分较低(PM浓度每增加1μg/m³,β = -0.0830,95%置信区间为-0.0973至-0.0688,p值<0.0001)。在控制PM浓度后,CP PRS(β = 0.1729,95%置信区间为0.1470至0.1988,p值<0.0001)、SCZ PRS(β = -0.0632,95%置信区间为-0.0891至-0.0374,p值<0.0001)和AD PRS(β = -0.0321,95%置信区间为-0.0580至-0.0062,p值 = 0.0153)与MMSE评分相关。在进一步检验基因 - 环境协同作用后,未发现交互作用效应,表明PM和遗传易感性影响认知表现的机制不同。
人类多基因负荷和PM可能通过独立途径影响认知。针对减少空气污染的预防策略可能有效改善认知表现。未来研究需要考虑多种暴露及其对认知长期变化的影响。