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全基因组关联研究提示脂质代谢通路功能障碍与抗精神病药引起的体重增加有关:多祖验证。

Genome-wide association study implicates lipid pathway dysfunction in antipsychotic-induced weight gain: multi-ancestry validation.

机构信息

Peking University Sixth Hospital, Peking University Institute of Mental Health, Beijing, 100191, China.

National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, 100191, China.

出版信息

Mol Psychiatry. 2024 Jun;29(6):1857-1868. doi: 10.1038/s41380-024-02447-2. Epub 2024 Feb 9.

Abstract

Antipsychotic-induced weight gain (AIWG) is a common side effect of antipsychotic medication and may contribute to diabetes and coronary heart disease. To expand the unclear genetic mechanism underlying AIWG, we conducted a two-stage genome-wide association study in Han Chinese patients with schizophrenia. The study included a discovery cohort of 1936 patients and a validation cohort of 534 patients, with an additional 630 multi-ancestry patients from the CATIE study for external validation. We applied Mendelian randomization (MR) analysis to investigate the relationship between AIWG and antipsychotic-induced lipid changes. Our results identified two novel genome-wide significant loci associated with AIWG: rs10422861 in PEPD (P = 1.373 × 10) and rs3824417 in PTPRD (P = 3.348 × 10) in Chinese Han samples. The association of rs10422861 was validated in the European samples. Fine-mapping and functional annotation revealed that PEPD and PTPRD are potentially causal genes for AIWG, with their proteins being prospective therapeutic targets. Colocalization analysis suggested that AIWG and type 2 diabetes (T2D) shared a causal variant in PEPD. Polygenic risk scores (PRSs) for AIWG and T2D significantly predicted AIWG in multi-ancestry samples. Furthermore, MR revealed a risky causal effect of genetically predicted changes in low-density lipoprotein cholesterol (P = 7.58 × 10) and triglycerides (P = 2.06 × 10) caused by acute-phase of antipsychotic treatment on AIWG, which had not been previously reported. Our model, incorporating antipsychotic-induced lipid changes, PRSs, and clinical predictors, significantly predicted BMI percentage change after 6-month antipsychotic treatment (AUC = 0.79, R = 0.332). Our results highlight that the mechanism of AIWG involves lipid pathway dysfunction and may share a genetic basis with T2D through PEPD. Overall, this study provides new insights into the pathogenesis of AIWG and contributes to personalized treatment of schizophrenia.

摘要

抗精神病药引起的体重增加(AIWG)是抗精神病药物的常见副作用,可能导致糖尿病和冠心病。为了扩展 AIWG 背后不明确的遗传机制,我们对汉族精神分裂症患者进行了两阶段全基因组关联研究。该研究包括一个发现队列的 1936 名患者和一个验证队列的 534 名患者,以及来自 CATIE 研究的 630 名多血统患者用于外部验证。我们应用孟德尔随机化(MR)分析来研究 AIWG 与抗精神病药引起的脂质变化之间的关系。我们的结果确定了两个与 AIWG 相关的全新全基因组显著位点:中国汉族样本中 PEPD 中的 rs10422861(P=1.373×10)和 PTPRD 中的 rs3824417(P=3.348×10)。rs10422861 的关联在欧洲样本中得到了验证。精细映射和功能注释表明,PEPD 和 PTPRD 可能是 AIWG 的因果基因,其蛋白质是潜在的治疗靶点。共定位分析表明,AIWG 和 2 型糖尿病(T2D)在 PEPD 中共享一个因果变异体。AIWG 和 T2D 的多基因风险评分(PRS)显著预测了多血统样本中的 AIWG。此外,MR 揭示了抗精神病药治疗急性期引起的低密度脂蛋白胆固醇(P=7.58×10)和甘油三酯(P=2.06×10)的遗传预测变化对 AIWG 的风险因果效应,这是以前未曾报道过的。我们的模型,结合了抗精神病药引起的脂质变化、PRS 和临床预测因子,显著预测了 6 个月抗精神病治疗后 BMI 百分比的变化(AUC=0.79,R=0.332)。我们的结果强调了 AIWG 的机制涉及脂质途径功能障碍,并且可能通过 PEPD 与 T2D 共享遗传基础。总的来说,这项研究提供了 AIWG 发病机制的新见解,并为精神分裂症的个性化治疗做出了贡献。

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