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多基因风险评分对接受致体重增加精神药物治疗的精神科人群血脂水平及血脂异常的影响。

Influence of polygenic risk scores on lipid levels and dyslipidemia in a psychiatric population receiving weight gain-inducing psychotropic drugs.

作者信息

Delacrétaz Aurélie, Lagares Santos Patricia, Saigi Morgui Nuria, Vandenberghe Frederik, Glatard Anaïs, Gholam-Rezaee Mehdi, von Gunten Armin, Conus Philippe, Eap Chin B

机构信息

aUnit of Pharmacogenetics and Clinical Psychopharmacology, Department of Psychiatry, Centre for Psychiatric Neuroscience bDepartment of Psychiatry, Centre of Psychiatric Epidemiology and Psychopathology cDepartment of Psychiatry, Service of Old Age Psychiatry dDepartment of Psychiatry, Service of General Psychiatry, Lausanne University Hospital, Prilly eSchool of Pharmaceutical Sciences, University of Geneva-Lausanne, Geneva, Switzerland.

出版信息

Pharmacogenet Genomics. 2017 Dec;27(12):464-472. doi: 10.1097/FPC.0000000000000313.

Abstract

OBJECTIVES

Dyslipidemia represents a major health issue in psychiatry. We determined whether weighted polygenic risk scores (wPRSs) combining multiple single-nucleotide polymorphisms (SNPs) associated with lipid levels in the general population are associated with lipid levels [high-density lipoprotein (HDL), low-density lipoprotein (LDL), total cholesterol (TC), and triglycerides] and/or dyslipidemia in patients receiving weight gain-inducing psychotropic drugs. We also determined whether genetics improve the predictive power of dyslipidemia.

PATIENTS AND METHODS

The influence of wPRS on lipid levels was firstly assessed in a discovery psychiatric sample (n=332) and was then tested for replication in an independent psychiatric sample (n=140). The contribution of genetic markers to predict dyslipidemia was evaluated in the combined psychiatric sample.

RESULTS

wPRSs were significantly associated with the four lipid traits in the discovery (P≤0.02) and in the replication sample (P≤0.03). Patients whose wPRS was higher than the median wPRS had significantly higher LDL, TC, and triglyceride levels (0.20, 0.32 and 0.26 mmol/l, respectively; P≤0.004) and significantly lower HDL levels (0.13 mmol/l; P<0.0001) compared with others. Adding wPRS to clinical data significantly improved dyslipidemia prediction of HDL (P=0.03) and a trend for improvement was observed for the prediction of TC dyslipidemia (P=0.08).

CONCLUSION

Population-based wPRSs have thus significant effects on lipid levels in the psychiatric population. As genetics improved the predictive power of dyslipidemia development, only 24 patients need to be genotyped to prevent the development of one case of HDL hypocholesterolemia. If confirmed by further prospective investigations, the present results could be used for individualizing psychotropic treatment.

摘要

目的

血脂异常是精神病学中的一个主要健康问题。我们确定了结合一般人群中与血脂水平相关的多个单核苷酸多态性(SNP)的加权多基因风险评分(wPRS)是否与接受导致体重增加的精神药物治疗的患者的血脂水平[高密度脂蛋白(HDL)、低密度脂蛋白(LDL)、总胆固醇(TC)和甘油三酯]和/或血脂异常相关。我们还确定了遗传学是否能提高血脂异常的预测能力。

患者和方法

首先在一个发现性精神病学样本(n = 332)中评估wPRS对血脂水平的影响,然后在一个独立的精神病学样本(n = 140)中进行重复测试。在合并的精神病学样本中评估遗传标记对预测血脂异常的贡献。

结果

wPRS在发现性样本(P≤0.02)和重复样本(P≤0.03)中均与四种血脂特征显著相关。wPRS高于中位数wPRS的患者与其他患者相比,LDL、TC和甘油三酯水平显著更高(分别为0.20、0.32和0.26 mmol/L;P≤0.004),HDL水平显著更低(0.13 mmol/L;P<0.0001)。将wPRS添加到临床数据中显著改善了HDL血脂异常的预测(P = 0.03),并且在TC血脂异常的预测中观察到改善趋势(P = 0.08)。

结论

基于人群的wPRS对精神病学人群的血脂水平有显著影响。由于遗传学提高了血脂异常发生的预测能力,仅需对24名患者进行基因分型即可预防一例HDL低胆固醇血症病例的发生。如果进一步的前瞻性研究证实,本研究结果可用于精神药物治疗的个体化。

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