Genetic Insights Into Lipid Traits and Lipid-Modifying Drug Targets in Pregnancy Complications: A Two-Sample Mendelian Randomization Study

Huijing Shao,1,* Chang Xu,2,* Caihong Zhang,2 Lirong Li,3 Pengfei Wu,4 Zixi Chen,5 Rui Guan2 1Department of Obstetrics and Gynecology, Shanghai First Maternity and Infant Hospital, School of Medicine, Tongji University, Shanghai, 200092, People’s Republic of China; 2Department of Obs...

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Main Authors: Shao H, Xu C, Zhang C, Li L, Wu P, Chen Z, Guan R
Format: Article
Language:English
Published: Dove Medical Press 2025-01-01
Series:International Journal of Women's Health
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Online Access:https://www.dovepress.com/genetic-insights-into-lipid-traits-and-lipid-modifying-drug-targets-in-peer-reviewed-fulltext-article-IJWH
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author Shao H
Xu C
Zhang C
Li L
Wu P
Chen Z
Guan R
author_facet Shao H
Xu C
Zhang C
Li L
Wu P
Chen Z
Guan R
author_sort Shao H
collection DOAJ
description Huijing Shao,1,* Chang Xu,2,* Caihong Zhang,2 Lirong Li,3 Pengfei Wu,4 Zixi Chen,5 Rui Guan2 1Department of Obstetrics and Gynecology, Shanghai First Maternity and Infant Hospital, School of Medicine, Tongji University, Shanghai, 200092, People’s Republic of China; 2Department of Obstetrics and Gynecology, The First Affiliated Hospital of Naval Medical University, Shanghai, 200433, People’s Republic of China; 3Department of Traditional Chinese Gynecology, China-Japan Friendship Hospital, Beijing, 100029, People’s Republic of China; 4Department of Obstetrics and Gynecology, Hospital of Obstetrics and Gynecology, Shanghai Medical School, Fudan University, Shanghai, 200080, People’s Republic of China; 5Department of Laboratory Medicine, Putuo Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 200062, People’s Republic of China*These authors contributed equally to this workCorrespondence: Rui Guan, Department of Obstetrics and Gynecology, The First Affiliated Hospital of Naval Medical University, No. 168 Changhai Road, Yangpu District, Shanghai, 200433, People’s Republic of China, Email cngreen785@163.comBackground: Dyslipidemia is linked to pregnancy complications, but its causal role remains uncertain. This two-sample Mendelian Randomization (MR) study investigated the causal relationship between lipid traits and pregnancy complications and evaluated the impact of lipid-modifying drug targets.Methods: Genetic instruments for lipid traits and targets for lipid-modifying drugs were obtained from the Global Lipids Genetics Consortium. Three pregnancy complications’ summary statistics came from the FinnGen R9 database. Significant drug targets underwent further analysis using Expression Quantitative Trait Loci data, and mediation analysis identified potential mediators.Results: Increased high-density lipoprotein cholesterol (HDL-C) reduced the incidence of preeclampsia (OR: 0.755, 95% CI: 0.639– 0.891, p=0.001, FDR=0.012) and gestational diabetes mellitus (GDM) (OR: 0.835, 95% CI: 0.741– 0.942, p=0.003, FDR=0.018). Genetic proxies for cholesteryl ester transfer protein (CETP) inhibition correlated with a decreased risk of preeclampsia (OR: 0.863, 95% CI: 0.786– 0.947, p=0.002, FDR=0.027), while genetic inhibition of HMG-CoA reductase (HMGCR) increased preeclampsia risk (OR: 1.700, 95% CI: 1.189– 2.431, p=0.004, FDR=0.036). Genetically mimicking the enhancement of lipoprotein lipase (LPL) related to a reduced risk of GDM (OR: 0.681, 95% CI: 0.560– 0.829, p=1.29× 10− 4, FDR=0.004). Higher LPL expression in subcutaneous adipose tissue also reduced GDM risk (OR: 0.642, 95% CI: 0.454– 0.909, p=0.013). Waist circumference (4.2%) and waist-to-hip ratio adjusted by BMI (5.7%) partially mediated LPL’s effect on GDM risk.Conclusion: Elevated HDL-C levels help prevent preeclampsia and GDM. CETP and LPL could be therapeutic targets for preeclampsia and GDM, respectively. However, caution is advised with HMGCR-targeting drugs, as they may increase the preeclampsia risk.Keywords: lipids, lipid-modifying drugs, preeclampsia, gestational diabetes mellitus, Mendelian randomization
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spelling doaj-art-f40125f8e9d3441dac817ba3340ad1ed2025-02-02T15:59:39ZengDove Medical PressInternational Journal of Women's Health1179-14112025-01-01Volume 1722123499757Genetic Insights Into Lipid Traits and Lipid-Modifying Drug Targets in Pregnancy Complications: A Two-Sample Mendelian Randomization StudyShao HXu CZhang CLi LWu PChen ZGuan RHuijing Shao,1,* Chang Xu,2,* Caihong Zhang,2 Lirong Li,3 Pengfei Wu,4 Zixi Chen,5 Rui Guan2 1Department of Obstetrics and Gynecology, Shanghai First Maternity and Infant Hospital, School of Medicine, Tongji University, Shanghai, 200092, People’s Republic of China; 2Department of Obstetrics and Gynecology, The First Affiliated Hospital of Naval Medical University, Shanghai, 200433, People’s Republic of China; 3Department of Traditional Chinese Gynecology, China-Japan Friendship Hospital, Beijing, 100029, People’s Republic of China; 4Department of Obstetrics and Gynecology, Hospital of Obstetrics and Gynecology, Shanghai Medical School, Fudan University, Shanghai, 200080, People’s Republic of China; 5Department of Laboratory Medicine, Putuo Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 200062, People’s Republic of China*These authors contributed equally to this workCorrespondence: Rui Guan, Department of Obstetrics and Gynecology, The First Affiliated Hospital of Naval Medical University, No. 168 Changhai Road, Yangpu District, Shanghai, 200433, People’s Republic of China, Email cngreen785@163.comBackground: Dyslipidemia is linked to pregnancy complications, but its causal role remains uncertain. This two-sample Mendelian Randomization (MR) study investigated the causal relationship between lipid traits and pregnancy complications and evaluated the impact of lipid-modifying drug targets.Methods: Genetic instruments for lipid traits and targets for lipid-modifying drugs were obtained from the Global Lipids Genetics Consortium. Three pregnancy complications’ summary statistics came from the FinnGen R9 database. Significant drug targets underwent further analysis using Expression Quantitative Trait Loci data, and mediation analysis identified potential mediators.Results: Increased high-density lipoprotein cholesterol (HDL-C) reduced the incidence of preeclampsia (OR: 0.755, 95% CI: 0.639– 0.891, p=0.001, FDR=0.012) and gestational diabetes mellitus (GDM) (OR: 0.835, 95% CI: 0.741– 0.942, p=0.003, FDR=0.018). Genetic proxies for cholesteryl ester transfer protein (CETP) inhibition correlated with a decreased risk of preeclampsia (OR: 0.863, 95% CI: 0.786– 0.947, p=0.002, FDR=0.027), while genetic inhibition of HMG-CoA reductase (HMGCR) increased preeclampsia risk (OR: 1.700, 95% CI: 1.189– 2.431, p=0.004, FDR=0.036). Genetically mimicking the enhancement of lipoprotein lipase (LPL) related to a reduced risk of GDM (OR: 0.681, 95% CI: 0.560– 0.829, p=1.29× 10− 4, FDR=0.004). Higher LPL expression in subcutaneous adipose tissue also reduced GDM risk (OR: 0.642, 95% CI: 0.454– 0.909, p=0.013). Waist circumference (4.2%) and waist-to-hip ratio adjusted by BMI (5.7%) partially mediated LPL’s effect on GDM risk.Conclusion: Elevated HDL-C levels help prevent preeclampsia and GDM. CETP and LPL could be therapeutic targets for preeclampsia and GDM, respectively. However, caution is advised with HMGCR-targeting drugs, as they may increase the preeclampsia risk.Keywords: lipids, lipid-modifying drugs, preeclampsia, gestational diabetes mellitus, Mendelian randomizationhttps://www.dovepress.com/genetic-insights-into-lipid-traits-and-lipid-modifying-drug-targets-in-peer-reviewed-fulltext-article-IJWHlipidslipid-modifying drugspreeclampsiagestational diabetes mellitusmendelian randomization
spellingShingle Shao H
Xu C
Zhang C
Li L
Wu P
Chen Z
Guan R
Genetic Insights Into Lipid Traits and Lipid-Modifying Drug Targets in Pregnancy Complications: A Two-Sample Mendelian Randomization Study
International Journal of Women's Health
lipids
lipid-modifying drugs
preeclampsia
gestational diabetes mellitus
mendelian randomization
title Genetic Insights Into Lipid Traits and Lipid-Modifying Drug Targets in Pregnancy Complications: A Two-Sample Mendelian Randomization Study
title_full Genetic Insights Into Lipid Traits and Lipid-Modifying Drug Targets in Pregnancy Complications: A Two-Sample Mendelian Randomization Study
title_fullStr Genetic Insights Into Lipid Traits and Lipid-Modifying Drug Targets in Pregnancy Complications: A Two-Sample Mendelian Randomization Study
title_full_unstemmed Genetic Insights Into Lipid Traits and Lipid-Modifying Drug Targets in Pregnancy Complications: A Two-Sample Mendelian Randomization Study
title_short Genetic Insights Into Lipid Traits and Lipid-Modifying Drug Targets in Pregnancy Complications: A Two-Sample Mendelian Randomization Study
title_sort genetic insights into lipid traits and lipid modifying drug targets in pregnancy complications a two sample mendelian randomization study
topic lipids
lipid-modifying drugs
preeclampsia
gestational diabetes mellitus
mendelian randomization
url https://www.dovepress.com/genetic-insights-into-lipid-traits-and-lipid-modifying-drug-targets-in-peer-reviewed-fulltext-article-IJWH
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