Miao Shui , Guoke Yang , Jiang Jiang , Sibo Wang , Rongfeng Liao
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Genetic variants significantly associated with these lipid metabolites were selected as instrumental variables (IVs). Data for AMD and lipid metabolites were sourced from the IEU GWAS database, covering over 209,000 cases and >16 million single nucleotide polymorphisms (SNPs). The MR analysis employed inverse-variance weighted (IVW), MR-Egger regression, and weighted median methods to estimate causal relationships and address potential pleiotropy and heterogeneity.</div></div><div><h3>Results</h3><div>IVW analysis revealed significant associations between several lipid metabolites and AMD. Specifically, higher levels of laurate were found to increase the risk of AMD by 3.532 times (OR = 3.532, 95%CI 1.498–8.328, <em>P</em> < 0.010). In contrast, dehydroepiandrosterone sulfate (DHEA-S) (OR = 0.551, 95%CI 0.311–0.977, <em>P</em> = 0.042) and palmitoyl sphingomyelin (OR = 0.213, 95%CI 0.053–0.863, <em>P</em> = 0.030) were protective, with DHEA-S and palmitoyl sphingomyelin levels reducing the risk of AMD by 44.9 % and 78.7 %, respectively. Sensitivity analyses using MR-Egger and weighted median methods supported these findings, highlighting consistent trends across different analytical approaches.</div></div><div><h3>Conclusion</h3><div>By clarifying these causal relationships, this research aims to provide insights that could inform the development of therapeutic strategies targeting lipid metabolism, ultimately improving outcomes for individuals at risk of AMD.</div></div>","PeriodicalId":94003,"journal":{"name":"Experimental gerontology","volume":"208 ","pages":"Article 112817"},"PeriodicalIF":4.3000,"publicationDate":"2025-06-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Mendelian randomization study of lipid metabolites reveals causal associations with age-related macular degeneration\",\"authors\":\"Miao Shui , Guoke Yang , Jiang Jiang , Sibo Wang , Rongfeng Liao\",\"doi\":\"10.1016/j.exger.2025.112817\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background</h3><div>Age-related macular degeneration (AMD) is the leading cause of irreversible blindness in the elderly, affecting approximately 8.7 % of individuals over 55 years old. Increasing evidence suggests that lipid metabolism plays a significant role in AMD pathogenesis, yet the causal relationships remain unclear. This study aims to elucidate the causal relationship between lipid metabolites and AMD using Mendelian randomization (MR) methodology.</div></div><div><h3>Methods</h3><div>A two-sample MR analysis was conducted to explore the associations between specific lipid metabolites (such as bile acids, fatty acids, sphingolipids, and steroid hormones) and the incidence of AMD, as well as the potential causal effect of AMD on these lipid metabolites. Genetic variants significantly associated with these lipid metabolites were selected as instrumental variables (IVs). Data for AMD and lipid metabolites were sourced from the IEU GWAS database, covering over 209,000 cases and >16 million single nucleotide polymorphisms (SNPs). The MR analysis employed inverse-variance weighted (IVW), MR-Egger regression, and weighted median methods to estimate causal relationships and address potential pleiotropy and heterogeneity.</div></div><div><h3>Results</h3><div>IVW analysis revealed significant associations between several lipid metabolites and AMD. Specifically, higher levels of laurate were found to increase the risk of AMD by 3.532 times (OR = 3.532, 95%CI 1.498–8.328, <em>P</em> < 0.010). In contrast, dehydroepiandrosterone sulfate (DHEA-S) (OR = 0.551, 95%CI 0.311–0.977, <em>P</em> = 0.042) and palmitoyl sphingomyelin (OR = 0.213, 95%CI 0.053–0.863, <em>P</em> = 0.030) were protective, with DHEA-S and palmitoyl sphingomyelin levels reducing the risk of AMD by 44.9 % and 78.7 %, respectively. Sensitivity analyses using MR-Egger and weighted median methods supported these findings, highlighting consistent trends across different analytical approaches.</div></div><div><h3>Conclusion</h3><div>By clarifying these causal relationships, this research aims to provide insights that could inform the development of therapeutic strategies targeting lipid metabolism, ultimately improving outcomes for individuals at risk of AMD.</div></div>\",\"PeriodicalId\":94003,\"journal\":{\"name\":\"Experimental gerontology\",\"volume\":\"208 \",\"pages\":\"Article 112817\"},\"PeriodicalIF\":4.3000,\"publicationDate\":\"2025-06-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Experimental gerontology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0531556525001469\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Experimental gerontology","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0531556525001469","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
背景:年龄相关性黄斑变性(AMD)是老年人不可逆失明的主要原因,影响大约8.7% %的55岁以上 的个体。越来越多的证据表明脂质代谢在AMD发病机制中起重要作用,但其因果关系尚不清楚。本研究旨在利用孟德尔随机化(MR)方法阐明脂质代谢物与AMD之间的因果关系。方法:通过双样本MR分析,探讨特定脂质代谢物(如胆汁酸、脂肪酸、鞘脂、类固醇激素)与AMD发病率的关系,以及AMD对这些脂质代谢物的潜在因果关系。选择与这些脂质代谢物显著相关的遗传变异作为工具变量(IVs)。AMD和脂质代谢物的数据来自IEU GWAS数据库,涵盖超过209,000例病例和1,160万个单核苷酸多态性(snp)。磁共振分析采用反方差加权(IVW)、MR- egger回归和加权中位数方法来估计因果关系,并解决潜在的多效性和异质性。结果:IVW分析显示几种脂质代谢物与AMD之间存在显著关联。具体而言,较高水平的月桂酸盐被发现使AMD的风险增加了3.532倍(OR = 3.532,95%CI 1.498-8.328, P )。结论:通过澄清这些因果关系,本研究旨在为制定针对脂质代谢的治疗策略提供信息,最终改善AMD风险个体的预后。
Mendelian randomization study of lipid metabolites reveals causal associations with age-related macular degeneration
Background
Age-related macular degeneration (AMD) is the leading cause of irreversible blindness in the elderly, affecting approximately 8.7 % of individuals over 55 years old. Increasing evidence suggests that lipid metabolism plays a significant role in AMD pathogenesis, yet the causal relationships remain unclear. This study aims to elucidate the causal relationship between lipid metabolites and AMD using Mendelian randomization (MR) methodology.
Methods
A two-sample MR analysis was conducted to explore the associations between specific lipid metabolites (such as bile acids, fatty acids, sphingolipids, and steroid hormones) and the incidence of AMD, as well as the potential causal effect of AMD on these lipid metabolites. Genetic variants significantly associated with these lipid metabolites were selected as instrumental variables (IVs). Data for AMD and lipid metabolites were sourced from the IEU GWAS database, covering over 209,000 cases and >16 million single nucleotide polymorphisms (SNPs). The MR analysis employed inverse-variance weighted (IVW), MR-Egger regression, and weighted median methods to estimate causal relationships and address potential pleiotropy and heterogeneity.
Results
IVW analysis revealed significant associations between several lipid metabolites and AMD. Specifically, higher levels of laurate were found to increase the risk of AMD by 3.532 times (OR = 3.532, 95%CI 1.498–8.328, P < 0.010). In contrast, dehydroepiandrosterone sulfate (DHEA-S) (OR = 0.551, 95%CI 0.311–0.977, P = 0.042) and palmitoyl sphingomyelin (OR = 0.213, 95%CI 0.053–0.863, P = 0.030) were protective, with DHEA-S and palmitoyl sphingomyelin levels reducing the risk of AMD by 44.9 % and 78.7 %, respectively. Sensitivity analyses using MR-Egger and weighted median methods supported these findings, highlighting consistent trends across different analytical approaches.
Conclusion
By clarifying these causal relationships, this research aims to provide insights that could inform the development of therapeutic strategies targeting lipid metabolism, ultimately improving outcomes for individuals at risk of AMD.