Lihua Wang, Siyu Wang, Jason A Anema, Vaha A Moghaddam, Yanli Lu, Shiow Lin, E Warwick Daw, Allison L Kuipers, Iva Miljkovic, Michael Brent, Gary J Patti, Bharat Thygarajan, Joseph M Zmuda, Michael A Province, Ping An
{"title":"无 2 型糖尿病受试者甘油三酯/高密度脂蛋白胆固醇比值纵向变化的新基因位点。","authors":"Lihua Wang, Siyu Wang, Jason A Anema, Vaha A Moghaddam, Yanli Lu, Shiow Lin, E Warwick Daw, Allison L Kuipers, Iva Miljkovic, Michael Brent, Gary J Patti, Bharat Thygarajan, Joseph M Zmuda, Michael A Province, Ping An","doi":"10.1016/j.jlr.2024.100702","DOIUrl":null,"url":null,"abstract":"<p><strong>Aims/hypothesis: </strong>Triglyceride (TG) /High density lipoprotein cholesterol (HDL-C) ratio (THR) is a surrogate predictor of hyperinsulinemia. To identify novel genetic loci for THR change over time (ΔTHR), we conducted genome-wide association study (GWAS) and genome-wide linkage scan (GWLS) among non-diabetic Europeans from the Long Life Family Study (LLFS, n=1384).</p><p><strong>Methods: </strong>Subjects with diabetes or on dyslipidemia medications were excluded. ΔTHR was derived using growth curve modeling, and adjusted for age, sex, field centers, and principal components (PCs). GWAS used a linear mixed model accounting for familial relatedness. GWLS employed haplotype-based IBD estimation with 0.5 cM average spacing.</p><p><strong>Results: </strong>Heritability of ΔTHR was moderate (46%). Our GWAS identified a significant locus at the LPL (p=1.58e-9) for ΔTHR; this locus has been reported before influencing baseline THR levels. Our GWLS found significant linkage with a logarithm of the odds (LODs) exceeding 3 on 3q28 (LODs=4.1). Using a subset of 25 linkage enriched families, we assessed sequence elements under 3q28 and identified two novel variants (EIF4A2/ADIPOQ-rs114108468, p=5e-6, MAF=1.8%; TPRG1-rs16864075, p=3e-6, MAF=8%; accounted for ∼28% and ∼29% of the linkage, respectively). While the former variant was associated with EIF4A2 (p=7e-5) / ADIPOQ (p=3.49e-2) transcriptional levels, the latter variant was not associated with TPRG1 (p=0.23) transcriptional levels. Replication in the Framingham Heart Study Offspring Cohort (FOS) observed modest effect of these loci on ΔTHR.</p><p><strong>Conclusions: </strong>Our approach discovered two novel gene variants EIF4A2/ADIPOQ-rs114108468 and TPRG1-rs16864075 on 3q28 for ΔTHR among subjects without diabetes. Our findings provided novel insights into the molecular regulation of insulin resistance.</p>","PeriodicalId":16209,"journal":{"name":"Journal of Lipid Research","volume":" ","pages":"100702"},"PeriodicalIF":5.0000,"publicationDate":"2024-11-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Novel Loci for Triglyceride / High-density Lipoprotein Cholesterol Ratio Longitudinal Change among Subjects without Type 2 Diabetes.\",\"authors\":\"Lihua Wang, Siyu Wang, Jason A Anema, Vaha A Moghaddam, Yanli Lu, Shiow Lin, E Warwick Daw, Allison L Kuipers, Iva Miljkovic, Michael Brent, Gary J Patti, Bharat Thygarajan, Joseph M Zmuda, Michael A Province, Ping An\",\"doi\":\"10.1016/j.jlr.2024.100702\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Aims/hypothesis: </strong>Triglyceride (TG) /High density lipoprotein cholesterol (HDL-C) ratio (THR) is a surrogate predictor of hyperinsulinemia. To identify novel genetic loci for THR change over time (ΔTHR), we conducted genome-wide association study (GWAS) and genome-wide linkage scan (GWLS) among non-diabetic Europeans from the Long Life Family Study (LLFS, n=1384).</p><p><strong>Methods: </strong>Subjects with diabetes or on dyslipidemia medications were excluded. ΔTHR was derived using growth curve modeling, and adjusted for age, sex, field centers, and principal components (PCs). GWAS used a linear mixed model accounting for familial relatedness. GWLS employed haplotype-based IBD estimation with 0.5 cM average spacing.</p><p><strong>Results: </strong>Heritability of ΔTHR was moderate (46%). Our GWAS identified a significant locus at the LPL (p=1.58e-9) for ΔTHR; this locus has been reported before influencing baseline THR levels. Our GWLS found significant linkage with a logarithm of the odds (LODs) exceeding 3 on 3q28 (LODs=4.1). Using a subset of 25 linkage enriched families, we assessed sequence elements under 3q28 and identified two novel variants (EIF4A2/ADIPOQ-rs114108468, p=5e-6, MAF=1.8%; TPRG1-rs16864075, p=3e-6, MAF=8%; accounted for ∼28% and ∼29% of the linkage, respectively). While the former variant was associated with EIF4A2 (p=7e-5) / ADIPOQ (p=3.49e-2) transcriptional levels, the latter variant was not associated with TPRG1 (p=0.23) transcriptional levels. Replication in the Framingham Heart Study Offspring Cohort (FOS) observed modest effect of these loci on ΔTHR.</p><p><strong>Conclusions: </strong>Our approach discovered two novel gene variants EIF4A2/ADIPOQ-rs114108468 and TPRG1-rs16864075 on 3q28 for ΔTHR among subjects without diabetes. Our findings provided novel insights into the molecular regulation of insulin resistance.</p>\",\"PeriodicalId\":16209,\"journal\":{\"name\":\"Journal of Lipid Research\",\"volume\":\" \",\"pages\":\"100702\"},\"PeriodicalIF\":5.0000,\"publicationDate\":\"2024-11-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Lipid Research\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.1016/j.jlr.2024.100702\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BIOCHEMISTRY & MOLECULAR BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Lipid Research","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1016/j.jlr.2024.100702","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
Novel Loci for Triglyceride / High-density Lipoprotein Cholesterol Ratio Longitudinal Change among Subjects without Type 2 Diabetes.
Aims/hypothesis: Triglyceride (TG) /High density lipoprotein cholesterol (HDL-C) ratio (THR) is a surrogate predictor of hyperinsulinemia. To identify novel genetic loci for THR change over time (ΔTHR), we conducted genome-wide association study (GWAS) and genome-wide linkage scan (GWLS) among non-diabetic Europeans from the Long Life Family Study (LLFS, n=1384).
Methods: Subjects with diabetes or on dyslipidemia medications were excluded. ΔTHR was derived using growth curve modeling, and adjusted for age, sex, field centers, and principal components (PCs). GWAS used a linear mixed model accounting for familial relatedness. GWLS employed haplotype-based IBD estimation with 0.5 cM average spacing.
Results: Heritability of ΔTHR was moderate (46%). Our GWAS identified a significant locus at the LPL (p=1.58e-9) for ΔTHR; this locus has been reported before influencing baseline THR levels. Our GWLS found significant linkage with a logarithm of the odds (LODs) exceeding 3 on 3q28 (LODs=4.1). Using a subset of 25 linkage enriched families, we assessed sequence elements under 3q28 and identified two novel variants (EIF4A2/ADIPOQ-rs114108468, p=5e-6, MAF=1.8%; TPRG1-rs16864075, p=3e-6, MAF=8%; accounted for ∼28% and ∼29% of the linkage, respectively). While the former variant was associated with EIF4A2 (p=7e-5) / ADIPOQ (p=3.49e-2) transcriptional levels, the latter variant was not associated with TPRG1 (p=0.23) transcriptional levels. Replication in the Framingham Heart Study Offspring Cohort (FOS) observed modest effect of these loci on ΔTHR.
Conclusions: Our approach discovered two novel gene variants EIF4A2/ADIPOQ-rs114108468 and TPRG1-rs16864075 on 3q28 for ΔTHR among subjects without diabetes. Our findings provided novel insights into the molecular regulation of insulin resistance.
期刊介绍:
The Journal of Lipid Research (JLR) publishes original articles and reviews in the broadly defined area of biological lipids. We encourage the submission of manuscripts relating to lipids, including those addressing problems in biochemistry, molecular biology, structural biology, cell biology, genetics, molecular medicine, clinical medicine and metabolism. Major criteria for acceptance of articles are new insights into mechanisms of lipid function and metabolism and/or genes regulating lipid metabolism along with sound primary experimental data. Interpretation of the data is the authors’ responsibility, and speculation should be labeled as such. Manuscripts that provide new ways of purifying, identifying and quantifying lipids are invited for the Methods section of the Journal. JLR encourages contributions from investigators in all countries, but articles must be submitted in clear and concise English.