Wang Lihua, Wang Siyu, Anema Jason A, Moghaddam Vaha A, Lu Yanli, Lin Shiow, Daw E Warwick, Kuipers Allison L, Miljkovic Iva, Brent Michael, Patti Gary, Thygarajan Bharat, Zmuda Joseph M, Province Michael A, An Ping
Division of Statistical Genomics, Washington University School of Medicine, St. Louis, MO, USA.
Department of Epidemiology, University of Pittsburgh, Pittsburgh, PA, USA.
medRxiv. 2024 Jun 19:2024.06.18.24309120. doi: 10.1101/2024.06.18.24309120.
AIMS/HYPOTHESIS: Triglyceride (TG) /High density lipoprotein cholesterol (HDL-C) ratio (THR) represents a single surrogate predictor of hyperinsulinemia or insulin resistance that is associated with premature aging processes, risk of diabetes and increased mortality. 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 subjects of European ancestry who had complete data from two exams collected about seven years apart from the Long Life Family Study (LLFS, n=1384), a study with familial clustering of exceptional longevity in the US and Denmark.
Subjects with diabetes or using medications for dyslipidemia were excluded from this analysis. ΔTHR was derived using growth curve modeling, and adjusted for age, sex, field centers, and principal components (PCs). GWAS was conducted using a linear mixed model accounted for familial relatedness. Our linkage scan was built on haplotype-based IBD estimation with 0.5 cM average spacing.
Heritability of ΔTHR was moderate (46%). Our GWAS identified a significant locus at the (=1.58e-9) for ΔTHR; this gene locus has been reported before influencing baseline THR levels. Our GWLS found evidence for a significant linkage with a logarithm of the odds (LODs) exceeding 3 on (LODs=4.1). Using a subset of 25 linkage enriched families (pedigree-specific LODs>0.1), we assessed sequence elements under and identified two novel variants (-rs114108468, =5e-6, MAF=1.8%; -rs16864075, =3e-6, MAF=8%; accounted for ~28% and ~29% of the linkage, respectively, and 57% jointly). While the former variant was associated with (=7e-5) / (=3.49e-2) RNA transcriptional levels, the latter variant was not associated with (=0.23) RNA transcriptional levels. Replication in FHS OS observed modest effect of these loci on ΔTHR. Of 188 metabolites from 13 compound classes assayed in LLFS, we observed multiple metabolites (e.g., DG.38.5, PE.36.4, TG.58.3) that were significantly associated with the variants (<3e-4).
our linkage-guided sequence analysis approach permitted our discovery of two novel gene variants -rs114108468 and -rs16864075 on for ΔTHR among subjects without diabetes selected for exceptional survival and healthy aging.
目的/假设:甘油三酯(TG)/高密度脂蛋白胆固醇(HDL-C)比值(THR)是高胰岛素血症或胰岛素抵抗的单一替代预测指标,与早衰过程、糖尿病风险和死亡率增加相关。为了确定随时间变化的THR(ΔTHR)的新基因位点,我们在欧洲血统的受试者中进行了全基因组关联研究(GWAS)和全基因组连锁扫描(GWLS),这些受试者来自长寿家族研究(LLFS,n = 1384),该研究在美国和丹麦进行,有家族性长寿聚集现象,且有两次间隔约七年收集的完整检查数据。
排除患有糖尿病或使用血脂异常药物的受试者进行本次分析。使用生长曲线模型得出ΔTHR,并对年龄、性别、研究中心和主成分(PCs)进行调整。使用考虑家族相关性的线性混合模型进行GWAS。我们的连锁扫描基于平均间距为0.5 cM的基于单倍型的IBD估计构建。
ΔTHR的遗传力为中等水平(46%)。我们的GWAS在 处确定了一个与ΔTHR相关的显著位点( = 1.58e - 9);该基因位点之前已被报道会影响基线THR水平。我们的GWLS发现有证据表明在 上存在显著连锁,优势对数(LOD)超过3(LOD = 4.1)。使用25个连锁富集家族的子集(家系特异性LOD>0.1),我们评估了 下的序列元件,并鉴定出两个新变体(-rs114108468, = 5e - 6,MAF = 1.8%;-rs16864075, = 3e - 6,MAF = 8%;分别占连锁的约28%和约29%,共同占57%)。虽然前一个变体与 ( = 7e - 5) / ( = 3.49e - 2)RNA转录水平相关,但后一个变体与 ( = 0.23)RNA转录水平无关。在弗雷明汉心脏研究(FHS)后代队列(FHS OS)中的重复研究观察到这些位点对ΔTHR有适度影响。在LLFS中检测的13种化合物类别的188种代谢物中,我们观察到多种代谢物(例如,DG.38.5、PE.36.4、TG.58.3)与这些变体显著相关(<3e - 4)。
我们的连锁引导序列分析方法使我们能够在为特殊生存和健康衰老而选择的无糖尿病受试者中发现两个与ΔTHR相关的新基因变体 -rs114108468和 -rs16864075。