Luo Jiao, le Cessie Saskia, Willems van Dijk Ko, Hägg Sara, Grassmann Felix, van Heemst Diana, Noordam Raymond
Department of Internal Medicine, Section of Gerontology and Geriatrics, Leiden University Medical Center, Leiden, the Netherlands; Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, the Netherlands.
Department of Internal Medicine, Section of Gerontology and Geriatrics, Leiden University Medical Center, Leiden, the Netherlands; Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, the Netherlands.
Mitochondrion. 2025 Jan;80:101991. doi: 10.1016/j.mito.2024.101991. Epub 2024 Nov 24.
Low leukocyte mitochondrial DNA (mtDNA) abundance has been associated with a higher risk of atherosclerotic cardiovascular disease, but through unclear mechanisms. We aimed to investigate whether low mtDNA abundance is associated with worse metabolomic profiling, as being potential intermediate phenotypes, using cross-sectional and genetic studies.
Among 61,186 unrelated European participants from UK Biobank, we performed multivariable-adjusted linear regression analyses to examine the associations between mtDNA abundance and 168 NMR-based circulating metabolomic measures and nine metabolomic principal components (PCs) that collectively covered 91.5% of the total variation of individual metabolomic measures. Subsequently, we conducted Mendelian randomization (MR) to approximate the causal effects of mtDNA abundance on the individual metabolomic measures and their metabolomic PCs.
After correction for multiple testing, low mtDNA abundance was associated with 130 metabolomic measures, predominantly lower concentrations of some amino acids and higher concentrations of lipids, lipoproteins and fatty acids; moreover, mtDNA abundance was associated with seven out of the nine metabolomic PCs. Using MR, genetically-predicted low mtDNA abundance was associated with lower lactate (standardized beta and 95% confidence interval: -0.17; -0.26, -0.08), and higher acetate (0.15; 0.07,0.23), and unsaturation degree (0.14; 0.08,0.20). Similarly, genetically-predicted low mtDNA abundance was associated with lower metabolomic PC2 (related to lower concentrations of lipids and fatty acids), and higher metabolomic PC9 (related to lower concentrations of glycolysis-related metabolites).
Low mtDNA abundance is associated with metabolomic perturbations, particularly reflecting a pro-atherogenic metabolomic profile, which potentially could link low mtDNA abundance to higher atherosclerosis risk.
白细胞线粒体DNA(mtDNA)丰度低与动脉粥样硬化性心血管疾病风险较高相关,但机制尚不清楚。我们旨在通过横断面研究和基因研究,调查低mtDNA丰度是否与更差的代谢组学特征相关,因为这些特征可能是潜在的中间表型。
在来自英国生物银行的61186名无亲缘关系的欧洲参与者中,我们进行了多变量调整线性回归分析,以检查mtDNA丰度与168种基于核磁共振的循环代谢组学指标以及9种代谢组学主成分(PCs)之间的关联,这些主成分共同涵盖了个体代谢组学指标总变异的91.5%。随后,我们进行了孟德尔随机化(MR),以估算mtDNA丰度对个体代谢组学指标及其代谢组学PCs的因果效应。
在进行多重检验校正后,低mtDNA丰度与130种代谢组学指标相关,主要是一些氨基酸浓度较低,脂质、脂蛋白和脂肪酸浓度较高;此外,mtDNA丰度与9种代谢组学PCs中的7种相关。使用MR分析,基因预测的低mtDNA丰度与较低的乳酸水平(标准化β值和95%置信区间:-0.17;-0.26,-0.08)、较高的乙酸水平(0.15;0.07,0.23)和不饱和度(0.14;0.08,0.20)相关。同样,基因预测的低mtDNA丰度与较低的代谢组学PC2(与较低的脂质和脂肪酸浓度相关)和较高的代谢组学PC9(与较低的糖酵解相关代谢物浓度相关)相关。
低mtDNA丰度与代谢组学紊乱相关,尤其反映出促动脉粥样硬化的代谢组学特征,这可能将低mtDNA丰度与较高的动脉粥样硬化风险联系起来。