Diallo Ana, Abbas Malak, Goodney Gabriel, Price Elvin, Gaye Amadou
School of Nursing, Virginia Commonwealth University, Richmond, Virginia, United States.
National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland, United States.
Am J Physiol Heart Circ Physiol. 2024 Sep 1;327(3):H690-H700. doi: 10.1152/ajpheart.00332.2024. Epub 2024 Jul 19.
Understanding the characteristics and behavior of low-density lipoprotein (LDL) particles provides insights into the atherogenic risk of elevated LDL cholesterol in hypercholesterolemia, cardiovascular disease risks. Studying LDL particles helps identify specific LDL subtypes [e.g., small dense LDL particles (sdLDL)] that may be atherogenic and, consequently, potential targets for therapeutics. This study cohort consists of African Americans (AAs), a population disproportionately affected by cardiovascular diseases, thereby accentuating the importance of the investigation. Differential expression (DE) analysis was undertaken using a dataset comprising 17,947 protein-coding mRNAs from the whole blood transcriptomes of 416 samples to identify mRNAs associated with low-density lipoprotein cholesterol (LDL-C) and sdLDL plasma levels. Subsequently, mediation analyses were used to investigate the mediating role of sdLDL particles on the relationship between LDL-C levels and mRNA expression. Finally, pathway enrichment analysis was conducted to identify pathways involving mRNAs whose relationship with LDL-C is mediated by sdLDL. DE analysis revealed 1,048 and 284 mRNA transcripts differentially expressed by LDL-C and sdLDL levels, respectively. Mediation analysis revealed that the associations between LDL-C and 33 mRNAs were mediated by sdLDL. Of the 33 mRNAs mediated by sdLDL, 18 were mediated in both males and females. Nine mRNAs were mediated only in females, and six were mediated only in males. Pathway analysis showed that 33 mRNAs are involved in pathways associated with the immune system, inflammatory response, metabolism, and cardiovascular disease (CVD) risk. In conclusion, our study provides valuable insights into the complex interplay between LDL-C, sdLDL, and mRNA expression in a large sample of AAs. The results underscore the importance of incorporating sdLDL measurement alongside LDL-C levels to improve the accuracy of managing hypercholesterolemia and effectively stratify the risk of CVD. This is essential as differences in sdLDL modulate atherogenic properties at the transcriptome level. The study investigated the interplay between LDL-C and mRNA expression, focusing on the role of small dense LDL (sdLDL) particles and sex differences. Differential expression analysis identified 1,048 and 284 mRNAs associated with LDL-C and sdLDL levels, respectively. Mediation analysis revealed that sdLDL mediates the relationship between LDL-C and 33 mRNAs involved in immune, inflammatory, and metabolic pathways. These findings highlight the significance of sdLDL in cardiovascular disease risk assessment and underscore sex-specific differences in lipid metabolism.
了解低密度脂蛋白(LDL)颗粒的特征和行为有助于深入了解高胆固醇血症中LDL胆固醇升高的动脉粥样硬化风险以及心血管疾病风险。研究LDL颗粒有助于识别可能具有动脉粥样硬化性的特定LDL亚型[例如,小而密的LDL颗粒(sdLDL)],因此可作为治疗的潜在靶点。本研究队列由非裔美国人(AA)组成,这是一个受心血管疾病影响尤为严重的人群,从而凸显了该研究的重要性。使用包含来自416个样本全血转录组的17,947个蛋白质编码mRNA的数据集进行差异表达(DE)分析,以识别与低密度脂蛋白胆固醇(LDL-C)和sdLDL血浆水平相关的mRNA。随后进行中介分析,以研究sdLDL颗粒在LDL-C水平与mRNA表达之间关系中的中介作用。最后,进行通路富集分析,以识别涉及与LDL-C的关系由sdLDL介导的mRNA的通路。DE分析分别揭示了1048个和284个mRNA转录本因LDL-C和sdLDL水平而差异表达。中介分析表明,LDL-C与33个mRNA之间的关联由sdLDL介导。在由sdLDL介导的33个mRNA中,18个在男性和女性中均有介导。9个mRNA仅在女性中被介导,6个仅在男性中被介导。通路分析表明,33个mRNA参与了与免疫系统、炎症反应、代谢和心血管疾病(CVD)风险相关的通路。总之,我们的研究为大量非裔美国人样本中LDL-C、sdLDL和mRNA表达之间复杂的相互作用提供了有价值的见解。结果强调了将sdLDL测量与LDL-C水平结合起来以提高高胆固醇血症管理准确性并有效分层CVD风险的重要性。这至关重要,因为sdLDL的差异在转录组水平上调节动脉粥样硬化特性。该研究调查了LDL-C与mRNA表达之间的相互作用,重点关注小而密的LDL(sdLDL)颗粒的作用和性别差异。差异表达分析分别鉴定出1048个和284个与LDL-C和sdLDL水平相关的mRNA。中介分析表明,sdLDL介导LDL-C与33个参与免疫、炎症和代谢通路的mRNA之间的关系。这些发现突出了sdLDL在心血管疾病风险评估中的重要性,并强调了脂质代谢中的性别特异性差异。