Guizhou University Medical College, Guiyang, Guizhou Province, China.
Department of Orthopedics, GuiQian International General Hospital, GuiYang, China.
Skin Res Technol. 2024 Aug;30(8):e70006. doi: 10.1111/srt.70006.
Facial aging (FA) is a complex process influenced by both genetic and environmental factors. Gut microbiota (GM), gut microbiota metabolic pathways (GMMPs), and blood metabolites (BMs) have been implicated in the regulation of FA, but the causal and mediating effects of these factors remain unclear.
We used summary-level data from genome-wide association studies (GWAS) of 16S rRNA gene sequencing data for GM (n = 18 340), GWAS of GMMPs (n = 7738), BMs (n = 24 925), and GWAS of FA (n = 423 999). We applied Mendelian randomization (MR) methods to estimate the causal effects of GM, GMMPs, and BMs on FA. We performed mediation analysis to quantify the proportion of the effects mediated by blood metabolites.
We identified nine genus, two phylum, two families of GM, nine GM metabolic pathways, and 73 BMs that showed potential causal effects on FA. After Bonferroni correction, three BMs remained causally associated with FA, including average number of methylene groups per double bond (β, -0.023; 95% CI, -0.032∼-0.014; p = 3.120×10) and average number of methylene groups in a fatty acid chain (β, -0.031; 95% CI, -0.045∼-0.016; p = 2.062×10), which had strong negative causal effects on FA, and ratio of bisallylic groups to total fatty acids (β, 0.023; 95% CI, 0.017∼-0.029; p = 8.441×10), which had a strong positive causal effect on FA. Mediation analysis revealed that histidine, average number of methylene groups in a fatty acid chain, and triglycerides in chylomicrons and largest VLDL particles mediated the effects of anaerofilum and/ or superpathway of Laspartate and Lasparagine biosynthesis on FA.
Our study provides novel insights into the causal and mediating effects of GM, GMMPs, and BMs on FA. These findings may have implications for the development of new strategies for preventing or delaying FA.
面部衰老(FA)是一个受遗传和环境因素共同影响的复杂过程。肠道微生物群(GM)、肠道微生物群代谢途径(GMMPs)和血液代谢物(BMs)已被证明与 FA 的调控有关,但这些因素的因果和中介作用仍不清楚。
我们使用了 16S rRNA 基因测序数据的全基因组关联研究(GWAS)的汇总数据,用于 GM(n=18340)、GMMPs(n=7738)、BMs(n=24925)和 FA(n=423999)的 GWAS。我们应用孟德尔随机化(MR)方法来估计 GM、GMMPs 和 BMs 对 FA 的因果影响。我们进行了中介分析,以量化由血液代谢物介导的影响比例。
我们确定了九个属、两个门、两个 GM 科、九个 GM 代谢途径和 73 个 BMs,它们对 FA 表现出潜在的因果关系。在 Bonferroni 校正后,有三个 BMs 仍然与 FA 存在因果关系,包括每个双键的平均甲基数(β,-0.023;95%置信区间,-0.032∼-0.014;p=3.120×10)和脂肪酸链中平均甲基数(β,-0.031;95%置信区间,-0.045∼-0.016;p=2.062×10),它们对 FA 有强烈的负向因果效应,以及双烯丙基组与总脂肪酸的比值(β,0.023;95%置信区间,0.017∼-0.029;p=8.441×10),它对 FA 有强烈的正向因果效应。中介分析表明,组氨酸、脂肪酸链中平均甲基数和乳糜微粒和最大 VLDL 颗粒中的甘油三酯介导了 anaerofilum 和/或 Laspartate 和 Lasparagine 生物合成超级途径对 FA 的影响。
本研究提供了 GM、GMMPs 和 BMs 对 FA 的因果和中介作用的新见解。这些发现可能对开发预防或延缓 FA 的新策略具有重要意义。