Division of Nutritional Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA.
Department of Kinesiology and Community Health, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA.
Physiol Rep. 2023 Mar;11(6):e15638. doi: 10.14814/phy2.15638.
Regular, moderate exercise modifies the gut microbiome and contributes to human metabolic and immune health. The microbiome may exert influence on host physiology through the microbial production and modification of metabolites (xenometabolites); however, this has not been extensively explored. We hypothesized that 6 weeks of supervised, aerobic exercise 3×/week (60%-75% heart rate reserve [HRR], 30-60 min) in previously sedentary, lean (n = 14) and obese (n = 10) adults would modify both the fecal and serum xenometabolome. Serum and fecal samples were collected pre- and post-6 week intervention and analyzed by liquid chromatography/tandem mass spectrometry (LC-MS/MS). Linear mixed models (LMMs) identified multiple fecal and serum xenometabolites responsive to exercise training. Further cluster and pathway analysis revealed that the most prominent xenometabolic shifts occurred within aromatic amino acid (ArAA) metabolic pathways. Fecal and serum ArAA derivatives correlated with body composition (lean mass), markers of insulin sensitivity (insulin, HOMA-IR) and cardiorespiratory fitness ( ), both at baseline and in response to exercise training. Two serum aromatic microbial-derived amino acid metabolites that were upregulated following the exercise intervention, indole-3-lactic acid (ILA: fold change: 1.2, FDR p < 0.05) and 4-hydroxyphenyllactic acid (4-HPLA: fold change: 1.3, FDR p < 0.05), share metabolic pathways within the microbiota and were associated with body composition and markers of insulin sensitivity at baseline and in response to training. These data provide evidence of physiologically relevant shifts in microbial metabolism that occur in response to exercise training, and reinforce the view that host metabolic health influences gut microbiota population and function. Future studies should consider the microbiome and xenometabolome when investigating the health benefits of exercise.
定期、适度的运动可以改变肠道微生物组,促进人体代谢和免疫健康。微生物组可能通过微生物产生和修饰代谢物(外源性代谢物)对宿主生理学产生影响;然而,这一点尚未得到广泛探索。我们假设,6 周的监督性、有氧运动(每周 3 次,心率储备的 60%-75%,30-60 分钟),可以改变以前久坐不动的、瘦(n=14)和肥胖(n=10)成年人的粪便和血清外源性代谢组。在 6 周的干预前后采集血清和粪便样本,并通过液相色谱/串联质谱(LC-MS/MS)进行分析。线性混合模型(LMM)确定了对运动训练有反应的多种粪便和血清外源性代谢物。进一步的聚类和途径分析表明,最显著的外源性代谢变化发生在芳香族氨基酸(ArAA)代谢途径内。粪便和血清 ArAA 衍生物与身体成分(瘦体重)、胰岛素敏感性标志物(胰岛素、HOMA-IR)和心肺功能( )相关,无论是在基线还是在运动训练后都相关。两种在运动干预后上调的血清芳香族微生物衍生氨基酸代谢物,吲哚-3-乳酸(ILA:倍数变化:1.2,FDR p<0.05)和 4-羟基苯乳酸(4-HPLA:倍数变化:1.3,FDR p<0.05),在微生物群内共享代谢途径,与基线时的身体成分和胰岛素敏感性标志物以及训练后的这些标志物相关。这些数据提供了证据表明,微生物代谢会发生与运动训练相关的生理相关变化,并强化了宿主代谢健康影响肠道微生物群的种群和功能的观点。未来的研究在研究运动的健康益处时应考虑微生物组和外源性代谢组。