Chen Pei-Chen, Lin Ming-Shian, Lin Tien-Ching, Kang Ting-Wei, Ruan Jhen-Wei
Department of Medical Laboratory Science and Biotechnology, College of Medicine, National Cheng Kung University, Tainan.
Division of Pulmonary and Critical Care Medicine, Chia-Yi Christian Hospital, Chiayi.
Bioinform Biol Insights. 2023 Apr 14;17:11779322231166229. doi: 10.1177/11779322231166229. eCollection 2023.
Antibiotic treatment has been shown to cause gut microbiota dysbiosis. However, lacking critical features defining gut microbiota dysbiosis makes it challenging to prevent. By co-occurrence network analysis, we found that despite short antibiotic courses eliminating certain microbial taxa, the genus played the role of a high-centrality hub to maintain microbiota homeostasis. When the antibiotic courses continued, the elimination of induced a significant microbiota remodeling of the gut microbiota networks. Based on this finding, we found that under long-term antibiotic stress, the gut microbiota was rearranged into a stable network with a significantly lower / (A/L) ratio and no microbial hub. By functional prediction analysis, we confirmed that the gut microbiota with a low A/L ratio also had enhanced mobile elements and biofilm-formation functions that may be associated with antibiotic resistance. This study identified A/L ratio as an indicator of antibiotic-induced dysbiosis. This work reveals that besides the abundance of specific probiotics, the hierarchical structure also critically impacts the microbiome function. Co-occurrence analysis may help better monitor the microbiome dynamics than only comparing the differentially abundant bacteria between samples.
抗生素治疗已被证明会导致肠道微生物群失调。然而,由于缺乏定义肠道微生物群失调的关键特征,预防起来具有挑战性。通过共现网络分析,我们发现尽管短期抗生素疗程会消除某些微生物分类群,但该属发挥了高中心性枢纽的作用来维持微生物群的稳态。当抗生素疗程持续时,的消除导致肠道微生物群网络发生显著的微生物群重塑。基于这一发现,我们发现在长期抗生素压力下,肠道微生物群被重排为一个稳定的网络,其 / (A/L) 比值显著降低且没有微生物枢纽。通过功能预测分析,我们证实低 A/L 比值的肠道微生物群也具有增强的移动元件和生物膜形成功能,这可能与抗生素耐药性有关。本研究将 A/L 比值确定为抗生素诱导失调的一个指标。这项工作表明,除了特定益生菌的丰度外,层次结构也对微生物组功能产生关键影响。与仅比较样本间差异丰富的细菌相比,共现分析可能有助于更好地监测微生物组动态。