{"title":"The Alteration of Akkermansiaceae/Lachnospiraceae Ratio Is a Microbial Feature of Antibiotic-Induced Microbiota Remodeling.","authors":"Pei-Chen Chen, Ming-Shian Lin, Tien-Ching Lin, Ting-Wei Kang, Jhen-Wei Ruan","doi":"10.1177/11779322231166229","DOIUrl":null,"url":null,"abstract":"<p><p>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 <i>Akkermansia</i> genus played the role of a high-centrality hub to maintain microbiota homeostasis. When the antibiotic courses continued, the elimination of <i>Akkermansia</i> 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 <i>Akkermansiaceae</i>/<i>Lachnospiraceae</i> (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.</p>","PeriodicalId":9065,"journal":{"name":"Bioinformatics and Biology Insights","volume":"17 ","pages":"11779322231166229"},"PeriodicalIF":2.3000,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/0b/6c/10.1177_11779322231166229.PMC10108413.pdf","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Bioinformatics and Biology Insights","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1177/11779322231166229","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"BIOCHEMICAL RESEARCH METHODS","Score":null,"Total":0}
引用次数: 0
Abstract
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 Akkermansia genus played the role of a high-centrality hub to maintain microbiota homeostasis. When the antibiotic courses continued, the elimination of Akkermansia 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 Akkermansiaceae/Lachnospiraceae (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菌群失调。然而,由于缺乏定义肠道菌群失调的关键特征,使其难以预防。通过共发生网络分析,我们发现尽管短期抗生素疗程消除了某些微生物分类群,但Akkermansia属发挥了维持微生物群稳态的高中心枢纽作用。当抗生素疗程继续进行时,Akkermansia的消除诱导了肠道微生物群网络的显著微生物群重塑。基于这一发现,我们发现在长期抗生素胁迫下,肠道微生物群被重新排列成一个稳定的网络,Akkermansiaceae/Lachnospiraceae (a /L)比显著降低,没有微生物枢纽。通过功能预测分析,我们证实低a /L比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。本研究确定A/L比值是抗生素诱导的生态失调的一个指标。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的功能产生重要影响。共现分析可能有助于更好地监测微生物组的动态,而不是只比较不同样品之间丰富的细菌。
期刊介绍:
Bioinformatics and Biology Insights is an open access, peer-reviewed journal that considers articles on bioinformatics methods and their applications which must pertain to biological insights. All papers should be easily amenable to biologists and as such help bridge the gap between theories and applications.