The biosynthetic gene cluster landscape of the oral microbiome across health and dental caries.

IF 3.2 4区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
McKenna Loop Yao, Peijun Lin, Kailey Hua, Wenjun Zhang
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引用次数: 0

Abstract

Specialized metabolites encoded by biosynthetic gene clusters (BGCs) in the oral microbiome remain largely unexplored in the context of oral health and disease. Previous genome-centric surveys have identified hundreds of uncharacterized BGCs in the oral cavity associated with health and disease, but these studies relied on reference genomes and did not capture strain-level variation or the native distribution of BGCs. Here, we assembled three independently sourced metagenomic datasets from healthy and dental caries samples, extracted BGCs, and quantified their metagenomic abundance and transcriptional activity. We found that aryl polyene, ribosomally synthesized and post-translationally modified peptide (RiPP), and nonribosomal peptide (NRP) encoding BGCs were the most prominent BGCs identified across the three metagenomic datasets. We grouped the identified BGCs into homology-based gene cluster families (GCFs) and found that specific GCFs were consistently associated with either health or caries across diverse taxa, suggesting that some specialized metabolites may perform conserved ecological functions. Conversely, other BGCs showed more restricted taxonomic distributions and were linked to disease-associated taxa, such as Propionibacterium acidifaciens, suggesting niche-specific biosynthetic capacities within the oral environment. Applying elastic-net regression to the metatranscriptomic dataset further identified a subset of 51 BGCs out > 3 000 that distinguished healthy from caries samples, reinforcing the discriminatory power of BGC expression patterns. Together, these results demonstrate that BGCs provide functional resolution beyond taxonomic profiling and that BGC expression, rather than genomic presence alone, differentiates oral microbial community states. This underscores the relevance of specialized metabolism to oral health and supports the use of BGC-centric analyses to interrogate microbial interactions underlying community stability and disease-associated shifts.

口腔微生物群在健康和龋齿中的生物合成基因簇景观。
口腔微生物组中由生物合成基因簇(BGCs)编码的特殊代谢物在口腔健康和疾病的背景下仍未被广泛探索。先前以基因组为中心的调查已经在口腔中发现了数百种与健康和疾病相关的未表征的bgc,但这些研究依赖于参考基因组,没有捕捉到菌株水平的变化或bgc的天然分布。在这里,我们从健康和龋齿样本中收集了三个独立来源的宏基因组数据集,提取了bgc,并量化了它们的宏基因组丰度和转录活性。我们发现,芳基多烯、核糖体合成和翻译后修饰肽(RiPP)和非核糖体肽(NRP)编码的bgc是三个宏基因组数据集中发现的最突出的bgc。我们将鉴定出的bgc分为基于同源性的基因簇家族(gcf),发现特定的gcf与不同分类群的健康或龋齿一致相关,这表明一些特殊的代谢物可能具有保守的生态功能。相反,其他BGCs在分类上的分布更为有限,并且与疾病相关的分类群(如增酸丙酸杆菌)有关,这表明在口腔环境中具有特定生态位的生物合成能力。将弹性网络回归应用于亚转录组数据集,进一步确定了51个BGC子集,这些子集从bb3000个样本中区分出健康样本和龋齿样本,从而加强了BGC表达模式的区分能力。总之,这些结果表明BGC提供了超越分类学分析的功能分辨率,并且BGC表达而不是基因组存在能够区分口腔微生物群落状态。这强调了特殊代谢与口腔健康的相关性,并支持使用bgc为中心的分析来询问微生物相互作用潜在的群落稳定性和疾病相关的变化。
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来源期刊
Journal of Industrial Microbiology & Biotechnology
Journal of Industrial Microbiology & Biotechnology 工程技术-生物工程与应用微生物
CiteScore
7.70
自引率
0.00%
发文量
25
审稿时长
3 months
期刊介绍: The Journal of Industrial Microbiology and Biotechnology is an international journal which publishes papers describing original research, short communications, and critical reviews in the fields of biotechnology, fermentation and cell culture, biocatalysis, environmental microbiology, natural products discovery and biosynthesis, marine natural products, metabolic engineering, genomics, bioinformatics, food microbiology, and other areas of applied microbiology
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