Genome mining based on transcriptional regulatory networks uncovers a novel locus involved in desferrioxamine biosynthesis.

IF 9.8 1区 生物学 Q1 Agricultural and Biological Sciences
PLoS Biology Pub Date : 2025-06-12 eCollection Date: 2025-06-01 DOI:10.1371/journal.pbio.3003183
Hannah E Augustijn, Zachary L Reitz, Le Zhang, Jeanine A Boot, Somayah S Elsayed, Gregory L Challis, Marnix H Medema, Gilles P van Wezel
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引用次数: 0

Abstract

Bacteria produce a plethora of natural products that are in clinical, agricultural and biotechnological use. Genome mining has uncovered millions of biosynthetic gene clusters (BGCs) that encode their biosynthesis, the vast majority of them lacking a clear product or function. Thus, a major challenge is to predict the bioactivities of the molecules these BGCs specify, and how to elicit their expression. Here, we present an innovative strategy whereby we harness the power of regulatory networks combined with global gene expression patterns to predict BGC functions. Bioinformatic analysis of all genes predicted to be controlled by the iron master regulator DmdR1 combined with co-expression data, led to identification of the novel operon desJGH that plays a key role in the biosynthesis of the iron overload drug desferrioxamine (DFO) B in Streptomyces coelicolor. Deletion of either desG or desH strongly reduces the biosynthesis of DFO B, while that of DFO E is enhanced. DesJGH most likely act by changing the balance between the DFO precursors. Our work shows the power of harnessing regulation-based genome mining to functionally prioritize BGCs, accelerating the discovery of novel bioactive molecules.

基于转录调控网络的基因组挖掘揭示了一个涉及去铁胺生物合成的新位点。
细菌产生大量用于临床、农业和生物技术的天然产物。基因组挖掘已经发现了数百万个编码生物合成的生物合成基因簇(bgc),其中绝大多数缺乏明确的产物或功能。因此,一个主要的挑战是预测这些bgc指定的分子的生物活性,以及如何引发它们的表达。在这里,我们提出了一种创新的策略,即利用调控网络的力量结合全球基因表达模式来预测BGC功能。对铁主调控因子DmdR1控制的所有基因进行生物信息学分析,并结合共表达数据,鉴定出新的操纵子desJGH,该操纵子在链霉菌中铁超载药物去铁胺(DFO) B的生物合成中起关键作用。无论是desG还是desH的缺失,都会大大降低DFO B的生物合成,而DFO E的生物合成则会增强。DesJGH很可能通过改变DFO前体之间的平衡而起作用。我们的工作显示了利用基于调控的基因组挖掘来优先考虑bgc的功能,加速发现新的生物活性分子的力量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
PLoS Biology
PLoS Biology BIOCHEMISTRY & MOLECULAR BIOLOGY-BIOLOGY
CiteScore
15.40
自引率
2.00%
发文量
359
审稿时长
3-8 weeks
期刊介绍: PLOS Biology is the flagship journal of the Public Library of Science (PLOS) and focuses on publishing groundbreaking and relevant research in all areas of biological science. The journal features works at various scales, ranging from molecules to ecosystems, and also encourages interdisciplinary studies. PLOS Biology publishes articles that demonstrate exceptional significance, originality, and relevance, with a high standard of scientific rigor in methodology, reporting, and conclusions. The journal aims to advance science and serve the research community by transforming research communication to align with the research process. It offers evolving article types and policies that empower authors to share the complete story behind their scientific findings with a diverse global audience of researchers, educators, policymakers, patient advocacy groups, and the general public. PLOS Biology, along with other PLOS journals, is widely indexed by major services such as Crossref, Dimensions, DOAJ, Google Scholar, PubMed, PubMed Central, Scopus, and Web of Science. Additionally, PLOS Biology is indexed by various other services including AGRICOLA, Biological Abstracts, BIOSYS Previews, CABI CAB Abstracts, CABI Global Health, CAPES, CAS, CNKI, Embase, Journal Guide, MEDLINE, and Zoological Record, ensuring that the research content is easily accessible and discoverable by a wide range of audiences.
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