{"title":"Exploring bioactive compound origins: Profiling gene cluster signatures related to biosynthesis in microbiomes of Sof Umer Cave, Ethiopia.","authors":"Abu Feyisa Meka, Gessesse Kebede Bekele, Musin Kelel Abas, Mesfin Tafesse Gemeda","doi":"10.1371/journal.pone.0315536","DOIUrl":null,"url":null,"abstract":"<p><p>Sof Umer Cave is an unexplored extreme environment that hosts novel microbes and potential genetic resources. Microbiomes from caves have been genetically adapted to produce various bioactive metabolites, allowing them to survive and tolerate harsh conditions. However, the biosynthesis-related gene cluster signatures in the microbiomes of Sof Umer Cave have not been explored. Therefore, high-throughput shotgun sequencing was used to explore biosynthesis-related gene clusters (BGCs) in the microbiomes of Sof Umer Cave. The GeneAll DNA Soil Mini Kit was used to extract high-molecular-weight DNA from homogenized samples, and the purified DNA was sequenced using a NovaSeq PE150. According to the Micro-RN database, the most common microbial genera in Sof Umer Cave are Protobacteria, Actinobacteria, Verrucomicrobiota, and Cyanobacteria. The biosynthesis-related gene clusters were annotated and classified, and the BGCs were predicted using antiSMASH and NAPDOS1. A total of 460 putative regions of BGCs encoding a wide range of secondary metabolites were identified, including RiPP (47.82%), terpene (19.57%), NRPS (13.04%), hybrid (2.18%), and other newly annotated (10.87%) compounds. Additionally, the NAPDOS pipeline identified a calcium-dependent antibiotic gene cluster from Streptomyces coelicolor, an actinomycin gene cluster from Streptomyces chrysomallus, and a bleomycin gene cluster from Streptomyces verticillus. These findings highlight the untapped biosynthetic potential of the Sof Umer Cave microbiome, as well as its potential for the discovery of natural products.</p>","PeriodicalId":20189,"journal":{"name":"PLoS ONE","volume":"20 3","pages":"e0315536"},"PeriodicalIF":2.9000,"publicationDate":"2025-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11884727/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"PLoS ONE","FirstCategoryId":"103","ListUrlMain":"https://doi.org/10.1371/journal.pone.0315536","RegionNum":3,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q1","JCRName":"MULTIDISCIPLINARY SCIENCES","Score":null,"Total":0}
引用次数: 0
摘要
索夫乌默尔洞穴是一个尚未开发的极端环境,其中孕育着新型微生物和潜在的遗传资源。洞穴中的微生物群在基因上适应产生各种生物活性代谢物,使它们能够生存并忍受恶劣的条件。然而,索夫乌默尔洞穴微生物群中与生物合成相关的基因簇特征尚未得到探索。因此,研究人员利用高通量霰弹枪测序技术来探索索夫乌默尔洞穴微生物群中的生物合成相关基因簇(BGCs)。研究人员使用 GeneAll DNA Soil Mini Kit 从均质样品中提取高分子量 DNA,并使用 NovaSeq PE150 对纯化的 DNA 进行测序。根据 Micro-RN 数据库,苏夫乌梅尔石窟中最常见的微生物属是原生细菌、放线菌、蛭弧菌和蓝细菌。对生物合成相关基因簇进行了注释和分类,并使用 antiSMASH 和 NAPDOS1 预测了生物合成相关基因簇。共鉴定出 460 个编码多种次生代谢物的 BGCs 推测区域,包括 RiPP(47.82%)、萜烯(19.57%)、NRPS(13.04%)、杂交(2.18%)和其他新注释(10.87%)化合物。此外,NAPDOS 管道还从嗜钙链霉菌(Streptomyces coelicolor)中发现了一个钙依赖性抗生素基因簇,从蛹链霉菌(Streptomyces chrysomallus)中发现了一个放线菌素基因簇,从葡萄链霉菌(Streptomyces verticillus)中发现了一个博来霉素基因簇。这些发现凸显了 Sof Umer 洞穴微生物群尚未开发的生物合成潜力,以及发现天然产品的潜力。
Exploring bioactive compound origins: Profiling gene cluster signatures related to biosynthesis in microbiomes of Sof Umer Cave, Ethiopia.
Sof Umer Cave is an unexplored extreme environment that hosts novel microbes and potential genetic resources. Microbiomes from caves have been genetically adapted to produce various bioactive metabolites, allowing them to survive and tolerate harsh conditions. However, the biosynthesis-related gene cluster signatures in the microbiomes of Sof Umer Cave have not been explored. Therefore, high-throughput shotgun sequencing was used to explore biosynthesis-related gene clusters (BGCs) in the microbiomes of Sof Umer Cave. The GeneAll DNA Soil Mini Kit was used to extract high-molecular-weight DNA from homogenized samples, and the purified DNA was sequenced using a NovaSeq PE150. According to the Micro-RN database, the most common microbial genera in Sof Umer Cave are Protobacteria, Actinobacteria, Verrucomicrobiota, and Cyanobacteria. The biosynthesis-related gene clusters were annotated and classified, and the BGCs were predicted using antiSMASH and NAPDOS1. A total of 460 putative regions of BGCs encoding a wide range of secondary metabolites were identified, including RiPP (47.82%), terpene (19.57%), NRPS (13.04%), hybrid (2.18%), and other newly annotated (10.87%) compounds. Additionally, the NAPDOS pipeline identified a calcium-dependent antibiotic gene cluster from Streptomyces coelicolor, an actinomycin gene cluster from Streptomyces chrysomallus, and a bleomycin gene cluster from Streptomyces verticillus. These findings highlight the untapped biosynthetic potential of the Sof Umer Cave microbiome, as well as its potential for the discovery of natural products.
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