Genomic, Molecular Networking-Based Metabolomic, and Bioactivity Profiling of Actinobacteria from Undisturbed Caves in Pakistan.

IF 3.1 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Applied Biochemistry and Biotechnology Pub Date : 2025-01-09 DOI:10.1007/s12010-024-05158-0
Shahid Nawaz, Leigh Skala, Muhammad Amin, Fernanda Iruegas-Bocardo, Arash Samadi, K H Ahammad Uz Zaman, Jeff H Chang, Imran Sajid, Taifo Mahmud
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Abstract

Caves are a unique ecosystem that harbor diverse microorganisms, and provide a challenging environment to the dwelling microbial communities, which may boost gene expression and can lead to the production of inimitable bioactive natural products. In this study, we obtained 59 actinobacteria from four different caves located in Bahadurkhel, District Karak, Pakistan. On the basis of taxonomic characteristics, 30 isolates were selected and screened for secondary metabolites production and bioactivity profiling. The extracts of all the isolates exhibited promising antibacterial activity against several pathogenic bacteria, with the best outcome seen in the extract of isolate SNK 21. The metabolomic analysis of the extracts by LC-MS/MS-based molecular networking and whole genome sequencing (WGS) followed by antiSMASH analysis revealed the presence of diverse secondary metabolites and biosynthetic gene clusters (BGCs) in SNK 21. Purification of compounds by manual chromatography, HPLC, and characterization by NMR, HR-MS, led to the identification of the active compounds, actinomycin D and its isomer. In addition, metabolomic analysis and genome mining of morphologically distinct isolates, SNK 202 and SNK 329, also showed diverse secondary metabolites and BGCs, underscoring the potential of actinobacteria from undisturbed caves in Pakistan as a new source of bioactive compounds.

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巴基斯坦未受干扰洞穴中放线菌的基因组、基于分子网络的代谢组学和生物活性分析。
洞穴是一种独特的生态系统,孕育着多种微生物,为栖息的微生物群落提供了一个具有挑战性的环境,这可能会促进基因表达,并导致产生独特的生物活性天然产物。在这项研究中,我们从位于巴基斯坦卡拉克地区Bahadurkhel的四个不同洞穴中获得了59个放线菌。根据菌株的分类特征,对30株菌株进行了次生代谢产物产生和生物活性分析。所有分离物的提取物对几种病原菌均表现出良好的抑菌活性,其中SNK 21提取物的抑菌效果最好。通过LC-MS/MS-based分子网络和全基因组测序(WGS)以及anti - smash分析对snk21提取物进行代谢组学分析,发现snk21中存在多种次生代谢物和生物合成基因簇(bgc)。通过人工色谱、高效液相色谱对化合物进行纯化,并通过核磁共振、HR-MS进行表征,鉴定出活性化合物放线菌素D及其异构体。此外,对形态不同的SNK 202和SNK 329菌株的代谢组学分析和基因组挖掘也显示出不同的次级代谢物和bgc,强调了来自巴基斯坦未受干扰洞穴的放线菌作为生物活性化合物新来源的潜力。
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来源期刊
Applied Biochemistry and Biotechnology
Applied Biochemistry and Biotechnology 工程技术-生化与分子生物学
CiteScore
5.70
自引率
6.70%
发文量
460
审稿时长
5.3 months
期刊介绍: This journal is devoted to publishing the highest quality innovative papers in the fields of biochemistry and biotechnology. The typical focus of the journal is to report applications of novel scientific and technological breakthroughs, as well as technological subjects that are still in the proof-of-concept stage. Applied Biochemistry and Biotechnology provides a forum for case studies and practical concepts of biotechnology, utilization, including controls, statistical data analysis, problem descriptions unique to a particular application, and bioprocess economic analyses. The journal publishes reviews deemed of interest to readers, as well as book reviews, meeting and symposia notices, and news items relating to biotechnology in both the industrial and academic communities. In addition, Applied Biochemistry and Biotechnology often publishes lists of patents and publications of special interest to readers.
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