Aug 2026· Frontiers in Bioinformatics· Vol 6· 0 citations· 59 references
Medicine
TL;DR
The biological relevance and evolutionary advantage of cryptic BGCs’ role in interactions between microorganisms, such as competition, communication, symbiosis and environmental adaptability, are discussed to provide a useful background for accelerating next-generation antibiotics.
Abstract
Antimicrobial resistance (AMR) has been identified as one of the 21st century’s severest global public health crises. AMR led to an estimated 4.95 million deaths in 2019 and will claim 10 million lives a year by 2050 in the absence of targeted interventions. During the same period, the number of novel antibiotics discovered has decreased drastically as many researchers are rediscovering known antibiotics, non-model microorganisms are poorly understood or difficult to culture and antibiotic research and development investment has declined drastically. However, high-throughput whole genome sequencing and the subsequent application of bioinformatics in bacterial and fungal genomes have shown that a numerous of cryptic or silent biosynthetic gene clusters (BGCs) remain latent at ambient laboratory conditions since their genes are transcriptionally inactive. Cryptic BGCs represent a vast source of unique secondary metabolites, many of which may yield novel antibacterial, antifungal, anti-cancer and other potentially valuable natural products. This review discusses the biological relevance of cryptic BGCs, the major limiting factors that restricts their activation and novel strategies that have been employed to activate them and exploit their potential to produce novel natural products. The review focuses on biological approaches including CRISPR-Cas mediation for the activation of cryptic BGCs, promoter engineering, pathway refactoring, and heterologous expression; biochemical strategies such as Osman, OsMAC, Precursor Feeding, Chemical Elicitation, Epigenetic Regulation and Co-cultivation and technology-based strategies such as Genome mining, Microfluidic Cultivation systems, High-Throughput Screening, Metabolomics, Molecular Networking and Artificial Intelligence and Machine Learning based prediction of BGCs and their metabolites. The use of multi-omics technologies combined with synthetic biology to achieve better discovery, characterization and large-scale production of novel natural products is also discussed herein. Finally, we will talk about the ecological significance and evolutionary advantage of cryptic BGCs’ role in interactions between microorganisms, such as competition, communication, symbiosis and environmental adaptability, so as to provide a useful background for accelerating next-generation antibiotics.
This research demonstrates the efficacy of a genome-led approach to drug discovery, which has successfully translated genomic data into tangible chemical matter, functionally characterised previously cryptic BGCs, and contributed a novel class of antibiotics to the global pipeline for combating infectious diseases.
The escalating global crisis of antimicrobial resistance (AMR) poses a severe threat to human health, creating an urgent need to discover novel antimicrobial compounds. Natural products derived from actinobacteria represent a rich and diverse repertoire of bioactive molecules. However, biosynthetic gene clusters (BGCs)...
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Beneficial microbes from soil or marine habitats are promising sources for discovery of new bioactive compounds for medicine and agriculture, largely through biosynthetic gene clusters (BGCs) that encode the production of complex natural products for drug and antibiotic discovery. However, most BGCs are transcriptional...
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This review focuses on recent advances in metagenomics and metabolomics-driven antimicrobial discovery, with particular emphasis on integrative, resistance-aware approaches that bridge genomes, metabolites, and antimicrobial phenotypes.
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The integrated bioinformatics pipeline enabled the reconstruction of 37 medium-to-high-quality metagenome-assembled genomes (MAGs), and recovered 147 BGCs mostly from Pseudomonadota, Actinomycetota, and Acidobacteriota phyla, highlighting the Siwa Oasis as a promising reservoir of unexplored biosynthetic potential and...
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