Matin Nuhamunada

This study identifies 3,273 biosynthetic gene clusters in 284 Paenibacillus genomes, revealing extensive unknown clusters and clade-specific biosynthetic patterns.

This study presents 121 new Bacillales genomes, identifies 1,176 biosynthetic gene clusters, and provides open-access data to enhance research on secondary metabolite production.

The paper introduces the BGC Atlas, a web resource that explores BGC diversity in metagenomes, identifying nearly 1.8 million BGCs and showing RiPPs as the most abundant compound class.

The paper provides over 1,000 high-quality Actinomycetia genomes, revealing genomic structures and biosynthetic gene cluster organization with ecological and biotechnological implications.

BGCFlow is a systematic workflow for analyzing biosynthetic gene clusters across large genomic datasets, demonstrating improved dereplication and comparative analysis of RiPPs in Saccharopolyspora genomes.