Mechanism of action of ribosomally synthesized and post-translationally modified peptides

C Ongpipattanakul, EK Desormeaux… - Chemical …, 2022 - ACS Publications
Ribosomally synthesized and post-translationally modified peptides (RiPPs) are a natural
product class that has undergone significant expansion due to the rapid growth in genome …

Mining and unearthing hidden biosynthetic potential

K Scherlach, C Hertweck - Nature Communications, 2021 - nature.com
Genetically encoded small molecules (secondary metabolites) play eminent roles in
ecological interactions, as pathogenicity factors and as drug leads. Yet, these chemical …

Mining genomes to illuminate the specialized chemistry of life

MH Medema, T de Rond, BS Moore - Nature Reviews Genetics, 2021 - nature.com
All organisms produce specialized organic molecules, ranging from small volatile chemicals
to large gene-encoded peptides, that have evolved to provide them with diverse cellular and …

Artificial intelligence for natural product drug discovery

MW Mullowney, KR Duncan, SS Elsayed… - Nature Reviews Drug …, 2023 - nature.com
Developments in computational omics technologies have provided new means to access
the hidden diversity of natural products, unearthing new potential for drug discovery. In …

A roadmap for metagenomic enzyme discovery

SL Robinson, J Piel, S Sunagawa - Natural Product Reports, 2021 - pubs.rsc.org
Covering: up to 2021 Metagenomics has yielded massive amounts of sequencing data
offering a glimpse into the biosynthetic potential of the uncultivated microbial majority. While …

Metabolomics and genomics in natural products research: complementary tools for targeting new chemical entities

LK Caesar, R Montaser, NP Keller… - Natural product reports, 2021 - pubs.rsc.org
Covering: 2010 to 2021 Organisms in nature have evolved into proficient synthetic chemists,
utilizing specialized enzymatic machinery to biosynthesize an inspiring diversity of …

Artificial intelligence as a smart approach to develop antimicrobial drug molecules: A paradigm to combat drug-resistant infections

A Talat, AU Khan - Drug Discovery Today, 2023 - Elsevier
Highlights•Artificial intelligence can combat AMR by discovering antibiotic alternatives.•AI is
fast, cost-efficient, minimum labour dependant strategy.•The chances of failure in AI based …

Class V lanthipeptide cyclase directs the biosynthesis of a stapled peptide natural product

ZF Pei, L Zhu, R Sarksian… - Journal of the …, 2022 - ACS Publications
Lanthipeptides are a class of cyclic peptides characterized by the presence of one or more
lanthionine (Lan) or methyllanthionine (MeLan) thioether rings. These cross-links are …

Machine learning-enabled genome mining and bioactivity prediction of natural products

Y Yuan, C Shi, H Zhao - ACS synthetic biology, 2023 - ACS Publications
Natural products (NPs) produced by microorganisms and plants are a major source of drugs,
herbicides, and fungicides. Thanks to recent advances in DNA sequencing, bioinformatics …

Artificial intelligence in microbial natural product drug discovery: current and emerging role

VJ Sahayasheela, MB Lankadasari, VM Dan… - Natural product …, 2022 - pubs.rsc.org
Covering: up to the end of 2022 Microorganisms are exceptional sources of a wide array of
unique natural products and play a significant role in drug discovery. During the golden era …