Developments in computational omics technologies have provided new means to access
the hidden diversity of natural products, unearthing new potential for drug discovery. In …

Metabolomics investigates global metabolic alterations associated with chemical, biological,
physiological, or pathological processes. These metabolic changes are measured with …

First released in 2006, DrugBank (https://go. drugbank. com) has grown to become the 'gold
standard'knowledge resource for drug, drug–target and related pharmaceutical information …

Natural Products (NP) are essential for the discovery of novel drugs and products for
numerous biotechnological applications. The NP discovery process is expensive and time …

Abstract The Human Microbial Metabolome Database (MiMeDB)(https://mimedb. org) is a
comprehensive, multi-omic, microbiome resource that connects:(i) microbes to microbial …

Abstract The CFM-ID 4.0 web server (https://cfmid. wishartlab. com) is an online tool for
predicting, annotating and interpreting tandem mass (MS/MS) spectra of small molecules. It …

Recently, a novel cyclo-heptapeptide composed of alternating d, l-amino acids and a unique
thiazolidine heterocycle, called lugdunin, was discovered, which is produced by the nasal …

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 …

Covering: up to March 2023 Machine learning (ML) has emerged as a popular tool for
analyzing the structures of natural products (NPs). This review presents a summary of the …

Abstract BioTransformer 3.0 (https://biotransformer. ca) is a freely available web server that
supports accurate, rapid and comprehensive in silico metabolism prediction. It combines …