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 …

Integrative omics approaches for biosynthetic pathway discovery in plants

KS Singh, JJJ van der Hooft, SCM van Wees… - Natural Product …, 2022 - pubs.rsc.org
Covering: up to 2022 With the emergence of large amounts of omics data, computational
approaches for the identification of plant natural product biosynthetic pathways and their …

MIBiG 3.0: a community-driven effort to annotate experimentally validated biosynthetic gene clusters

BR Terlouw, K Blin, JC Navarro-Munoz… - Nucleic acids …, 2023 - academic.oup.com
With an ever-increasing amount of (meta) genomic data being deposited in sequence
databases,(meta) genome mining for natural product biosynthetic pathways occupies a …

The Natural Products Atlas 2.0: a database of microbially-derived natural products

JA van Santen, EF Poynton, D Iskakova… - Nucleic acids …, 2022 - academic.oup.com
Within the natural products field there is an increasing emphasis on the study of compounds
from microbial sources. This has been fuelled by interest in the central role that …

A global phylogeny of butterflies reveals their evolutionary history, ancestral hosts and biogeographic origins

AY Kawahara, C Storer, APS Carvalho… - Nature ecology & …, 2023 - nature.com
Butterflies are a diverse and charismatic insect group that are thought to have evolved with
plants and dispersed throughout the world in response to key geological events. However …

microbeMASST: a taxonomically informed mass spectrometry search tool for microbial metabolomics data

S Zuffa, R Schmid, A Bauermeister, PW P. Gomes… - Nature …, 2024 - nature.com
Abstract microbeMASST, a taxonomically informed mass spectrometry (MS) search tool,
tackles limited microbial metabolite annotation in untargeted metabolomics experiments …

PubChem 2023 update

S Kim, J Chen, T Cheng, A Gindulyte, J He… - Nucleic acids …, 2023 - academic.oup.com
Abstract PubChem (https://pubchem. ncbi. nlm. nih. gov) is a popular chemical information
resource that serves a wide range of use cases. In the past two years, a number of changes …

Molecular docking, simulation and binding free energy analysis of small molecules as PfHT1 inhibitors

AJ Owoloye, FC Ligali, OA Enejoh, AZ Musa, O Aina… - PloS one, 2022 - journals.plos.org
Antimalarial drug resistance has thrown a spanner in the works of malaria elimination. New
drugs are required for ancillary support of existing malaria control efforts. Plasmodium …

Recent advances in machine-learning-based chemoinformatics: a comprehensive review

SK Niazi, Z Mariam - International Journal of Molecular Sciences, 2023 - mdpi.com
In modern drug discovery, the combination of chemoinformatics and quantitative structure–
activity relationship (QSAR) modeling has emerged as a formidable alliance, enabling …

Recent advances in mass spectrometry-based computational metabolomics

TMD Ebbels, JJJ van der Hooft, H Chatelaine… - Current opinion in …, 2023 - Elsevier
The computational metabolomics field brings together computer scientists, bioinformaticians,
chemists, clinicians, and biologists to maximize the impact of metabolomics across a wide …