Deep learning bears promise for drug discovery, including advanced image analysis,
prediction of molecular structure and function, and automated generation of innovative …

Natural products (NPs) are primarily recognized as privileged structures to interact with
protein drug targets. Their unique characteristics and structural diversity continue to marvel …

Highlights•Online resources facilitate in silico drug-likeness study.•Databases gathering
high quality and up to date data are essential for drug-likeness evaluation.•Web servers for …

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

The case for a renewed focus on Nature in drug discovery is reviewed; not in terms of
natural product screening, but how and why biomimetic molecules, especially those …

This review seeks to provide a timely survey of the scope and limitations of cheminformatics
methods in natural product‐based drug discovery. Following an overview of data resources …

Covering: up to 2021 The structural core of most small-molecule drugs is formed by a ring
system, often derived from natural products. However, despite the importance of natural …

Natural product structure and fragment-based compound development inspire pseudo-
natural product design through different combinations of a given natural product fragment …

Antimicrobial resistance is an emerging global health threat necessitating the rapid
development of novel antimicrobials. Remarkably, the vast majority of currently available …

Natural products are continually explored in the development of new bioactive compounds
with industrial applications, attracting the attention of scientific research efforts due to their …