Marine natural products

AR Carroll, BR Copp, RA Davis, RA Keyzers… - Natural Product …, 2020 - pubs.rsc.org
This review covers the literature published between January and December in 2018 for
marine natural products (MNPs), with 717 citations (706 for the period January to December …

[HTML][HTML] Review on natural products databases: where to find data in 2020

M Sorokina, C Steinbeck - Journal of cheminformatics, 2020 - Springer
Natural products (NPs) have been the centre of attention of the scientific community in the
last decencies and the interest around them continues to grow incessantly. As a …

Natural products: A lead for drug discovery and development

B Chopra, AK Dhingra - Phytotherapy Research, 2021 - Wiley Online Library
Natural products are used since ancient times in folklore for the treatment of various
ailments. Plant‐derived products have been recognized for many years as a source of …

[HTML][HTML] Natural product drug discovery in the artificial intelligence era

FI Saldívar-González, VD Aldas-Bulos… - Chemical …, 2022 - pubs.rsc.org
Natural products (NPs) are primarily recognized as privileged structures to interact with
protein drug targets. Their unique characteristics and structural diversity continue to marvel …

[HTML][HTML] Marine natural products: A source of novel anticancer drugs

SAM Khalifa, N Elias, MA Farag, L Chen, A Saeed… - Marine drugs, 2019 - mdpi.com
Cancer remains one of the most lethal diseases worldwide. There is an urgent need for new
drugs with novel modes of action and thus considerable research has been conducted for …

Deep learning spectroscopy: Neural networks for molecular excitation spectra

K Ghosh, A Stuke, M Todorović… - Advanced …, 2019 - Wiley Online Library
Deep learning methods for the prediction of molecular excitation spectra are presented. For
the example of the electronic density of states of 132k organic molecules, three different …

[HTML][HTML] Advanced methods for natural products discovery: bioactivity screening, dereplication, metabolomics profiling, genomic sequencing, databases and informatic …

SP Gaudêncio, E Bayram, L Lukić Bilela, M Cueto… - Marine drugs, 2023 - mdpi.com
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 …

[HTML][HTML] Recent advances in molecular docking for the research and discovery of potential marine drugs

G Chen, AJ Seukep, M Guo - Marine drugs, 2020 - mdpi.com
Marine drugs have long been used and exhibit unique advantages in clinical practices.
Among the marine drugs that have been approved by the Food and Drug Administration …

A convolutional neural network-based approach for the rapid annotation of molecularly diverse natural products

R Reher, HW Kim, C Zhang, HH Mao… - Journal of the …, 2020 - ACS Publications
This report describes the first application of the novel NMR-based machine learning tool
“Small Molecule Accurate Recognition Technology”(SMART 2.0) for mixture analysis and …

Cheminformatics in natural product‐based drug discovery

Y Chen, J Kirchmair - Molecular Informatics, 2020 - Wiley Online Library
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 …