Generative machine learning for de novo drug discovery: A systematic review

DD Martinelli - Computers in Biology and Medicine, 2022 - Elsevier
Recent research on artificial intelligence indicates that machine learning algorithms can
auto-generate novel drug-like molecules. Generative models have revolutionized de novo …

[HTML][HTML] Tackling antibiotic resistance with compounds of natural origin: A comprehensive review

FJ Álvarez-Martínez, E Barrajón-Catalán, V Micol - Biomedicines, 2020 - mdpi.com
Drug-resistant bacteria pose a serious threat to human health worldwide. Current antibiotics
are losing efficacy and new antimicrobial agents are urgently needed. Living organisms are …

Network pharmacology and molecular docking analyses on Lianhua Qingwen capsule indicate Akt1 is a potential target to treat and prevent COVID‐19

QD Xia, Y Xun, JL Lu, YC Lu, YY Yang, P Zhou… - Cell …, 2020 - Wiley Online Library
Abstract Objectives Coronavirus disease 2019 (COVID‐19) is rapidly spreading worldwide.
Lianhua Qingwen capsule (LQC) has shown therapeutic effects in patients with COVID‐19 …

Network pharmacology and molecular docking analysis on molecular targets and mechanisms of Huashi Baidu formula in the treatment of COVID-19

Q Tao, J Du, X Li, J Zeng, B Tan, J Xu… - Drug development and …, 2020 - Taylor & Francis
Abstract Purpose Huashi Baidu formula (HSBDF) was developed to treat the patients with
severe COVID-19 in China. The purpose of this study was to explore its active compounds …

Application of molecular simulation methods in food science: status and prospects

Y Yu, S Xu, R He, G Liang - Journal of Agricultural and Food …, 2023 - ACS Publications
Molecular simulation methods, such as molecular docking, molecular dynamic (MD)
simulation, and quantum chemical (QC) calculation, have become popular as …

A novel role of Nano selenium and sildenafil on streptozotocin-induced diabetic nephropathy in rats by modulation of inflammatory, oxidative, and apoptotic pathways

MF El-Azab, AA Al-Karmalawy, SA Antar, PA Hanna… - Life sciences, 2022 - Elsevier
Aims The present study aimed to investigate the effect of nano selenium, sildenafil, and their
combination on inflammation, oxidative stress, and apoptosis in streptozotocin-induced …

[HTML][HTML] Network pharmacology and molecular docking to elucidate the potential mechanism of ligusticum chuanxiong against osteoarthritis

C Xiang, Y Liao, Z Chen, B Xiao, Z Zhao, A Li… - Frontiers in …, 2022 - frontiersin.org
Background: Osteoarthritis (OA) is a degenerative disease which serious affects patients.
Ligusticum chuanxiong (CX) has been shown to have a certain curative effect on …

Molecular simulation of naringin combined with experimental elucidation–Pharmaceutical activity and Molecular docking against Breast cancer

A Zochedh, K Chandran, M Priya, AB Sultan… - Journal of Molecular …, 2023 - Elsevier
In this work, quantum chemical simulations based on density functional theory (DFT) were
utilized to explore the structural and spectroscopic features of naringin. The breast cancer …

Investigation on structural, spectroscopic, DFT, biological activity and molecular docking simulation of essential oil Gamma-Terpinene

A Zochedh, M Priya, A Shunmuganarayanan… - Journal of Molecular …, 2022 - Elsevier
Density functional theory (DFT) quantum chemical computations were used to explore the
structural and spectroscopic characteristics of the Gamma terpinene molecule in this study …

Computational design of enzymes for biotechnological applications

J Planas-Iglesias, SM Marques, GP Pinto, M Musil… - Biotechnology …, 2021 - Elsevier
Enzymes are the natural catalysts that execute biochemical reactions upholding life. Their
natural effectiveness has been fine-tuned as a result of millions of years of natural evolution …