Machine learning in preclinical drug discovery

DB Catacutan, J Alexander, A Arnold… - Nature Chemical …, 2024 - nature.com
Drug-discovery and drug-development endeavors are laborious, costly and time consuming.
These programs can take upward of 12 years and cost US $2.5 billion, with a failure rate of …

Next-Gen Therapeutics: Pioneering Drug Discovery with iPSCs, Genomics, AI, and Clinical Trials in a Dish

Z Yildirim, K Swanson, X Wu, J Zou… - Annual Review of …, 2024 - annualreviews.org
In the high-stakes arena of drug discovery, the journey from bench to bedside is hindered by
a daunting 92% failure rate, primarily due to unpredicted toxicities and inadequate …

MolScore: a scoring, evaluation and benchmarking framework for generative models in de novo drug design

M Thomas, NM O'Boyle, A Bender… - Journal of Cheminformatics, 2024 - Springer
Generative models are undergoing rapid research and application to de novo drug design.
To facilitate their application and evaluation, we present MolScore. MolScore already …

Systematic evaluation of high-throughput PBK modelling strategies for the prediction of intravenous and oral pharmacokinetics in humans

R Geci, D Gadaleta, MG de Lomana… - Archives of …, 2024 - Springer
Physiologically based kinetic (PBK) modelling offers a mechanistic basis for predicting the
pharmaco-/toxicokinetics of compounds and thereby provides critical information for …

Bovine carbonic anhydrase (bCA) inhibitors: Synthesis, molecular docking and theoretical studies of bisoxadiazole-substituted sulfonamide derivatives

A Eybek, MO Kaya, Ö Güleç, T Demirci… - International Journal of …, 2024 - Elsevier
This paper describes the in vitro inhibition potential of bisoxadiazole-substituted
sulfonamide derivatives (6a-t) against bovine carbonic anhydrase (bCA) after they were …

[HTML][HTML] The Immunosuppressive Properties of Cyclo-[D-Pro-Pro-β3-HoPhe-Phe-] Tetrapeptide Selected from Stereochemical Variants of Cyclo-[Pro-Pro-β3 …

K Kaczmarek, J Artym, J Bojarska… - Pharmaceutics, 2024 - mdpi.com
The anti-inflammatory, antiviral, and anti-cancer properties, as well as the mechanism of
action of cyclo-[Pro-Pro-β 3-HoPhe-Phe-] tetrapeptide (denoted as 4B8M), were recently …

Integrating ADMET, enrichment analysis, and molecular docking approach to elucidate the mechanism of Artemisia herba alba for the treatment of inflammatory …

H Wahnou, F Hmimid, A Errami… - Journal of Toxicology …, 2024 - Taylor & Francis
ABSTRACT Inflammatory Bowel Disease-Associated Arthritis (IBD-associated arthritis)
poses a significant challenge, intertwining the complexities of both inflammatory bowel …

Targeting SARS-CoV2 spike glycoprotein: molecular insights into phytocompounds binding interactions – in-silico molecular docking

K Saravanan, S Elavarasi, G Revathi… - Journal of …, 2024 - Taylor & Francis
This study utilized small molecular characterization and docking study to evaluate the
binding affinity of seven antiviral phytocompounds with the SARS CoV-2 variants (SARS …

[HTML][HTML] Investigation of in silico studies for cytochrome P450 isoforms specificity

Y Wei, L Palazzolo, OB Mariem, D Bianchi… - Computational and …, 2024 - Elsevier
Abstract Cytochrome P450 (CYP450) enzymes comprise a highly diverse superfamily of
heme-thiolate proteins that responsible for catalyzing over 90% of enzymatic reactions …

Green synthesis and anticancer evaluation of dispiroheterocycles containing isatin, tetrahydrobetacarboline, pyrrolidine and aurone motifs

M Mohan, G Gilbert, KS Sandhya, AS Nair… - Journal of Molecular …, 2024 - Elsevier
Twenty-one dispiro pyrrolidine derivatives were synthesized using a green protocol by the
classical [3+ 2] cycloaddition reaction of aurones with azomethine ylide derived from 1, 2, 3 …