The influence of drug-like concepts on decision-making in medicinal chemistry

PD Leeson, B Springthorpe - Nature reviews Drug discovery, 2007 - nature.com
The application of guidelines linked to the concept of drug-likeness, such as the'rule of five',
has gained wide acceptance as an approach to reduce attrition in drug discovery and …

Proteolysis targeting chimeras (PROTACs) in 'beyond rule-of-five'chemical space: Recent progress and future challenges

SD Edmondson, B Yang, C Fallan - Bioorganic & Medicinal Chemistry …, 2019 - Elsevier
Proteolysis targeting chimeras (PROTACs) are heterobifunctional compounds with
molecular weights and other properties that lie outside the classic 'rule-of-five'space …

pkCSM: predicting small-molecule pharmacokinetic and toxicity properties using graph-based signatures

DEV Pires, TL Blundell, DB Ascher - Journal of medicinal …, 2015 - ACS Publications
Drug development has a high attrition rate, with poor pharmacokinetic and safety properties
a significant hurdle. Computational approaches may help minimize these risks. We have …

Therapeutics data commons: Machine learning datasets and tasks for drug discovery and development

K Huang, T Fu, W Gao, Y Zhao, Y Roohani… - arxiv preprint arxiv …, 2021 - arxiv.org
Therapeutics machine learning is an emerging field with incredible opportunities for
innovatiaon and impact. However, advancement in this field requires formulation of …

Application of variational graph encoders as an effective generalist algorithm in computer-aided drug design

HYI Lam, R Pincket, H Han, XE Ong, Z Wang… - Nature Machine …, 2023 - nature.com
Although there has been considerable progress in molecular property prediction in
computer-aided drug design, there is a critical need to have fast and accurate models. Many …

Intranasal drug delivery: how, why and what for?

A Pires, A Fortuna, G Alves… - Journal of Pharmacy and …, 2009 - estudogeral.uc.pt
Over the recent decades the interest in intranasal delivery as a non-invasive route for drugs
is increased. Since the nasal mucosa offers numerous benefits as a target tissue for drug …

The application of in silico drug-likeness predictions in pharmaceutical research

S Tian, J Wang, Y Li, D Li, L Xu, T Hou - Advanced drug delivery reviews, 2015 - Elsevier
The concept of drug-likeness, established from the analyses of the physiochemical
properties or/and structural features of existing small organic drugs or/and drug candidates …

Machine learning and artificial intelligence in physiologically based pharmacokinetic modeling

WC Chou, Z Lin - Toxicological Sciences, 2023 - academic.oup.com
Physiologically based pharmacokinetic (PBPK) models are useful tools in drug development
and risk assessment of environmental chemicals. PBPK model development requires the …

Estimation of ADME properties with substructure pattern recognition

J Shen, F Cheng, Y Xu, W Li… - Journal of chemical …, 2010 - ACS Publications
Over the past decade, absorption, distribution, metabolism, and excretion (ADME) property
evaluation has become one of the most important issues in the process of drug discovery …

In silico ADMET prediction: recent advances, current challenges and future trends

F Cheng, W Li, G Liu, Y Tang - Current topics in medicinal …, 2013 - ingentaconnect.com
There are numerous small molecular compounds around us to affect our health, such as
drugs, pesticides, food additives, industrial chemicals, and environmental pollutants. Over …