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 …
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
Proteolysis targeting chimeras (PROTACs) are heterobifunctional compounds with
molecular weights and other properties that lie outside the classic 'rule-of-five'space …
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
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 …
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
Therapeutics machine learning is an emerging field with incredible opportunities for
innovatiaon and impact. However, advancement in this field requires formulation of …
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
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 …
computer-aided drug design, there is a critical need to have fast and accurate models. Many …
Intranasal drug delivery: how, why and what for?
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 …
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
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 …
properties or/and structural features of existing small organic drugs or/and drug candidates …
Machine learning and artificial intelligence in physiologically based pharmacokinetic modeling
Physiologically based pharmacokinetic (PBPK) models are useful tools in drug development
and risk assessment of environmental chemicals. PBPK model development requires the …
and risk assessment of environmental chemicals. PBPK model development requires the …
Estimation of ADME properties with substructure pattern recognition
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 …
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
There are numerous small molecular compounds around us to affect our health, such as
drugs, pesticides, food additives, industrial chemicals, and environmental pollutants. Over …
drugs, pesticides, food additives, industrial chemicals, and environmental pollutants. Over …