Systems biology

How Artificial Intelligence is Transforming Drug Design By Dr Mark Roberts and Dr Sam Genway AI could create a streamlined, automated approach to drug discovery, trawling vast datasets to identify targets, find candidate molecules and predict synthesis routes. Getting there will require significant vision, but we are already seeing exciting examples of AI helping direct […]

Optimising Phenotypic Screening – Single-cell analysis versus 3D multicell analysis By Dr Richard M. Eglen In light of the high failure rate of compounds when they are subjected to clinical testing, we are seeing a renaissance in phenotypic screening in drug discovery. However, most phenotypic screening is based on the use of cellular assays and […]

Evolving Models for NASH Drug Discovery: Tools for stemming a silent epidemic By Dr Sue Grepper, Dr Radina Kostadinova, Dr Eva Thoma and Professor Armin Wolf Non-alcoholic fatty liver disease (NAFLD) has quietly become one of the most common causes of chronic liver disease in the modern world. If this prevalence is allowed to continue […]

2030 Life Sciences and Health in the Digital Age (Part 1) By Dr Steve Arlington and John Wise One of the key ways in which The Pistoia Alliance works with its members is to help them not just deal with the problems of today, but also to look ahead, to anticipate how the industry is […]

Fail Early, Fail Fast – A phenotypic rescue approach By Dr Anne-Marie Zuurmond, et al. New disease targets frequently emerge in literature, but the thorough target validation required to consider these targets for a drug discovery programme is often lacking. In pharmacological or genetic perturbation studies using complex biological assays, undesired off-target effects cannot be […]

Automating Automation – How close are we to Artificial Intelligence impact? By Dr Michael A. Tarselli, Dr Yohann Potier and Dr Alan E. Fletcher In terms of consistency, repeatability, known errors and sheer volume, there exists perhaps no better collection of data for computer learning than that emerging from automated processes. Many common lab procedures […]

Application of bioinformatics in support of precision medicine By Mike Furness and John Wise Bioinformatics has played a major role in gene sequencing diagnostics and has been an essential tool to investigate the genetic causes of disease. With the support of new technologies and tools, bioinformatics can play an important part in the support and […]

Automated Cell-based Assays: Novel tools overcome the barriers to drug discovery success By Helen Stewart-Miller and Kate Tointon In this article, we look at how commercial products and services are facilitating the automation of cell-based assays to advance drug discovery and accelerate the delivery of new medicines to patients. Cell-based assays are vital tools in […]

Cell Therapy – Falling short of its potential? By Pierre-Louis Joffrin Despite major investment in the field, few cell therapies have gained regulatory approval with limited commercial success. The success of therapeutic products is defined by three factors: safety, efficacy and scalability. Achieving these for cell therapy presents new challenges; overcoming transplant rejection (and GvHD […]

The Reality of Virtual Pharmaceutical Companies By Dr Stephen Naylor and Dr Kirkwood A. Pritchard Jr We discuss the oxymoronic proposition of a Virtual Pharmaceutical Company (VPC) and the typical adopted business model, as well as provide examples of such companies currently trying to undertake this adventurous task. The vagaries and complexities of bringing a […]