A Landscape of Artificial Intelligence (AI) In Pharmaceutical R&D

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High-Throughput Screening (HTS)


Chemspace collaborates with ChemAlive

   by Kateryna Shtereverya    318
Chemspace collaborates  with ChemAlive

Chemspace and ChemAlive (the largest repository of quantum chemical data, a Contract Research Company that develops software products to obtain accurate and reliable data on molecular properties, synthetic reactions, verification of molecules using quantum chemistry), announced the launch of the collaboration to provide accurate molecular structural information about commercial small molecules.

A Market Review Of DNA-encoded Libraries Technology In Drug Discovery

   by Irina Bilous, Andrii Buvailo    4628
A Market Review Of DNA-encoded Libraries Technology In Drug Discovery

The interest of pharma organizations in DNA-encoded chemical libraries (DEL) technology has been growing over the years, with numerous pharma organizations now having their own screening programs using DELs, or outsourcing capabilities from specialized DEL providers.

This report provides a bird's view on the DEL market, including a brief summary of DEL technology benefits and limitations, key players, major research deals, and several examples of successful hit discovery programs using DELs. 

How Latest Drug Candidates Were Discovered? (Retrospective Review, 2016-2017)

   by Andrii Buvailo    4127
How Latest Drug Candidates Were Discovered? (Retrospective Review, 2016-2017)

Recently D.G.Brown and J.Boström of AstraZeneca published an insightful analysis, where they reviewed lead generation research strategies behind 66 small molecule clinical candidates published over 2016-2017 in Journal of Medicinal Chemistry.  

Below is a brief summary of some key statistics and ideas outlined in the work (I encourage reading the original paper, it contains a ton of valuable insights and a strong list of references).

A Brief Guide To Assay Technology For Efficient Drug Discovery -- Part 1

   by Alfred Ajami    3465
A Brief Guide To Assay Technology For Efficient Drug Discovery -- Part 1

Effective drug discovery begins with the right assay, but the definition of "right" will shift as technology advances. More often than not, "right" is the product of tribal knowledge, namely the traditions of one's close peer group, study lineage and corporate culture. Instead, the right assay should be a fit-for-purpose application born of  a broader, continuously updated, and unbiased consensus. As Steve Hamilton, aka The Lab Man, at the Society for Laboratory Automation  and Screening (SLAS) has often stated in his blog posts, "developing assays – properly – is the cornerstone for life sciences R&D."