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De-risking drug discovery with predictive AI

Broad Institute

Srijit Seal, a visiting scholar at the Carpenter-Singh Lab in the Broad's Imaging Platform , trained multiple predictive machine learning models to identify chemical and structural drug features likely to cause toxic effects in humans. Pharmacokinetic modeling is difficult, time-consuming, and requires expensive instruments and software.

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Optimizing your ELISA Assays | BMG LABTECH

BMG Labtech

Enzyme-Linked Immunosorbent Assays (ELISAs) are an essential technique in today’s laboratory with many applications in the life sciences. They are often the method of choice to detect or measure specific biological molecules (analytes) for diagnostics, drug discovery or fundamental research.

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Breaking down barriers across the DMTA cycle

Drug Target Review

Drug discovery is an interdisciplinary process that relies heavily on expert input from diverse and multifaceted teams, from medicinal, synthetic, and computational chemists to biologists and drug metabolism and pharmacokinetics (DMPK) scientists. The use of varied tools may also lead to a lower level of security of data.

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Understanding the Elements of a Typical IND-Enabling Package

The Premier Consulting Blog

As a cornerstone of the drug development process, nonclinical investigational new drug (IND)-enabling studies are essential for supporting first-in-human (FIH) dosing for novel therapeutics. Secondary pharmacology evaluates the off-target effects of the drug on other receptors, ion channels, and enzymes.

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Toxicology transformed: Why accuracy now leads the way

Drug Target Review

This issue poses a significant hurdle for drug developers, with no universal protocol currently in place to address these complexities. Our approach, grounded in Good Laboratory Practice (GLP) and honed through thousands of studies, ensures that even the most subtle toxicological indicators are reliably detected.

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The essential role of recombinant phage display antibody libraries

Drug Target Review

In 2024 alone, almost 50 antibody drug candidates are anticipated to enter regulatory review, the majority of which are mAbs. Aside from the advent of complex antibody-based drugs, the industry is facing some additional changes which are shaping drug development. 2018;10(4):539–46. Harth S, Frisch C. 2021;291–306.

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Maximizing FDA PIND Feedback With an Optimized Nonclinical Strategy: 4 Tips to Streamlining Your Path to Clinic

The Premier Consulting Blog

We will use the term, nonclinical, to refer to any in vitro, ex vivo, or animal study conducted to support any stage of research and development of a new drug, such as proof-of-concept pharmacology studies through Good Laboratory Practice (GLP) toxicology studies. neurotoxicity) that require special assessments.

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