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Multiomics Mass Spec Workflows in Drug Discovery

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Advances in end-to-end multiomics platforms and the underlying scientific knowledge now enable faster and more precise biomarker discovery, mechanistic insight generation, and therapeutic design—core drivers of modern drug discovery programs. Within this integrated ecosystem, mass spectrometry-based metabolomics serves as a central analytical modality, offering the ability to quantify large numbers of metabolites from a single sample with high sensitivity and rapid turnaround.

Metabolomics supports biochemical pathway-level interpretation, where a primary biomarker can be contextualized alongside upstream and downstream metabolites to inform target identification, pathway modulation, and pharmacodynamic response assessment. Rather than focusing solely on the discovery of novel metabolites, emerging approaches emphasize the identification of characteristic metabolic signatures that differentiate disease states, therapeutic responses, or mechanistic subtypes.

Realizing this potential requires the development and deployment of AI enabled data analysis workflows that can reduce interpretation time, expand the breadth of detectable targets, and uncover complex patterns of metabolite perturbation. These capabilities ultimately enhance the precision and effectiveness of targeted therapeutic development.

 

Taraka Donti, PhD, is director of lab services at Revvity Omics.

The post Multiomics Mass Spec Workflows in Drug Discovery appeared first on GEN – Genetic Engineering and Biotechnology News.

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New webinar: Tackling drug discovery challenges in cancer research

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Cancer cells

Hosted by Drug Discovery World and supported by Sartorius and BioIVT, this webinar will explore the opportunities and challenges that exist within cancer research drug discovery and development.

You will hear from Dr Sudha Rao, Chief Scientific Officer of Kazia Therapeutics, Karol Budzik, PhD, Business Development Associate at Vyriad Therapeutics and Lars van der Veen, Chief Scientific Officer at iOnctura.

Presentations will cover how cancer treatments have shifted towards reprogramming the biology driving tumour growth, immune escape and treatment resistance, the trajectory that in vivo CAR-T treatments are taking, and how challenging tumours burdened by stroma and immune-mediated resistance can be tackled.

Q&A with the speakers follows the presentations.

Register for free now.

The post New webinar: Tackling drug discovery challenges in cancer research appeared first on Drug Discovery World (DDW).

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Psilocybin proves promising in neuropathic pain mouse study

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Amid the rise of psychedelics in the mental health space, researchers have begun to explore psilocybin as a treatment for chemotherapy-induced peripheral neuropathy.

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New Spectrometry Technique Could Aid Formulation Development

New Spectrometry Technique Could Aid Formulation Development

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A new technique combining two forms of spectrometry could help biopharmaceutical companies improve their choice of formulation buffer for antibody manufacturing by revealing how molecular forms and three-dimensional shapes of complex biologics respond to their environment. That’s the view of Christian Bleiholder, PhD, a professor at Florida State University who helped develop the technique.

According to Bleiholder, what happens structurally when a complex biological molecule, such as an antibody or viral spike protein, binds to its target is currently poorly understood.

“This is where [this approach] can help with the bioprocessing and formulation,” he says, as structural changes “can affect the lifespan [of the product] and lead to issues, such as aggregation.”

Because antibodies are complex, existing techniques tend to be powerful at different levels of complexity, he explains. Mass spectrometry is particularly powerful for distinguishing molecular composition, while structural approaches such as X-ray crystallography and cryo-electron microscopy can provide high-resolution structural information.

The challenge is understanding the link between these things within a heterogeneous sample, he says.

To overcome this, Bleiholder and his team worked with Bruker Daltonics to develop Tandem-Trapped Ion Mobility Spectrometry (Tandem-TIMS). This combines tandem ion mobility spectrometry with tandem mass spectrometry to disentangle three overlapping layers of molecular complexity: molecular form, three-dimensional shape, and binding or assembly state, he says.

He explains that, if the proteins have different structures, they can be characterized with tandem ion mobility spectrometry, and then mass spectrometry can be used to look at their molecular forms and binding states.

Going forward, Bleiholder hopes the technique can be used for formulation development but also earlier, during drug discovery of new products, such as multi-specific antibodies, to determine which molecular states are important and how those change when a biologic engages its target. He also plans to look at automating the technique.

Bleiholder spoke about using Tandem-TIMS at the Bioprocessing Summit in Boston earlier this year.

The post New Spectrometry Technique Could Aid Formulation Development appeared first on GEN – Genetic Engineering and Biotechnology News.

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