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NSF-Funded Test Bed Lets Researchers Program Automated Biomanufacturing Workflows

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The U.S. National Science Foundation (NSF) awarded the University of Maryland in College Park $17.3 million to launch a test bed for users from across the U.S. to program automated workflows for experiments in biomanufacturing.

UMD’s Collaborative for the Realization of Autonomous Biomanufacturing (CRAB) Lab is one of 20 Programmable Cloud Laboratory Node sites supported through a $400 million NSF investment. The network’s goal is to create AI-enabled laboratories that test, scale, and demonstrate novel methods and tools for automated science, engineering discoveries, and translation.

“Being selected for this award reflects UMD’s commitment to solving real biomanufacturing challenges,” said William Bentley, PhD, Robert E. Fischell Distinguished Professor, director of the Robert E. Fischell Institute for Biomedical Devices and CRAB Lab principal investigator. “What excites me most about the CRAB Lab is that it’s not just conducting research. It’s contributing to a national resource where researchers across academia, industry, and government will be able to access experiment data and automation capabilities that would otherwise be out of reach.”

Provides datasets for training AI models

Biomanufacturing faces a critical need for real-time data processing. Traditional molecular measurement processes are too slow to train AI models, limiting the potential for experiment optimization and scaling. The CRAB Lab will incorporate an electronic measurement tool, developed at the Fischell Institute in partnership with the National Institute of Standards and Technology (NIST) and the FDA.

The tool allows for high-velocity, high-volume measurements to complement molecular data, providing comprehensive datasets for training AI models. With this information, models will be able to identify new biological vital signs—key combinations of measurements that correlate to product quality, titer and other critical process attributes—to optimize biomanufacturing processes for scale, according to Bentley, who is also appointed in UMD’s Fischell Department of Bioengineering and Institute for Bioscience and Biotechnology Research (IBBR).

The CRAB Lab builds on a long-standing partnership between UMD and NIST through IBBR, which will serve as the physical home for instrumentation, facilities and scientific expertise. The lab plans to integrate UMD’s AI and biosensor technology proficiency with industrial-scale biomanufacturing expertise from Ginkgo Bioworks.

The CRAB Lab is also aligned with the recently initiated Center for Biomeasurement and Biomanufacturing Innovation, a $33 million collaboration between UMD, UMD-Baltimore, and NIST. It is designed to accelerate the translation of new technologies to industry, to “increase the pace and lessen the costs of developing the next generation of biotherapeutics,” noted IBBR director Jonathan Dinman, PhD, a professor of cell biology and molecular genetics at UMD.

The CRAB Lab will initially serve 30 biopharmaceutical companies addressing industry-wide challenges through the Advanced Mammalian Biomanufacturing Innovation Center, an NSF Industry-University Cooperative Research Center.

“AI paired with autonomous labs is how discoveries get made and scaled at the same time,” pointe out Jason Kelly, PhD, co-founder and CEO of Ginkgo Bioworks. “The CRAB Lab gives researchers and manufacturers a shared, real-time feedback loop that could move biomanufacturing innovation from years to months.”

In addition to accelerating research, the CRAB Lab will establish on-site and remote educational programs through a dedicated training hub at The Universities at Shady Grove. These initiatives are intended to develop the workforce required for high-demand jobs in biomanufacturing.

 

 

The post NSF-Funded Test Bed Lets Researchers Program Automated Biomanufacturing Workflows appeared first on GEN – Genetic Engineering and Biotechnology News.

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Lilly climbs, Novo falls as obesity drug battle intensifies

A research disappointment and a miss on Wegovy pill sales hurt Novo, while Lilly’s injectable franchise once again surpassed analyst expectations.

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A research disappointment and a miss on Wegovy pill sales hurt Novo, while Lilly’s injectable franchise once again surpassed analyst expectations.

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Electrical Stimulation’s Effects on Neurons, Gene Expression Mapped in Living Human Brain Tissue

Electrical Stimulation’s Effects on Neurons, Gene Expression Mapped in Living Human Brain Tissue

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Neurons from living human brain tissue have helped researchers trace how electrical stimulation reshapes brain cell communication and gene activity—work that could guide more precise neuromodulation strategies for cognitive decline and other neurological conditions in the future.

In a study published in Nature, researchers from UCLA Health and the University of Texas Southwestern Medical Center developed an ex vivo platform using human temporal cortex tissue donated by neurosurgery patients and maintained alive in the laboratory for several days. The approach allowed the team to apply electrical stimulation resembling deep brain stimulation, record neuronal activity, and map gene expression changes across individual brain cell types.

The paper, titled “Stimulation modulates gene-linked cell assemblies in the human brain,” addresses a key gap in understanding how stimulation-based therapies affect human brain tissue at the cellular and molecular levels. Although deep brain stimulation is already used for disorders such as Parkinson’s disease and obsessive-compulsive disorder, its effects on different human brain cell types and the genes they activate have not been well defined.

To investigate those mechanisms, the researchers integrated microelectrode array stimulation with simultaneous recording and single-nucleus genomics from resected temporal cortex obtained from neurosurgery patients. In the abstract, the authors wrote that they developed the platform “to directly investigate the mechanisms of neuromodulation elicited by human brain stimulation.” They reported that stimulation strengthened coordinated groups of neurons, or cell assemblies, and then connected those physiological changes to cell-type-specific gene regulatory networks.

After stimulation, brain cells became more synchronized in how they communicated. “These assemblies exhibited stimulation-dependent increases in activation strength and membership flexibility, with analogous properties to compositional drift observed in memory-related assemblies in vivo,” the authors write. The team also found that neurons and non-neuronal support cells, including astrocytes, activated distinct genetic programs in response to stimulation.

“Not only was it a privilege and challenge to work with donated living human brain tissue, but to see it reveal the genes and cell types underlying human brain plasticity as new targets for future therapies makes the work feel even more meaningful,” said senior author Genevieve Konopka, PhD, chair of the department of neurobiology at UCLA Health.

The donated samples came from the temporal cortex, a region on the sides of the brain’s outer layer that is important for memory and related cognitive functions. The authors noted that stimulation of cortical circuits is being explored as a therapeutic strategy for restoring cognitive function, but the biological mechanisms underlying its effects in humans have remained largely unexplored.

The study also points to several open questions. Additional work is needed to determine the molecular effects of long-term stimulation, how stimulated cells influence neighboring cells, and whether similar mechanisms are active in deeper brain regions, which are harder to obtain from living donors. Still, the authors concluded that the work establishes “a foundation for identifying targetable genetic signatures linked with physiology” that could potentially be harnessed through neuromodulation strategies.

“By understanding exactly which genes turn on in which cells during stimulation, we can start to design more precise approaches to deep brain stimulation and potentially augment this clinical strategy with pharmacological therapies to help slow cognitive decline,” added Konopka.

The post Electrical Stimulation’s Effects on Neurons, Gene Expression Mapped in Living Human Brain Tissue appeared first on GEN – Genetic Engineering and Biotechnology News.

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No deal between AstraZeneca and BMS, senior source insists: Reuters

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Reuters has deflated rumors that AstraZeneca and Bristol Myers Squibb are discussing a possible merger, letting the air out of industry-wide speculation over what could have been the largest deal in pharma history.

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