Background: Functional ultrasound imaging (fUS) is an emerging imaging technique that indirectly measures neural activity via changes in blood volume. Chronic fUS imaging during cognitive tasks in freely moving animals faces multiple exceptional challenges: performing large durable craniotomies with chronic implants, designing behavioral experiments matching the hemodynamic timescale, stabilizing the ultrasound probe during freely moving behavior, accurately assessing motion artifacts, and validating that the animal can perform cognitive tasks while tethered.
New Method: We provide validated solutions for those technical challenges. In addition, we present standardized step-by-step reproducible protocols, procedures, and data processing pipelines. Finally, we present proof-of-concept analysis of brain dynamics during a decision making task.
Results: We obtain stable recordings from which we can robustly decode task variables from fUS data over multiple months. Moreover, we find that brain wide imaging through hemodynamic response is nonlinearly related to cognitive variables, such as task difficulty, as compared to sensory responses previously explored.
Comparison With Existing Methods: Computational pipelines in fUS are nascent and we present an initial development of a full processing pathway to correct and segment fUS data.
Conclusions: Our methods provide stable imaging and analysis of behavior with fUS that will enable new experimental paradigms in understanding brain-wide dynamics in naturalistic behaviors.
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http://dx.doi.org/10.1016/j.jneumeth.2023.110033 | DOI Listing |
Science
January 2025
Department of Medicine and Surgery, University of Parma, Parma, Italy.
The current understanding of primate natural action organization derives from laboratory experiments in restrained contexts (RCs) under the assumption that this knowledge generalizes to freely moving contexts (FMCs). In this work, we developed a neurobehavioral platform to enable wireless recording of the same premotor neurons in both RCs and FMCs. Neurons often encoded the same hand and mouth actions differently in RCs and FMCs.
View Article and Find Full Text PDFAlzheimers Dement
December 2024
Indiana University School of Medicine, Indianapolis, IN, USA.
Background: The TaRget Enablement to Accelerate Therapy Development of Alzheimer's Disease (TREAT-AD) Centers are dedicated to identifying and validating targets from the NIH Accelerating Medicines Partnership for Alzheimer's Disease (AMP-AD). The centers develop Target Enabling Packages (TEPs) to explore new therapeutic target hypotheses, moving beyond the traditional focus on amyloid or tau pathologies. In accordance with open science principles, data, methods, and tools are freely shared with the research community via an open-access platform, the AD Knowledge Portal.
View Article and Find Full Text PDFAlzheimers Dement
December 2024
Neuroscience Research Australia, Sydney, NSW, Australia.
People living with dementia have a range of functional, physical, cognitive, and behaviour needs. Reablement (and/or 'rehabilitation') is an important multidisciplinary approach, such as using occupational therapy and exercise, to address each person's needs. People with dementia in Australia are being referred to community aged care teams for everyday living support, and an evidence-informed reablement handbook is freely available (www.
View Article and Find Full Text PDFNeuroinformatics
January 2025
Neuro Electronics Res. Flanders (NERF), Heverlee, 3001, Belgium.
Neuropixels probes contain thousands of electrodes across one or more shanks and are sufficiently small to allow chronic recording of neural activity in freely behaving small animals. However, the joint increase in the number of electrodes and miniaturization of the probe package has led to a compromise in which groups of electrodes share a single read-out channel and only a fraction of the electrodes can be read out at any given time. Experimenters then face the challenge of selecting a subset of electrodes (i.
View Article and Find Full Text PDFGigascience
January 2025
School of Life, Health & Chemical Sciences, The Open University, Milton Keynes, Buckinghamshire, MK7 6AA, UK.
Background: Bioinformatics is fundamental to biomedical sciences, but its mastery presents a steep learning curve for bench biologists and clinicians. Learning to code while analyzing data is difficult. The curve may be flattened by separating these two aspects and providing intermediate steps for budding bioinformaticians.
View Article and Find Full Text PDFEnter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!