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      Minibox: Custom solo or semi-group housing chambers for long term housing of rats with miniscopes

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          Abstract

          In this detailed procedure, we include open-source methodologies using ‘solidworks’ designs for creating solo or semi-group housing units for rats wearing miniscopes for long periods of time. Builds are optimized to preserve rat health and prevent hardware destruction. We include all prices and suggestions for purchasing strategies to reduce overall build-costs.

          • Chambers are optimized for long-term housing to protect rats wearing delicate headstages (e.g., miniscopes).

          • Designed to be low-cost, efficient supplement to operant chambers and provides numerous benefits to long-term miniscope imaging. The housing chambers can be augmented by installing cameras, commutators, or different types of floor grids depending on experimental conditions.

          • The chambers can also be secured to one another to create “rat-duplexes”, allowing experimenters to control the degree of social isolation.

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          Most cited references32

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          DeepLabCut: markerless pose estimation of user-defined body parts with deep learning

          Quantifying behavior is crucial for many applications in neuroscience. Videography provides easy methods for the observation and recording of animal behavior in diverse settings, yet extracting particular aspects of a behavior for further analysis can be highly time consuming. In motor control studies, humans or other animals are often marked with reflective markers to assist with computer-based tracking, but markers are intrusive, and the number and location of the markers must be determined a priori. Here we present an efficient method for markerless pose estimation based on transfer learning with deep neural networks that achieves excellent results with minimal training data. We demonstrate the versatility of this framework by tracking various body parts in multiple species across a broad collection of behaviors. Remarkably, even when only a small number of frames are labeled (~200), the algorithm achieves excellent tracking performance on test frames that is comparable to human accuracy.
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            Using DeepLabCut for 3D markerless pose estimation across species and behaviors

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              The Loneliness Pandemic: Loneliness and Other Concomitants of Depression, Anxiety and their Comorbidity During the COVID-19 Outbreak

              Highlights • Loneliness was the main risk factor for depression, anxiety and their comorbidity. • Probable clinical level of depression and anxiety was not predicted by risk for COVID-19 complications. • adults above 60, displayed greater resilience to psychiatric disorders associated with the COVID-19 crisis.
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                Author and article information

                Contributors
                Journal
                MethodsX
                MethodsX
                MethodsX
                Elsevier
                2215-0161
                16 August 2024
                December 2024
                16 August 2024
                : 13
                : 102921
                Affiliations
                [a ]Intramural Research Program, National Institute on Drug Abuse, 333 Cassell Drive, Baltimore, MD 21224, USA
                [b ]University of California Davis Health, School of Medicine, Department of Neurology, Alzheimer's Disease Research Center-East Bay, 100 North Wiget Lane, Suite 150, Walnut Creek, CA 94598, USA
                [c ]The Solomon H. Snyder Department of Neuroscience, Johns Hopkins University School of Medicine, 725 N. Wolfe Street, Baltimore, MD 21205, USA
                Author notes
                [* ]Corresponding author. nicholas.beacher@ 123456nih.gov
                Article
                S2215-0161(24)00372-8 102921
                10.1016/j.mex.2024.102921
                11382000
                39253000
                f885d092-e9c5-488e-af18-9fb285fb552f
                © 2024 The Author(s)

                This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).

                History
                : 22 July 2024
                : 15 August 2024
                Categories
                Neuroscience

                miniscope,operant chamber,housing chamber,minibox –solo and semi-group housing chamber

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