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      Current Best Practices for Analysis of Dendritic Spine Morphology and Number in Neurodevelopmental Disorder Research

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          Abstract

          Quantitative methods for assessing neural anatomy have rapidly evolved in neuroscience and provide important insights into brain health and function. However, as new techniques develop, it is not always clear when and how each may be used to answer specific scientific questions posed. Dendritic spines, which are often indicative of synapse formation and neural plasticity, have been implicated across many brain regions in neurodevelopmental disorders as a marker for neural changes reflecting neural dysfunction or alterations. In this Perspective we highlight several techniques for staining, imaging, and quantifying dendritic spines as well as provide a framework for avoiding potential issues related to pseudoreplication. This framework illustrates how others may apply the most rigorous approaches. We consider the cost-benefit analysis of the varied techniques, recognizing that the most sophisticated equipment may not always be necessary for answering some research questions. Together, we hope this piece will help researchers determine the best strategy toward using the ever-growing number of techniques available to determine neural changes underlying dendritic spine morphology in health and neurodevelopmental disorders.

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          Transient and persistent dendritic spines in the neocortex in vivo.

          Dendritic spines were imaged over days to months in the apical tufts of neocortical pyramidal neurons (layers 5 and 2/3) in vivo. A fraction of thin spines appeared and disappeared over a few days, while most thick spines persisted for months. In the somatosensory cortex, from postnatal day (PND) 16 to PND 25 spine retractions exceeded additions, resulting in a net loss of spines. The fraction of persistent spines (lifetime > or = 8 days) grew gradually during development and into adulthood (PND 16-25, 35%; PND 35-80, 54%; PND 80-120, 66%; PND 175-225, 73%), providing evidence that synaptic circuits continue to stabilize even in the adult brain, long after the closure of known critical periods. In 6-month-old mice, spines turn over more slowly in visual compared to somatosensory cortex, possibly reflecting differences in the capacity for experience-dependent plasticity in these brain regions.
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            Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network

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              Imaging Neuronal Subsets in Transgenic Mice Expressing Multiple Spectral Variants of GFP

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                Author and article information

                Journal
                ACS Chem Neurosci
                ACS Chem Neurosci
                cn
                acncdm
                ACS Chemical Neuroscience
                American Chemical Society
                1948-7193
                18 April 2023
                03 May 2023
                : 14
                : 9
                : 1561-1572
                Affiliations
                []Department of Integrative Biology, Oklahoma State University , Stillwater, Oklahoma 74078, United States
                []Simons Initiative for the Developing Brain, Centre for Discovery Brain Sciences, University of Edinburgh , Edinburgh EH8 9XD, U.K.
                [§ ]Department of Physiology and Biophysics, University of Colorado Anschutz Medical Campus , Aurora, Colorado 80045, United States
                Author notes
                Author information
                https://orcid.org/0000-0003-1980-9873
                Article
                10.1021/acschemneuro.3c00062
                10161226
                37070364
                b9edcda6-b54e-4efc-a091-3a969508e56c
                © 2023 The Authors. Published by American Chemical Society

                Permits the broadest form of re-use including for commercial purposes, provided that author attribution and integrity are maintained ( https://creativecommons.org/licenses/by/4.0/).

                History
                : 01 February 2023
                : 07 April 2023
                Funding
                Funded by: National Institutes of Health, doi 10.13039/100000002;
                Award ID: 1R15HD105231-01
                Funded by: Simons Foundation Autism Research Initiative, doi 10.13039/100014370;
                Award ID: 52085
                Funded by: National Institutes of Health, doi 10.13039/100000002;
                Award ID: 3R15HD105231-01S1
                Categories
                Perspective
                Custom metadata
                cn3c00062
                cn3c00062

                Neurosciences
                neural anatomy,dendritic spine,synapse,neural plasticity,spine morphology,neurodevelopmental disorder

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