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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Synaptic Neurosci.</journal-id>
<journal-title>Frontiers in Synaptic Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Synaptic Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1663-3563</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnsyn.2023.1135479</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The effect of single-cell knockout of Fragile X Messenger Ribonucleoprotein on synaptic structural plasticity</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Gredell</surname> <given-names>Marie</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/2189226/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Lu</surname> <given-names>Ju</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/7806/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Zuo</surname> <given-names>Yi</given-names></name>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/109258/overview"/>
</contrib>
</contrib-group>
<aff><institution>Department of Molecular, Cell and Developmental Biology, University of California, Santa Cruz</institution>, <addr-line>Santa Cruz, CA</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Fereshteh S. Nugent, Uniformed Services University, United States</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Xinxing Wang, Stony Brook University, United States; Maija Liisa Castr&#x00E9;n, University of Helsinki, Finland</p></fn>
<corresp id="c001">&#x002A;Correspondence: Yi Zuo, <email>yizuo@ucsc.edu</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>23</day>
<month>03</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>15</volume>
<elocation-id>1135479</elocation-id>
<history>
<date date-type="received">
<day>31</day>
<month>12</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>03</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Gredell, Lu and Zuo.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Gredell, Lu and Zuo</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Fragile X Syndrome (FXS) is the best-known form of inherited intellectual disability caused by the loss-of-function mutation in a single gene. The <italic>FMR1</italic> gene mutation abolishes the expression of Fragile X Messenger Ribonucleoprotein (FMRP), which regulates the expression of many synaptic proteins. Cortical pyramidal neurons in postmortem FXS patient brains show abnormally high density and immature morphology of dendritic spines; this phenotype is replicated in the <italic>Fmr1</italic> knockout (KO) mouse. While FMRP is well-positioned in the dendrite to regulate synaptic plasticity, intriguing <italic>in vitro</italic> and <italic>in vivo</italic> data show that wild type neurons embedded in a network of <italic>Fmr1</italic> KO neurons or glia exhibit spine abnormalities just as neurons in <italic>Fmr1</italic> global KO mice. This raises the question: does FMRP regulate synaptic morphology and dynamics in a cell-autonomous manner, or do the synaptic phenotypes arise from abnormal pre-synaptic inputs? To address this question, we combined viral and mouse genetic approaches to delete FMRP from a very sparse subset of cortical layer 5 pyramidal neurons (L5 PyrNs) either during early postnatal development or in adulthood. We then followed the structural dynamics of dendritic spines on these <italic>Fmr1</italic> KO neurons by <italic>in vivo</italic> two-photon microscopy. We found that, while L5 PyrNs in adult <italic>Fmr1</italic> global KO mice have abnormally high density of thin spines, single-cell <italic>Fmr1</italic> KO in adulthood does not affect spine density, morphology, or dynamics. On the contrary, neurons with neonatal FMRP deletion have normal spine density but elevated spine formation at 1 month of age, replicating the phenotype in <italic>Fmr1</italic> global KO mice. Interestingly, these neurons exhibit elevated thin spine density, but normal total spine density, by adulthood. Together, our data reveal cell-autonomous FMRP regulation of cortical synaptic dynamics during adolescence, but spine defects in adulthood also implicate non-cell-autonomous factors.</p>
</abstract>
<kwd-group>
<kwd>Fragile X syndrome (FXS)</kwd>
<kwd>FMRP</kwd>
<kwd><italic>Fmr1</italic></kwd>
<kwd>dendritic spine</kwd>
<kwd>synaptic plasticity</kwd>
<kwd>cell-autonomous</kwd>
</kwd-group>
<contract-num rid="cn001">R21HD101266</contract-num>
<contract-num rid="cn002">R01MH109475</contract-num>
<contract-num rid="cn002">R01MH127737</contract-num>
<contract-num rid="cn003">R01AG071787</contract-num>
<contract-num rid="cn004">Max Planck Fellow</contract-num>
<contract-sponsor id="cn001">Eunice Kennedy Shriver National Institute of Child Health and Human Development<named-content content-type="fundref-id">10.13039/100009633</named-content></contract-sponsor>
<contract-sponsor id="cn002">National Institute of Mental Health<named-content content-type="fundref-id">10.13039/100000025</named-content></contract-sponsor>
<contract-sponsor id="cn003">National Institute on Aging<named-content content-type="fundref-id">10.13039/100000049</named-content></contract-sponsor>
<contract-sponsor id="cn004">Max-Planck-Gesellschaft<named-content content-type="fundref-id">10.13039/501100004189</named-content></contract-sponsor>
<counts>
<fig-count count="4"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="65"/>
<page-count count="11"/>
<word-count count="7987"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>1. Introduction</title>
<p>Fragile X syndrome (FXS) is the most common inherited intellectual disorder (<xref ref-type="bibr" rid="B61">Warren and Nelson, 1994</xref>), characterized by a variety of physical, behavioral, and cognitive symptoms (<xref ref-type="bibr" rid="B7">Berry-Kravis, 2002</xref>; <xref ref-type="bibr" rid="B59">Turk, 2011</xref>). It is caused by the expansion of a CGG trinucleotide repeat in the <italic>FMR1</italic> gene on the X chromosome (<xref ref-type="bibr" rid="B60">Verkerk et al., 1991</xref>), which silences <italic>FMR1</italic> transcription (<xref ref-type="bibr" rid="B44">Pieretti et al., 1991</xref>). The <italic>Fmr1</italic> global knockout (KO) mouse generated over three decades ago (<xref ref-type="bibr" rid="B57">The Dutch-Belgian Fragile X Consortium, 1994</xref>) exhibits a variety of neurological and behavioral phenotypes, including audiogenic seizures, hypersensitivity to auditory stimuli, hyperactivity, repetitive behaviors, and memory deficits (<xref ref-type="bibr" rid="B45">Pietropaolo et al., 2011</xref>; <xref ref-type="bibr" rid="B30">Kramvis et al., 2013</xref>; <xref ref-type="bibr" rid="B31">Li et al., 2020</xref>), mimicking symptoms in FXS patients (<xref ref-type="bibr" rid="B63">Wisniewski et al., 1991</xref>; <xref ref-type="bibr" rid="B36">Musumeci et al., 1999</xref>; <xref ref-type="bibr" rid="B46">Rais et al., 2018</xref>).</p>
<p>The Fragile X Messenger Ribonucleoprotein (FMRP), which is encoded by the <italic>Fmr1</italic> gene, is present in dendrites and dendritic spines (<xref ref-type="bibr" rid="B62">Weiler et al., 1997</xref>; <xref ref-type="bibr" rid="B1">Antar et al., 2004</xref>; <xref ref-type="bibr" rid="B14">Ferrari et al., 2007</xref>), postsynaptic sites important for the induction and maintenance of synaptic plasticity. FMRP is involved in regulating almost all aspects of gene expression (<xref ref-type="bibr" rid="B47">Richter and Zhao, 2021</xref>), and is particularly critical for the transportation and local translation of mRNAs that regulate dendritic growth, synaptic development, and plasticity (<xref ref-type="bibr" rid="B5">Bassell and Warren, 2008</xref>). Indeed, postmortem examination shows a higher density of long and thin dendritic spines on cortical neurons in FXS patients than in healthy people (<xref ref-type="bibr" rid="B49">Rudelli et al., 1985</xref>; <xref ref-type="bibr" rid="B22">Hinton et al., 1991</xref>; <xref ref-type="bibr" rid="B27">Irwin et al., 2001</xref>; <xref ref-type="bibr" rid="B6">Beckel-Mitchener and Greenough, 2004</xref>). <italic>Fmr1</italic> global KO mice also display an increased density of dendritic spines, as well as a higher percentage of immature-appearing spines, than wild type controls (<xref ref-type="bibr" rid="B12">Comery et al., 1997</xref>; <xref ref-type="bibr" rid="B26">Irwin et al., 2002</xref>; <xref ref-type="bibr" rid="B15">Galvez and Greenough, 2005</xref>; <xref ref-type="bibr" rid="B34">McKinney et al., 2005</xref>; <xref ref-type="bibr" rid="B19">Grossman et al., 2006</xref>). In addition to altered morphology and density, <italic>Fmr1</italic> global KO mice have altered structural dynamics (formation and elimination) of cortical spines in an age-, region-, and cell type-specific manner (<xref ref-type="bibr" rid="B13">Cruz-Mart&#x00ED;n et al., 2010</xref>; <xref ref-type="bibr" rid="B41">Pan et al., 2010</xref>; <xref ref-type="bibr" rid="B39">Padmashri et al., 2013</xref>; <xref ref-type="bibr" rid="B23">Hodges et al., 2017</xref>).</p>
<p>Previous studies have shown that <italic>Fmr1</italic> global KO mice have abnormal neuronal activity pattern and synchronization in the neocortex and the hippocampus (<xref ref-type="bibr" rid="B16">Gibson et al., 2008</xref>; <xref ref-type="bibr" rid="B20">Hays et al., 2011</xref>; <xref ref-type="bibr" rid="B40">Paluszkiewicz et al., 2011</xref>; <xref ref-type="bibr" rid="B2">Arbab et al., 2018</xref>; <xref ref-type="bibr" rid="B51">Scharkowski et al., 2018</xref>; <xref ref-type="bibr" rid="B10">Cheyne et al., 2019</xref>). Such functional abnormalities may have profound impacts on the synaptic circuit. It is well-recognized that many intracellular signaling pathways that regulate spine formation and maturation are activity-dependent (<xref ref-type="bibr" rid="B50">Saneyoshi et al., 2010</xref>). As spine elimination has been associated with activity-dependent processes such as long-term depression and competition between active and inactive neighboring synapses (<xref ref-type="bibr" rid="B56">Stein and Zito, 2019</xref>), these plasticity mechanisms may translate the anomalous neuronal activities into defective structural plasticity of synapses. Such complex interplay between cellular and network-level mechanisms raises an interesting question: is the alteration in FXS spine structure and dynamics the result of cell-autonomous dysregulation, or of abnormal activities in the neuronal network?</p>
<p>To address this question, we combined viral and mouse genetic approaches to eliminate FMRP from a small, sparse subset of cortical neurons in an <italic>Fmr1</italic> conditional knockout (CKO) mouse line (<xref ref-type="bibr" rid="B35">Mientjes et al., 2006</xref>), and performed <italic>in vivo</italic> two-photon imaging of dendritic spines over time to compare the spine dynamics between FMRP-null neurons and controls. We found that FMRP deletion during postnatal development, but not in adulthood, leads to altered spine dynamics in cortical pyramidal neurons (PyrNs), which reveals a crucial cell-autonomous function of FMRP in development. In addition, the density and morphology of spines on neurons with neonatal FMRP deletion only partially replicate the phenotypes in <italic>Fmr1</italic> global KO mice in adulthood, suggesting the contribution of factors extrinsic to individual cells.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>2. Materials and methods</title>
<sec id="S2.SS1">
<title>2.1. Experimental animals</title>
<p>The <italic>Fmr1</italic> global KO mouse line (JAX #003025) was obtained from Dr. Stephen T. Warren&#x2019;s lab at Emory University; the <italic>Fmr1</italic> CKO mouse line (<xref ref-type="bibr" rid="B35">Mientjes et al., 2006</xref>) was obtained from Dr. David L. Nelson&#x2019;s lab at Baylor College of Medicine; the <italic>Thy1</italic>-GFP-M (JAX #007788) mouse line was obtained from The Jackson Laboratory (Bar Harbor, ME, USA). All mice have been maintained in the C57BL6/J (JAX #000664) background for many generations. Mice were group-housed with littermates and maintained on a 12 h light/dark cycle. All animal experiments were carried out in accordance with protocols approved by The Institutional Animal Care and Use Committee of University of California, Santa Cruz. Only male mice were used for experiments.</p>
</sec>
<sec id="S2.SS2">
<title>2.2. Virus injection and cranial window implantation in adult mice</title>
<p>Virus injection and cranial window implantation in adult mice (6&#x2013;8 weeks old) were performed as described previously (<xref ref-type="bibr" rid="B33">Lu et al., 2021</xref>). Briefly, the mouse was anesthetized with isoflurane in oxygen (4% for induction and 1.5% for maintenance), then placed on the stereotaxic frame. Ophthalmic ointment was applied to the eyes to prevent desiccation and irritation. Carprofen (5 mg/kg bodyweight, intraperitoneal), buprenorphine (0.1 mg/kg, subcutaneous), enrofloxacin (5 mg/kg, subcutaneous), and dexamethasone (2 mg/kg, intramuscular) were administered. The fur on the top of the head was removed with a blade; the exposed scalp was sterilized with betadine followed by 70% alcohol. A midline scalp incision was made, and the periosteum was gently scraped off from the skull. A circular piece of the skull (centered at AP = &#x2013;1 mm, ML = 1.5 mm) was removed with a trephine (diameter = 2.3 mm, Fine Science Tools, Foster City, CA, USA) driven by a high-speed micro-drill (Foredom K1070, Blackstone Industries, LLC, Bethal, CT, USA). AAV2/1-hSyn-Cre virus (Addgene 105553-AAV1, 2.6 &#x00D7; 10<sup>13</sup> gc/ml) or AAV2/1-CaMKII0.4-Cre-SV40 virus (2.94 &#x00D7; 10<sup>13</sup> gc/ml; The Penn Vector Core, University of Pennsylvania, Philadelphia, PA, USA) was diluted 1:5,000 in sterile saline and then mixed in a 1:1 ratio with AAV2/1-CAG-Flex-EGFP (Addgene 51502-AAV1, 2.96 &#x00D7; 10<sup>13</sup> gc/ml). A total of 100 nl of the virus mixture was injected into the center of the window at a depth of 0.6 mm from the cortical surface at a rate of 20 nl/min using a custom-made injection system based on a single-axis oil hydraulic micromanipulator (MO-10, Narishige, Tokyo, Japan). The imaging port was made by gluing a circular cover glass (#2, diameter = 2.2 mm) underneath a donut-shaped glass (#1, inner diameter = 2 mm, outer diameter = 3 mm; Potomac Photonics, Inc., Baltimore, MD, USA). The imaging port was mounted so that the bottom cover glass fit snugly into the cranial window and the top glass donut rested above the skull. The imaging port was secured with a UV-cured adhesive (Fusion Flo, Prevest DenPro, Jammu, India) onto the skull. After the solidification of the adhesive, the scalp flaps were closed with suture. Following 2 weeks of recovery and virus incubation, the central piece of the scalp was excised, and a custom-made stainless-steel head-bar was secured over the skull with dental cement (Jet Denture Repair, Lang Dental, Wheeling, IL, USA). The mouse received enrofloxacin, buprenorphine, and dexamethasone once per day for two extra days post-surgery and was allowed to recover for an additional week prior to imaging.</p>
</sec>
<sec id="S2.SS3">
<title>2.3. <italic>In vivo</italic> imaging of dendritic spines through the cranial window</title>
<p><italic>In vivo</italic> imaging of dendritic spines through the cranial window was performed on a two-photon microscope (Ultima Investigator, Bruker Co., Middleton, WI, USA) using a 16x/0.8 NA water-immersion objective (Nikon Instruments, Inc., Melville, NY, USA) and an ultrafast two-photon laser (Mai Tai, Spectra-Physics, Santa Clara, CA, USA) operating at 940 nm wavelength. The mouse was anesthetized with a mixture of ketamine (20 mg/ml) and xylazine (2.0 mg/ml) in 0.9% sterile saline administered intraperitoneally (5 ml/kg bodyweight). It was then placed onto a custom-made holding stage, secured by the head-bar. Prior to the first imaging session, images of blood vessels were taken under a dissection microscope as a reference for subsequent relocations. Stacks of two-photon images were taken at 12x zoom with a z-step size of 1 &#x03BC;m. After the first imaging session, low-magnification image stacks (1x and 4x zoom, z-step size = 3 &#x03BC;m) were taken to facilitate relocation.</p>
</sec>
<sec id="S2.SS4">
<title>2.4. Virus injection in neonatal mice</title>
<p>Virus injection in neonatal mice was performed as previously described (<xref ref-type="bibr" rid="B9">Chen et al., 2018</xref>). Briefly, the postnatal (P) day 1&#x2013;3 mouse was cryo-anesthetized by placement on ice. AAV2/1-CaMKII0.4-Cre-SV40 (2.94 &#x00D7; 10<sup>13</sup> gc/ml; The Penn Vector Core, University of Pennsylvania, Philadelphia, PA, USA) was diluted 1:5,000 in sterile saline and then mixed in a 1:1 ratio with AAV2/1-CAG-Flex-EGFP (Addgene 51502-AAV1, 2.96 &#x00D7; 10<sup>13</sup> gc/ml). A total of 100 nl of the virus mixture was injected at a rate of 40 nl/min into the primary somatosensory cortex (AP = 1.75 mm from lambda, ML = 1.25 mm; depth = 0.35 mm) through the scalp and the skull. A total of 4 weeks of incubation were allowed before imaging and immunohistochemical experiments.</p>
</sec>
<sec id="S2.SS5">
<title>2.5. Thin skull preparation for <italic>in vivo</italic> imaging of dendritic spines</title>
<p>The thin skull procedure was performed on young (1 month old) mice as previously described (<xref ref-type="bibr" rid="B64">Xu et al., 2009</xref>). Briefly, the mouse was anesthetized with a mixture of ketamine (20 mg/ml) and xylazine (2.0 mg/ml) in 0.9% sterile saline administered intraperitoneally (5 ml/kg body weight). Ophthalmic ointment was applied to the eyes to prevent desiccation and irritation, and the fur over the scalp was removed with a blade. A midline incision was made through the scalp and the periosteum was gently scraped off from the skull. A high-speed micro-drill (Foredom K1070, Blackstone Industries, LLC, Bethal, CT, USA) and a microblade were used to thin a small region of the skull to &#x223C;20 &#x03BC;m thickness. A custom-made head-plate with a central opening was attached to the skull by cyanoacrylate glue (Krazy Glue, Elmer&#x2019;s Products, Westerville, OH, USA), centered over the thinned region. The head-plate was secured onto a custom-made metal baseplate to stabilize the mouse&#x2019;s head during imaging. Two-photon imaging was performed as described above. After imaging, the head-plate was detached from the skull, the skull was cleaned with sterile saline, and the scalp was sutured.</p>
</sec>
<sec id="S2.SS6">
<title>2.6. Dendritic spine data analysis</title>
<p>Images were analyzed using ImageJ as described previously (<xref ref-type="bibr" rid="B64">Xu et al., 2009</xref>). A spine was considered eliminated if it was present in the initial image but not in the subsequent image. A spine was considered to have newly formed if it was not present in the initial image but present in the subsequent image. The percentage of spines eliminated/formed was calculated as the number of spines eliminated/formed over the total spines counted from the first imaging session. Spine density was measured by dividing the number of spines on a dendritic segment by the length of the segment. Spines were classified into four morphological categories (mushroom, stubby, thin, and other) as previously described (<xref ref-type="bibr" rid="B23">Hodges et al., 2017</xref>).</p>
</sec>
<sec id="S2.SS7">
<title>2.7. Immunohistochemistry</title>
<p>The mouse was transcardially perfused with 4% paraformaldehyde (PFA) in 0.01 M phosphate buffered saline (PBS). The brain was removed and post-fixed in 4% PFA overnight at 4<sup>&#x00B0;</sup>C. For all experiments, the brain was cut into 40 &#x03BC;m sections using a vibratome (VT1000S, Leica Biosystems, Deer Park, IL, USA). Sections were permeabilized and blocked with 0.5% Triton X-100 and 10% normal goat serum in PBS, then incubated with rabbit anti-FMRP (1:1,000; F4055, Sigma-Aldrich, St. Louis, MO, USA) and mouse anti-NeuN (1:1,000; MAB377, MilliporeSigma, Burlington, MA, USA) in 0.5% Triton X-100 in PBS at 4<sup>&#x00B0;</sup>C overnight. Sections were then incubated with goat anti-rabbit secondary antibody conjugated to Alexa Fluor 594 (1:1,000; A11037, Life Technologies, Carlsbad, CA, USA) and goat anti-mouse secondary antibody conjugated to Alexa Fluor 647 (1:1,000; A21235, Life Technologies, Carlsbad, CA, USA) in 10% normal goat serum in PBS for 2 h at room temperature. After rinsing in PBS, sections were incubated in 4&#x2019;,6-diamidino-2-phenylindole (DAPI, 1:36,000) for 15 min. Sections were then mounted with Fluoromount-G mounting medium (Cat# 0100-01, SouthernBiotech, Birmingham, AL, USA). Images were captured with a Zeiss Axiolmager Z2 widefield fluorescence microscope using a 2.5x/0.12 NA or 10x/0.45 NA, or with a Zeiss 880 confocal microscope using a 20x/0.8 NA air objective. The density of neurons with GFP, FMRP, or NeuN labeling was quantified using Neurolucida Explorer 11 (MBF Bioscience, Williston, VT, USA). Individual cells were analyzed for the presence of GFP, FMRP, and NeuN.</p>
</sec>
<sec id="S2.SS8">
<title>2.8. Statistical analysis</title>
<p>Statistical analyses were performed using GraphPad Prism 9.3.1 (GraphPad Software, Boston, MA, USA). The Shapiro&#x2013;Wilk test was used to test for normality. If samples passed the normality test, Student&#x2019;s <italic>t</italic>-test was used for two-sample comparison; otherwise Mann-Whitney test was used. For multi-sample comparison, one-way or two-way ANOVA was used, followed by post-hoc Dunnett&#x2019;s or &#x0160;id&#x00E1;k test (compared with the control group). The sample difference was considered significant if <italic>p</italic> &#x003C; 0.05. Data are presented as mean &#x00B1; s.e.m.</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>3. Results</title>
<sec id="S3.SS1">
<title>3.1. Virus-induced FMRP knockout in single neurons in adolescent and adult mice</title>
<p>To investigate whether FMRP regulates the structural plasticity of synapses cell-autonomously, we knocked out FMRP from a sparse subset of layer 5 (L5) PyrNs in the primary somatosensory cortex (S1) of <italic>Fmr1</italic> CKO mice. We chose to target S1 because previous studies have revealed altered tactile information processing (<xref ref-type="bibr" rid="B29">Juczewski et al., 2016</xref>; <xref ref-type="bibr" rid="B21">He et al., 2017</xref>) and abnormal dendritic spine development (<xref ref-type="bibr" rid="B15">Galvez and Greenough, 2005</xref>; <xref ref-type="bibr" rid="B58">Till et al., 2012</xref>) in this area of adult <italic>Fmr1</italic> global KO (&#x201C;GKO&#x201D;) mice. We accomplished this by injecting a mixture of highly diluted adeno-associated virus (AAV) encoding the Cre recombinase and another AAV encoding floxed green fluorescent protein (GFP) into S1 of CKO mice either in adulthood (&#x223C;6 weeks old) or at postnatal day 1-3 (P1-3; <xref ref-type="fig" rid="F1">Figure 1A</xref>). Hereafter we will refer to these mice as &#x201C;CKO<sup>adult</sup> <sup>inj</sup>&#x201D; and &#x201C;CKO<sup>neo</sup> <sup>inj</sup>,&#x201D; respectively. This strategy removes the promoter region and the first exon of the <italic>Fmr1</italic> gene via Cre-dependent recombination, thus preventing <italic>Fmr1</italic> transcription. At the same time, the Cre-dependent GFP expression allows us to visualize the cells in which <italic>Fmr1</italic> has been knocked out. We verified the specificity and effectiveness of this strategy with immunohistochemistry (<xref ref-type="fig" rid="F1">Figures 1B&#x2013;D</xref>). After 3 weeks of virus incubation, we found in CKO<sup>adult</sup> <sup>inj</sup> mice, a sparse subset of L5 PyrNs were GFP+ (<xref ref-type="fig" rid="F1">Figures 1B, D</xref>). Among these cells, only 5.3 &#x00B1; 1.2% were FMRP+ (<xref ref-type="fig" rid="F1">Figure 1E</xref>). Similarly, CKO<sup>neo</sup> <sup>inj</sup> mice exhibited sparse GFP labeling of L5 PyrNs (<xref ref-type="fig" rid="F1">Figures 1C, D</xref>), and only 7.3 &#x00B1; 1.1% of such cells were FMRP+ (<xref ref-type="fig" rid="F1">Figure 1E</xref>). In contrast, wild type (WT) mice that received the same virus injection in adulthood (&#x201C;WT<sup>adult</sup> <sup>inj</sup>&#x201D;) continued to express FMRP in infected cells, with 94.5 &#x00B1; 1.5% of GFP+ cells being FMRP+ (<xref ref-type="fig" rid="F1">Figure 1E</xref>). These data confirm the effectiveness and specificity of our knockout strategy.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Cre-lox recombination strategy successfully eliminates Fragile X Messenger Ribonucleoprotein (FMRP) from individual infected cells. <bold>(A)</bold> Timeline of virus injection and histology. <bold>(B)</bold> Left: Example of Cre-dependent green fluorescent protein (GFP) expression and <italic>Fmr1</italic> knockout (KO) in a sparse subset of S1 L5 PyrNs of a <italic>Fmr1</italic> conditional knockout (CKO)<sup>adult</sup> <sup>inj</sup> mouse. Scale bar: 500 &#x03BC;m. Right: Enlarged view of the rectangular region in the left panel showing FMRP and GFP expression. Scale bar: 100 &#x03BC;m. <bold>(C)</bold> Examples of <italic>Fmr1</italic> KO in a CKO<sup>neo</sup> <sup>inj</sup> mouse, with the same magnification and arrangement as in <bold>(B)</bold>. <bold>(D)</bold> FMRP and GFP expression in WT<sup>adult</sup> <sup>inj</sup> (top), CKO<sup>adult</sup> <sup>inj</sup> (middle), and CKO<sup>neo</sup> <sup>inj</sup> (bottom) mice imaged with confocal microscopy. Arrows: GFP+ cells; arrowheads: GFP-/FMRP+ cells. Scale bar: 20 &#x03BC;m. <bold>(E)</bold> Percentages of cells co-expressing GFP and FMRP in WT<sup>adult</sup> <sup>inj</sup>, CKO<sup>adult</sup> <sup>inj</sup>, and CKO<sup>neo</sup> <sup>inj</sup> mice. WT<sup>adult</sup> <sup>inj</sup> <italic>n</italic> = 5 mice (335 cells); CKO<sup>adult</sup> <sup>inj</sup> <italic>n</italic> = 5 mice (397 cells); CKO<sup>neo</sup> <sup>inj</sup> <italic>n</italic> = 4 mice (404 cells).</p></caption>
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</sec>
<sec id="S3.SS2">
<title>3.2. Single-cell FMRP knockout does not alter spine density</title>
<p>To assess the effects of single-cell <italic>Fmr1</italic> KO on the structural dynamics of dendritic spines, we performed longitudinal <italic>in vivo</italic> two-photon imaging either through a cranial window (<xref ref-type="bibr" rid="B24">Holtmaat et al., 2009</xref>) or with the thin-skull preparation (<xref ref-type="bibr" rid="B64">Xu et al., 2009</xref>). We first compared the density of spines on apical dendritic tufts of L5 PyrNs in WT<sup>adult</sup> <sup>inj</sup>, CKO<sup>adult</sup> <sup>inj</sup>, and GKO mice receiving virus injection in adulthood (&#x201C;GKO<sup>adult</sup> <sup>inj</sup>&#x201D;) when the mice reached 10 weeks of age (<xref ref-type="fig" rid="F2">Figure 2A</xref>). We found that in GKO<sup>adult</sup> <sup>inj</sup> mice, the spine density was 0.43 &#x00B1; 0.02 per &#x03BC;m, significantly higher than that in WT<sup>adult</sup> <sup>inj</sup> mice [0.35 &#x00B1; 0.02 per &#x03BC;m; one-way ANOVA, <italic>F</italic>(2,12) = 6.111, <italic>p</italic> &#x003C; 0.05<italic>;</italic> post-hoc Dunnett&#x2019;s multiple comparisons test <italic>p</italic> &#x003C; 0.05; <xref ref-type="fig" rid="F2">Figure 2B</xref>], which is consistent with reports in the literature (<xref ref-type="bibr" rid="B15">Galvez and Greenough, 2005</xref>). We further analyzed the density of spines in different morphological categories (<xref ref-type="fig" rid="F2">Figure 2C</xref>). Only thin spines exhibited significant density difference between GKO<sup>adult inj</sup> and WT<sup>adult inj</sup> mice [two-way repeated measures ANOVA, <italic>F</italic>(6, 36) = 10.02, <italic>p</italic> &#x003C; 0.0001; post-hoc Dunnett&#x2019;s multiple comparisons test <italic>p</italic> &#x003C; 0.01]; the rest showed no difference (post-hoc Dunnett&#x2019;s multiple comparisons test <italic>p</italic> = 0.4707, 0.6510, and 0.9983 for stubby, mushroom, and others, respectively). Interestingly, spine density in CKO<sup>adult</sup> <sup>inj</sup> mice (0.37 &#x00B1; 0.01 per &#x03BC;m) was not significantly different from that in WT<sup>adult</sup> <sup>inj</sup> mice (post-hoc Dunnett&#x2019;s multiple comparisons test <italic>p</italic> = 0.8378; <xref ref-type="fig" rid="F2">Figure 2B</xref>). Nor was there significant density difference in spines belonging to any morphological category between CKO<sup>adult inj</sup> and WT<sup>adult inj</sup> mice (post-hoc Dunnett&#x2019;s multiple comparisons test <italic>p</italic> = 0.9518, 0.0955, 0.9908, and 0.1754 for stubby, mushroom, thin, and others, respectively). To control for the possibility that virus infection <italic>per se</italic> affects spine density, we also measured spine density in <italic>Thy1</italic>-GFP-M mice (which are <italic>Fmr1</italic>+, hence denoted &#x201C;WT<sup>M</sup>&#x201D;) as well as in GKO &#x00D7; <italic>Thy1</italic>-GFP-M (&#x201C;GKO<sup>M</sup>&#x201D;) mice. These animals express cytoplasmic GFP in a sparse subset of cortical L5 PyrNs, thus obviating the need for viral labeling. We found no difference in spine density between WT<sup>adult</sup> <sup>inj</sup> mice and WT<sup>M</sup> mice, or between GKO<sup>adult</sup> <sup>inj</sup> and GKO<sup>M</sup> mice (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 1</xref>). These results demonstrate that the viral knockout strategy <italic>per se</italic> does not affect spine density.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Cell-autonomous <italic>Fmr1</italic> knockout (KO) in adolescence or adulthood does not alter spine density. <bold>(A)</bold> Examples of dendritic spines imaged <italic>in vivo</italic> in adult mice. <bold>(B)</bold> Total spine density in WT<sup>adult</sup> <sup>inj</sup>, global knockout (GKO<italic><sup>adultinj</sup></italic>), and conditional knockout (CKO<italic><sup>adultinj</sup></italic>) mice. <italic>n</italic> = 5 per group. <bold>(C)</bold> Density of different types of spines in WT<sup>adult</sup> <sup>inj</sup>, GKO<sup>adult</sup> <sup>inj</sup>, and CKO<sup>adult</sup> <sup>inj</sup> mice. <italic>n</italic> = 5 per group. <bold>(D)</bold> Examples of dendritic spines imaged <italic>in vivo</italic> in adolescent mice. <bold>(E)</bold> Total spine density in adolescent mice. <italic>n</italic> = 6 for WT<sup>M</sup>, 5 for GKO<sup>M</sup>, and CKO<sup>neo</sup> <sup>inj</sup> mice. <bold>(F)</bold> Density of different types of spines in adolescent mice. <italic>n</italic> = 6 for WT<sup>M</sup> and 5 for CKO<sup>neo</sup> <sup>inj</sup> mice. Scale bar = 2 &#x03BC;m. Hereinafter &#x002A;<italic>p</italic> &#x003C; 0.05, &#x002A;&#x002A;<italic>p</italic> &#x003C; 0.01; post-hoc comparisons with the control group.</p></caption>
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<p>We next compared the spine density of adolescent (&#x223C;P30) WT<sup>M</sup>, GKO<sup>M</sup>, and CKO<sup>neo</sup> <sup>inj</sup> mice (<xref ref-type="fig" rid="F2">Figure 2D</xref>). We found no significant difference among these three groups: the spine density was 0.43 &#x00B1; 0.02 per &#x03BC;m in WT<sup>M</sup>, 0.44 &#x00B1; 0.01 per &#x03BC;m in GKO<sup>M</sup>, and 0.46 &#x00B1; 0.01 per &#x03BC;m in CKO<sup>neo</sup> <sup>inj</sup> mice [one-way ANOVA, <italic>F</italic>(2,13) = 1.421, <italic>p</italic> = 0.2766; <xref ref-type="fig" rid="F2">Figure 2E</xref>]. This agrees with previous findings (<xref ref-type="bibr" rid="B38">Nimchinsky et al., 2001</xref>; <xref ref-type="bibr" rid="B15">Galvez and Greenough, 2005</xref>; <xref ref-type="bibr" rid="B41">Pan et al., 2010</xref>; <xref ref-type="bibr" rid="B23">Hodges et al., 2017</xref>; <xref ref-type="bibr" rid="B8">Bland et al., 2021</xref>). Furthermore, CKO<sup>neo inj</sup> mice showed no significant difference in the density of any spine type in comparison with WT<sup>M</sup> mice (two-way repeated measures ANOVA, <italic>F</italic>(3,27) = 0.4985, <italic>p</italic> = 0.6864; <xref ref-type="fig" rid="F2">Figure 2F</xref>), similar to the previous report on adolescent GKO mice (<xref ref-type="bibr" rid="B23">Hodges et al., 2017</xref>).</p>
</sec>
<sec id="S3.SS3">
<title>3.3. Neither global nor single-cell knockout of FMRP affects the structural dynamics of dendritic spines in adult mice</title>
<p>We then examined the structural dynamics of spines in WT<sup>adult</sup> <sup>inj</sup>, GKO<sup>adult</sup> <sup>inj</sup>, and CKO<sup>adult</sup> <sup>inj</sup> mice starting at about 2 months of age, over 4 and 16 days intervals (<xref ref-type="fig" rid="F3">Figures 3A&#x2013;D</xref>). We found no significant difference in the rate of spine formation and elimination over 4 days: the spine formation rate was 4.4 &#x00B1; 0.3% in WT<sup>adult</sup> <sup>inj</sup>, 4.1 &#x00B1; 0.3% in GKO<sup>adult</sup> <sup>inj</sup>, and 3.8 &#x00B1; 0.3% in CKO<sup>adult</sup> <sup>inj</sup> [one-way ANOVA, <italic>F</italic>(2,12) = 1.017, <italic>p</italic> = 0.3907; <xref ref-type="fig" rid="F3">Figure 3E</xref>], and the spine elimination rate was 5.8 &#x00B1; 0.4% in WT<sup>adult</sup> <sup>inj</sup>, 5.9 &#x00B1; 0.2% in GKO<sup>adult</sup> <sup>inj</sup>, and 5.2 &#x00B1; 0.3% in CKO<sup>adult</sup> <sup>inj</sup> [one-way ANOVA, <italic>F</italic>(2,12) = 1.122, <italic>p</italic> = 0.3574; <xref ref-type="fig" rid="F3">Figure 3F</xref>]. Likewise, there was no significant difference in spine dynamics over 16 days. The spine formation rate was 5.9 &#x00B1; 0.4%, 6.0 &#x00B1; 0.8%, and 5.5 &#x00B1; 0.9% in WT<sup>adult</sup> <sup>inj</sup>, GKO<sup>adult</sup> <sup>inj</sup>, and CKO<sup>adult</sup> <sup>inj</sup>, respectively [one-way ANOVA, <italic>F</italic>(2,12) = 0.1352, <italic>p</italic> = 0.8748; <xref ref-type="fig" rid="F3">Figure 3G</xref>], and the corresponding spine elimination rate was 8.6 &#x00B1; 0.5% in WT<sup>adult</sup> <sup>inj</sup>, 9.6 &#x00B1; 0.3% in GKO<sup>adult</sup> <sup>inj</sup>, and 8.7 &#x00B1; 0.9% in CKO<sup>adult</sup> <sup>inj</sup> [one-way ANOVA, <italic>F</italic>(2,12) = 0.7999, <italic>p</italic> = 0.4719; <xref ref-type="fig" rid="F3">Figure 3H</xref>]. Following new spines formed by day 4 till day 16, we found no significant difference in their survival rate [WT<sup>adult inj</sup> 34.0 &#x00B1; 10.7%, GKO<sup>adult inj</sup> 22.5 &#x00B1; 6.7%, CKO<sup>adult inj</sup> 26.7 &#x00B1; 8.5%; one-way ANOVA, <italic>F</italic>(2,12) = 0.4419, <italic>p</italic> = 0.6529; <xref ref-type="fig" rid="F3">Figure 3I</xref>]. These results suggest that deleting FMRP from single neurons in adulthood does not affect its spine dynamics. Again, to control for potential confounding effects of virus infection, we measured spine dynamics in WT<sup>M</sup> and GKO<sup>M</sup> mice at comparable ages. Spine dynamics did not differ significantly between WT<sup>adult</sup> <sup>inj</sup> and WT<sup>M</sup> mice, or between GKO<sup>adult</sup> <sup>inj</sup> and GKO<sup>M</sup> mice (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 2</xref>). This confirms that the viral labeling strategy does not affect spine dynamics either.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Cell-autonomous <italic>Fmr1</italic> knockout (KO) in adulthood does not affect spine formation or elimination. <bold>(A)</bold> Timeline of virus injection and <italic>in vivo</italic> two-photon imaging. <bold>(B&#x2013;D)</bold> Examples of spine formation and elimination in WT<sup>adult</sup> <sup>inj</sup> <bold>(B)</bold>, global knockout (GKO<sup>adult</sup> <sup>inj</sup>) <bold>(C)</bold>, and conditional knockout (CKO<sup>adult</sup> <sup>inj</sup>) <bold>(D)</bold> mice. Arrows: eliminated spines; arrowheads: formed spines. Scale bar = 2 &#x03BC;m. <bold>(E,F)</bold> Spine formation <bold>(E)</bold> and elimination <bold>(F)</bold> rates over 4 days in WT<sup>adult</sup> <sup>inj</sup>, GKO<sup>adult</sup> <sup>inj</sup>, and CKO<sup>adult</sup> <sup>inj</sup> mice. <bold>(G,H)</bold> Spine formation <bold>(G)</bold> and elimination <bold>(H)</bold> rates over 16 days in WT<sup>adult</sup> <sup>inj</sup>, GKO<sup>adult</sup> <sup>inj</sup>, and CKO<sup>adult</sup> <sup>inj</sup> mice. <bold>(I)</bold> Percentage of new spines formed by day 4 that survived till day 16. <italic>n</italic> = 5 mice per group.</p></caption>
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</sec>
<sec id="S3.SS4">
<title>3.4. Single-cell FMRP knockout results in elevated dendritic spine formation in adolescent mice</title>
<p>As previous studies suggest that <italic>Fmr1</italic> KO affects spine dynamics most prominently in adolescence (<xref ref-type="bibr" rid="B23">Hodges et al., 2017</xref>), we examined 4 and 16 days spine dynamics in CKO<sup>neo</sup> <sup>inj</sup>, WT<sup>M</sup>, and GKO<sup>M</sup> mice starting at 1 month of age (<xref ref-type="fig" rid="F4">Figures 4A&#x2013;D</xref>). We found that spine formation over 4 days was significantly elevated in CKO<sup>neo</sup> <sup>inj</sup> mice (7.4 &#x00B1; 0.3%) and GKO<sup>M</sup> mice (8.1 &#x00B1; 0.5%) compared to WT<sup>M</sup> mice [4.6 &#x00B1; 0.3%; one-way ANOVA, <italic>F</italic>(2,13) = 23.71, <italic>p</italic> &#x003C; 0.001; post-hoc Dunnett&#x2019;s multiple comparisons test: <italic>p</italic> &#x003C; 0.001 for CKO<sup>neo</sup> <sup>inj</sup> vs. WT<sup>M</sup> and for GKO<sup>M</sup> vs WT<sup>M</sup>; <xref ref-type="fig" rid="F4">Figure 4E</xref>]. However, spine elimination over 4 days was unaffected [WT<sup>M</sup> 7.2 &#x00B1; 0.4%, GKO<sup>M</sup>: 6.5 &#x00B1; 0.4%, CKO<sup>neo inj</sup>: 6.7 &#x00B1; 0.3%; one-way ANOVA, <italic>F</italic>(2,13) = 1.225, <italic>p</italic> = 0.3255; <xref ref-type="fig" rid="F4">Figure 4F</xref>]. A similar phenomenon emerged over the 16 days interval: CKO<sup>neo</sup> <sup>inj</sup> mice had a spine formation rate of 13.5 &#x00B1; 1.1%, which was comparable to that in GKO<sup>M</sup> mice (13.7 &#x00B1; 0.3%) but differed significantly from that in WT<sup>M</sup> mice [9.2 &#x00B1; 0.5%; one-way ANOVA, <italic>F</italic>(2,12) = 12.05, <italic>p</italic> &#x003C; 0.01; post-hoc Dunnett&#x2019;s multiple comparisons test: <italic>p</italic> &#x003C; 0.01 for both CKO<sup>neo</sup> <sup>inj</sup> vs WT<sup>M</sup> and GKO<sup>M</sup> vs. WT<sup>M</sup>; <xref ref-type="fig" rid="F4">Figure 4G</xref>]. The 16 days spine elimination did not significantly differ among the three groups, with rates of 13.3 &#x00B1; 0.4% (WT<sup>M</sup>), 13.8 &#x00B1; 0.4% (GKO<sup>M</sup>), and 13.9 &#x00B1; 0.9% (CKO<sup>neo inj</sup>), respectively [one-way ANOVA, <italic>F</italic>(2,12) = 0.3124, <italic>p</italic> = 0.7374; <xref ref-type="fig" rid="F4">Figure 4H</xref>].</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Cell-autonomous <italic>Fmr1</italic> knockout (KO) in adolescence selectively affects spine formation but not elimination. <bold>(A)</bold> Timeline of virus injection and <italic>in vivo</italic> two-photon imaging. <bold>(B&#x2013;D)</bold> Examples of spine formation and elimination in adolescent WT<sup>M</sup> <bold>(B)</bold>, global knockout (GKO<sup>M</sup>) <bold>(C)</bold>, and conditional knockout (CKO<sup>neo</sup> <sup>inj</sup>) <bold>(D)</bold> mice. Arrows: eliminated spines; arrowheads: formed spines; asterisks: filopodia. Scale bar = 2 &#x03BC;m. <bold>(E,F)</bold> Spine formation <bold>(E)</bold> and elimination <bold>(F)</bold> rates over 4 days in WT<sup>M</sup>, GKO<sup>M</sup>, and CKO<sup>neo</sup> <sup>inj</sup> mice. <italic>n</italic> = 5 mice for WT<sup>M</sup> and GKO<sup>M</sup>, and six mice for CKO<sup>neo</sup> <sup>inj</sup>. <bold>(G,H)</bold> Spine formation <bold>(G)</bold> and elimination <bold>(H)</bold> rates over 16 days in WT<sup>M</sup>, GKO<sup>M</sup>, and CKO<sup>neo</sup> <sup>inj</sup> mice. <italic>n</italic> = 5 mice per group. <bold>(I)</bold> Total spine density in WT<sup>adult</sup> <sup>inj</sup> and CKO<sup>neo</sup> <sup>inj</sup> mice at adulthood. <italic>n</italic> = 5 mice per group. <bold>(J)</bold> Density of different types of spines in WT<sup>adult</sup> <sup>inj</sup> and CKO<sup>neo</sup> <sup>inj</sup> mice at adulthood. <italic>n</italic> = 5 mice per group. &#x002A;&#x002A;<italic>p</italic> &#x003C; 0.01, &#x002A;&#x002A;&#x002A;<italic>p</italic> &#x003C; 0.001.</p></caption>
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<p>We further followed CKO<sup>neo inj</sup> mice into adulthood and re-examined their spine density and morphology. To our surprise, spine density on the FMRP-null neurons was comparable to that in WT<sup>adult inj</sup> mice [unpaired <italic>t</italic>-test, <italic>t</italic>(8) = 1.116, <italic>p</italic> = 0.2966; <xref ref-type="fig" rid="F4">Figure 4I</xref>]. Morphological analysis, however, revealed an elevated density of thin spines on FMRP-null neurons [two-way repeated measures ANOVA, <italic>F</italic>(3,24) = 22.56, <italic>p</italic> &#x003C; 0.0001; post-hoc &#x0160;id&#x00E1;k multiple comparisons test, <italic>p</italic> &#x003C; 0.01; <xref ref-type="fig" rid="F4">Figure 4J</xref>]. The normalization of total spine density was due to decreased density of all other types of spines. Together with findings in adult animals, these results suggest that FMRP regulates the structural dynamics of spines cell-autonomously in adolescence, but the development of spine defects into adulthood also involves non-cell-autonomous factors.</p>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<title>4. Discussion</title>
<p>The abundance of dendritic spines with an immature morphology in the adult brain is an anatomical hallmark of FXS in humans and in mouse models. Traditionally, it is conjectured that this phenotype results from defective spine pruning during development (<xref ref-type="bibr" rid="B18">Greenough et al., 2001</xref>; <xref ref-type="bibr" rid="B11">Churchill et al., 2002</xref>; <xref ref-type="bibr" rid="B3">Bagni and Greenough, 2005</xref>; <xref ref-type="bibr" rid="B4">Bardoni et al., 2006</xref>). More recent <italic>in vivo</italic> imaging studies, however, reveal elevated spine formation in adolescence (<xref ref-type="bibr" rid="B41">Pan et al., 2010</xref>; <xref ref-type="bibr" rid="B39">Padmashri et al., 2013</xref>; <xref ref-type="bibr" rid="B37">Nagaoka et al., 2016</xref>; <xref ref-type="bibr" rid="B23">Hodges et al., 2017</xref>), and some of them in addition suggest that spine elimination during this developmental stage is elevated as well. The cellular underpinning of such altered structural dynamics is likely complex. It may involve abnormal neural activity patterns operating through activity-dependent mechanisms to prevent the maturation of new spines and the competitive removal of weak and immature spines. It may also implicate altered intrinsic excitability of neurons due to ion channel dysregulation, excitation/inhibition imbalance induced by dysfunctional local inhibitory circuits, and altered homeostatic plasticity (<xref ref-type="bibr" rid="B16">Gibson et al., 2008</xref>; <xref ref-type="bibr" rid="B55">Soden and Chen, 2010</xref>; <xref ref-type="bibr" rid="B17">Goel et al., 2018</xref>; <xref ref-type="bibr" rid="B32">Liu et al., 2021</xref>). Moreover, astrocytes may contribute to the spine pathology, as astrocyte-specific KO of <italic>Fmr1</italic> suffices to elevate spine formation (<xref ref-type="bibr" rid="B23">Hodges et al., 2017</xref>). Other studies in addition suggests altered inflammatory response of microglia (<xref ref-type="bibr" rid="B42">Parrott et al., 2021</xref>) and reduced microglia-mediated synaptic pruning (<xref ref-type="bibr" rid="B28">Jawaid et al., 2018</xref>) in <italic>Fmr1</italic> global KO mice. Such a plethora of participants makes it difficult to isolate the contribution of cell-autonomous dysregulation from that of external factors, if <italic>Fmr1</italic> is knocked out globally. In fact, even studies that leverage the random X-linked inactivation of <italic>Fmr1</italic> in heterozygous females to generate mosaicism (approximately half of the neurons are FMRP-null and the other half FMRP+) still suffer from the caveat that network effects cannot be ruled out (<xref ref-type="bibr" rid="B8">Bland et al., 2021</xref>).</p>
<p>In this study, we circumvented this problem by a virus-based strategy to induce <italic>Fmr1</italic> KO only in a very small subset of cortical PyrNs. Thus, the perturbation to the activity pattern in the neuronal network is negligible. Furthermore, as each PyrN receives thousands of inputs (<xref ref-type="bibr" rid="B25">Iascone et al., 2020</xref>), the vast majority of them are from neurons that express FMRP normally. We observed that in adolescent CKO<sup>neo</sup> <sup>inj</sup> mice, FMRP-null neurons exhibited the same spine dynamics as in <italic>Fmr1</italic> global KO mice, indicating that FMRP regulates spine dynamics cell-autonomously at this developmental stage. This result is consistent with a recent electrophysiological study (<xref ref-type="bibr" rid="B65">Zhang et al., 2021</xref>) showing that virus-based cell-autonomous deletion of FMRP from L2/3 or L5 neurons weakens callosal excitatory synapses. It is also consistent with the earlier study (<xref ref-type="bibr" rid="B43">Pfeiffer and Huber, 2007</xref>) showing that acute, postsynaptic expression of FMRP in <italic>Fmr1</italic> KO neurons <italic>in vitro</italic> reduces their synapse number. This suggests that in <italic>Fmr1</italic> global KO mice, which more realistically reflect the condition in FXS patients, the lack of FMRP in the neurons to which the spines belong is the determining factor of the pathology in spine density and dynamics. Interestingly, although neurons with neonatal FMRP deletion exhibit abnormally high density of thin spines when the animal reaches adulthood, the total spine density remains at the WT level. In contrast, the elevated density of thin spines on neurons in adult GKO mice increases total spine density as well. This intriguing phenomenon calls for further investigations into the contribution of the neuronal network and other extrinsic factors. It is worth noting that the regulation of spine dynamics by FMRP does not imply that the effect is mediated completely intracellularly. It has been reported that genetic deletion of matrix metalloproteinase-9 (MMP-9), an FMRP target enzyme involved in the degradation of the extracellular matrix, can rescue spine morphological and behavioral deficits in <italic>Fmr1</italic> global KO mice (<xref ref-type="bibr" rid="B52">Sidhu et al., 2014</xref>). Another work shows that injecting an MMP-9 inhibitor likewise rescues the baseline spine dynamics in such animals (<xref ref-type="bibr" rid="B37">Nagaoka et al., 2016</xref>).</p>
<p>Most <italic>in vivo</italic> imaging studies of spine dynamics in FXS focus on the apical dendrites of L5 PyrNs, leveraging the sparse but very bright neuronal labeling conveniently offered by the <italic>Thy1</italic>-YFP-H or <italic>Thy1</italic>-GFP-M line (<xref ref-type="bibr" rid="B41">Pan et al., 2010</xref>; <xref ref-type="bibr" rid="B39">Padmashri et al., 2013</xref>; <xref ref-type="bibr" rid="B37">Nagaoka et al., 2016</xref>; <xref ref-type="bibr" rid="B23">Hodges et al., 2017</xref>). However, there is evidence that FMRP regulates spine morphology differentially in different compartments of the dendritic arbor. For example, a histological study (<xref ref-type="bibr" rid="B8">Bland et al., 2021</xref>) shows that <italic>Fmr1</italic> KO or inactivation affects the density of spines on basal dendrites of L5 PyrNs minimally. It will be interesting to examine whether the dynamics of such spines are altered by the loss of FMRP; such experiments have become possible with recent advances in imaging techniques such as three-photon microscopy and adaptive optics (<xref ref-type="bibr" rid="B48">Rodriguez and Ji, 2018</xref>; <xref ref-type="bibr" rid="B54">Sinefeld et al., 2022</xref>).</p>
<p>The regulatory role of postsynaptic FMRP may also be input-specific. A recent immunofluorescent array tomography study of cortical tissues from adult <italic>Fmr1</italic> global KO mice (<xref ref-type="bibr" rid="B53">Simhal et al., 2019</xref>) revealed an increase of small synapses that expressed vesicular glutamate transporter 1 (VGluT1+) in L4 and a decrease of large VGluT1+ synapses in L1 and L4; moreover, VGluT2+ synapse density consistently decreased in L1 and L2/3. As VGluT1+ and VGluT2+ excitatory synapses are generally considered to be corticocortical and thalamocortical, respectively, this work suggests an input-specific defect associated with <italic>Fmr1</italic> KO. More interestingly, it was recently found (<xref ref-type="bibr" rid="B65">Zhang et al., 2021</xref>) that, while barrel cortex L2/3 neurons with cell-autonomous <italic>Fmr1</italic> KO had weaker long-range callosal synaptic connections, their excitatory postsynaptic currents (EPSCs) evoked by local inputs (L4 of home or adjacent barrels, L5A or L2/3 neurons) were unaffected. Similarly, L5 PyrNs with postsynaptic <italic>Fmr1</italic> KO had weakened callosal inputs around their somata and apical dendrites. These findings are intriguing, as only a very small percentage of the neurons were FMRP-null, and hence their presynaptic partners should be predominantly normal no matter where they resided. The mechanisms through which postsynaptic FMRP differentially regulate the maturation and strength of synapses from different input sources remain to be elucidated.</p>
</sec>
<sec id="S5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="S6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>This animal study was reviewed and approved by Institutional Animal Care and Use Committee (IACUC), University of California, Santa Cruz.</p>
</sec>
<sec id="S7" sec-type="author-contributions">
<title>Author contributions</title>
<p>YZ, JL, and MG designed the study and wrote the manuscript. MG and JL performed the experiments and analyzed the data. All authors approved the submitted version of the manuscript.</p>
</sec>
</body>
<back>
<sec id="S8" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by grants from the Eunice Kennedy Shriver National Institute of Child Health and Human Development (R21HD101266), National Institute of Mental Health (R01MH109475 and R01MH127737), National Institute on Aging (R01AG071787), and a Max Planck Fellowship from Max Planck Florida Institute for Neuroscience to YZ. The Zeiss 880 confocal microscope used in this study was funded by an NIH S10 Grant (1S10OD23528).</p>
</sec>
<ack><p>We thank Stephen T. Warren and David L. Nelson for sharing the transgenic mouse lines, Dan Turner-Evans for help with two-photon imaging, Chia-Chien Eric Chen for advice on neonatal viral injection, and Benjamin Abrams (UCSC Life Sciences Microscopy Center) for technical support.</p>
</ack>
<sec id="S9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="S10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="S11" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fnsyn.2023.1135479/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fnsyn.2023.1135479/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.pdf" id="DS1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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