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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Neurosci.</journal-id>
<journal-title>Frontiers in Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1662-453X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnins.2024.1480000</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>Diethyl butylmalonate attenuates cognitive deficits and depression in 5&#x00D7;FAD mice</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Yuan</surname> <given-names>Lai</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Song</surname> <given-names>Ge</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Xu</surname> <given-names>Wangwei</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Liu</surname> <given-names>Shuni</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author">
<name><surname>Zhang</surname> <given-names>Yongsheng</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author">
<name><surname>Pan</surname> <given-names>Wei</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/139028/overview"/>
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<contrib contrib-type="author">
<name><surname>Ding</surname> <given-names>Xiaohui</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Fu</surname> <given-names>Linlin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Lin</surname> <given-names>Qisi</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Sun</surname> <given-names>Fenfen</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c003"><sup>&#x002A;</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Jiangsu Key Laboratory of Immunity and Metabolism, Department of Pathogen Biology and Immunology, Xuzhou Medical University</institution>, <addr-line>Xuzhou</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>The First Clinical Medical College, Xuzhou Medical University</institution>, <addr-line>Xuzhou</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy, Xuzhou Medical University</institution>, <addr-line>Xuzhou</addr-line>, <country>China</country></aff>
<aff id="aff4"><sup>4</sup><institution>Suqian Affiliated Hospital of Xuzhou Medical University</institution>, <addr-line>Suqian</addr-line>, <country>China</country></aff>
<author-notes>
<fn id="fn0002" fn-type="edited-by"><p>Edited by: Pradeep Kumar, All India Institute of Medical Sciences, India</p></fn>
<fn id="fn0003" fn-type="edited-by"><p>Reviewed by: Janakiraman Udaiyappan, Southern Methodist University, United States</p>
<p>Samir Ranjan Panda, National Institute of Pharmaceutical Education and Research, India</p></fn>
<corresp id="c001">&#x002A;Correspondence: Linlin Fu, <email>363504347@qq.com</email></corresp>
<corresp id="c002">Qisi Lin, <email>qslin074@126.com</email></corresp>
<corresp id="c003">Fenfen Sun, <email>fen_1208@163.com</email></corresp>
<fn id="fn0001" fn-type="equal"><p><sup>&#x2020;</sup>These authors have contributed equally to this work and share first authorship</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>11</day>
<month>11</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>18</volume>
<elocation-id>1480000</elocation-id>
<history>
<date date-type="received">
<day>13</day>
<month>08</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>28</day>
<month>10</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Yuan, Song, Xu, Liu, Zhang, Pan, Ding, Fu, Lin and Sun.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Yuan, Song, Xu, Liu, Zhang, Pan, Ding, Fu, Lin and Sun</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>
<sec id="sec1">
<title>Background</title>
<p>Alzheimer&#x2019;s disease (AD), characterized by cognitive impairment and depression, is currently one of the intractable problems due to the insufficiency of intervention strategies. Diethyl butylmalonate (DBM) has recently attracted extensive interest due to its anti-inflammatory role in macrophages. However, it is still unknown whether DBM has a beneficial effect on cognitive deficits and depression.</p>
</sec>
<sec id="sec2">
<title>Methods</title>
<p>DBM was administrated to 5&#x00D7;FAD and C57BL/6J mice by intraperitoneal injection. Novel object recognition, Y-maze spatial memory, Morris water maze and nest building tests were used to evaluate cognitive function. Moreover, the tail suspension test, forced swimming test, open field test and the elevated plus maze test were used to assess depression. Transmission electron microscopy, Golgi-Cox staining, immunofluorescence, RT-qPCR and western blot were utilized to determine the neuropathological changes in the hippocampus and amygdala of mice.</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>Multiple behavioral tests showed that DBM effectively mitigated cognitive deficit and depression in 5&#x00D7;FAD mice. Moreover, DBM significantly attenuated synaptic ultrastructure and neurite impairment in the hippocampus of 5&#x00D7;FAD mice, paralleled by the improvement of the deficits of PSD95 and BDNF proteins. In addition, DBM decreased the accumulation of microglia and downregulated neuroinflammation in the hippocampus and amygdala of 5&#x00D7;FAD mice.</p>
</sec>
<sec id="sec4">
<title>Conclusion</title>
<p>This study provides evidence that DBM ameliorates cognitive deficits and depression via improvement of the impairment of synaptic ultrastructure and neuroinflammation, suggesting that DBM is a potential drug candidate for treating AD-related neurodegeneration.</p>
</sec>
</abstract>
<kwd-group>
<kwd>Alzheimer&#x2019;s disease</kwd>
<kwd>cognitive</kwd>
<kwd>depression</kwd>
<kwd>neuroinflammation</kwd>
<kwd>synaptic plasticity</kwd>
<kwd>diethyl butylmalonate</kwd>
</kwd-group>
<contract-num rid="cn1">BK20201459</contract-num>
<contract-num rid="cn2">202310313092Y</contract-num>
<contract-num rid="cn2">202410313047Y</contract-num>
<contract-sponsor id="cn1">Natural Science Foundation of Jiangsu Province<named-content content-type="fundref-id">10.13039/501100004608</named-content></contract-sponsor>
<contract-sponsor id="cn2">Jiangsu Qing Lan Project, the Training Programs of Innovation and Entrepreneurship for College Students in Jiangsu Province</contract-sponsor>
<counts>
<fig-count count="7"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="62"/>
<page-count count="14"/>
<word-count count="8729"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Neurodegeneration</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec5">
<label>1</label>
<title>Introduction</title>
<p>Alzheimer&#x2019;s disease (AD) is a multifactorial neurodegenerative disorder and the leading cause of dementia (<xref ref-type="bibr" rid="ref38">Paul, 2022</xref>). AD patients are characterized by cognitive impairment, including memory deficits and depression (<xref ref-type="bibr" rid="ref35">Lyketsos et al., 2011</xref>; <xref ref-type="bibr" rid="ref27">Kogan et al., 2000</xref>; <xref ref-type="bibr" rid="ref26">Koenig et al., 2016</xref>). Neuroinflammation is critical in AD progression via impairing synaptic plasticity and neurite outgrowth (<xref ref-type="bibr" rid="ref24">Hou et al., 2021</xref>; <xref ref-type="bibr" rid="ref18">Hartmann et al., 2024</xref>; <xref ref-type="bibr" rid="ref2">Bohlson and Tenner, 2023</xref>; <xref ref-type="bibr" rid="ref30">Li et al., 2023</xref>). Neuroinflammation plays a vital role in the AD progression (<xref ref-type="bibr" rid="ref29">Leng and Edison, 2021</xref>). In AD, activated microglia release a range of proinflammatory cytokines, including IL-1&#x03B2;, IL-6, and TNF-&#x03B1; (<xref ref-type="bibr" rid="ref4">Cai et al., 2019</xref>), directly inducing neuronal apoptosis and synaptic dysfunction (<xref ref-type="bibr" rid="ref59">Zhao et al., 2019</xref>). These activated microglia can also engulf synapses, compromising synaptic structure (<xref ref-type="bibr" rid="ref23">Hong et al., 2016</xref>). Consequently, reducing neuroinflammation may help alleviate cognitive impairment by enhancing synaptic plasticity and preserving synaptic ultrastructure in AD.</p>
<p>Succinate dehydrogenase (SDH), an enzyme in Kreb&#x2019;s cycle, is a arbiter of pro-inflammatory response in macrophages (<xref ref-type="bibr" rid="ref36">Mills et al., 2016</xref>). It is reported that SDH governs the increased inflammatory gene expression and reciprocally decreased anti-inflammatory gene expression via succinate oxidation (<xref ref-type="bibr" rid="ref36">Mills et al., 2016</xref>). Diethyl butylmalonate (DBM) is known to be a competitive inhibitor of SDH. It rapidly hydrolyzes to form malonate, preventing succinate accumulation and oxidation, thereby exerting an anti-inflammatory effect by inhibiting ROS production (<xref ref-type="bibr" rid="ref57">Zhang et al., 2021</xref>; <xref ref-type="bibr" rid="ref14">Fan et al., 2022</xref>; <xref ref-type="bibr" rid="ref40">Prag et al., 2022</xref>). It is reported that DBM administration can alleviate brain damage in a mouse model of cardiac arrest (<xref ref-type="bibr" rid="ref29">Leng and Edison, 2021</xref>). Additionally, recent research has demonstrated that DBM suppresses microglial activation and reduces neuroinflammation in LPS-stimulated microglia (<xref ref-type="bibr" rid="ref43">Sangineto et al., 2023</xref>). However, it remains largely enigmatic whether DBM could improve cognitive impairment and depression in AD.</p>
<p>Transgenic mice have become essential tools for exploring the neuropathology of AD and evaluating potential therapeutic agents (<xref ref-type="bibr" rid="ref52">Wong et al., 2002</xref>). Here, utilizing the 5&#x00D7;FAD mice model, which showed cognitive impairment and depression (<xref ref-type="bibr" rid="ref25">Jawhar et al., 2012</xref>; <xref ref-type="bibr" rid="ref54">Xu et al., 2018</xref>), we comprehensively evaluated the protective effects of DBM on the condition of AD. Our results indicate that DBM treatment improves cognitive function and alleviates depression in these transgenic mice, alongside enhancements in synaptic ultrastructure, neurite growth, and reductions in neuroinflammation. This suggests that DBM holds promise as a therapeutic molecule for preventing neurodegenerative diseases, including AD.</p>
</sec>
<sec sec-type="materials|methods" id="sec6">
<label>2</label>
<title>Materials and methods</title>
<sec id="sec7">
<label>2.1</label>
<title>Animals</title>
<p>C57BL/6J mice were obtained from Jiangsu Jicui Pharmaceutical Technology Corporation (Jiangsu Province, China) and the transgenic mouse line 5&#x00D7;FAD (MMRRC catalog #034840-JAX, RRID: MMRRC_034840-JAX) were purchased from the Jackson Laboratory. 5&#x00D7;FAD mice overexpress the 695-amino acid isoform of the human amyloid precursor protein (APP695) carrying the Swedish, London, and Florida mutations under the control of the murine Thy-1 promoter. They were housed in environmentally controlled conditions (temperature 24&#x00B0;C, 12&#x2009;h light/dark cycle) and given free access to standard food and water in specific pathogen free (SPF) experimental animal Center of Xuzhou Medical University. The mice were acclimatized for 1&#x2009;week before the experiment. All animal care and experiments were carried out in strict accordance with the recommendation of the Guide for the Care and Use of Laboratory Animals of the Ministry of Health (China) and approved by the Ethics Committee of Xuzhou Medical University (Xuzhou, China, SCXK (Su) 2020-0048).</p>
</sec>
<sec id="sec8">
<label>2.2</label>
<title>Experimental design</title>
<p>5&#x00D7;FAD mice (4&#x2009;month old) and C57BL/6J mice (4&#x2009;month old) were randomly divided into the following four groups (12 mice for each group, including 6 males and 6 females): (I) C57BL/6J mice received phosphate buffer solution (PBS) as vehicle control (Con + Veh) group; (II) C57BL/6J mice received intraperitoneal injections (two times weekly) of 40&#x2009;mg/kg DBM (Cat. 112038-100ML, Sigma-Aldrich, St. Louis, United States) as Con + DBM group; (III) 5&#x00D7;FAD group as AD model for mice received PBS as 5&#x00D7;FAD + Veh group; (IV) 5&#x00D7;FAD + DBM group received DBM (two times weekly) with intraperitoneal injections in 5&#x00D7;FAD mice. Following 4&#x2009;weeks of intervention, a series of behavioral tests were performed. Mice were then anesthetized with pentobarbitone sodium (100&#x2009;mg/kg body weight) and sacrificed 3&#x2009;days after behavioral tests. The fresh hippocampus and amygdala tissues were collected and preserved at &#x2212;80&#x00B0;C for western blotting and RT-qPCR. The whole brains were taken and placed in Golgi fixative for Golgi-Cox staining. For transmission electron microscope, the left hippocampus was sectioned and cut into 1&#x2009;cm<sup>3</sup> pieces and stored in electron microscope fixative. For immunofluorescence analysis, the whole brains were placed in a 4% paraformaldehyde-fixed solution and then transferred into a 30% sucrose solution for dehydration and cryoprotection.</p>
</sec>
<sec id="sec9">
<label>2.3</label>
<title>Behavioral tests</title>
<p>To investigate the impact of DBM administration on spontaneous rodent behaviors and recognition memory and depression in 5&#x00D7;FAD mice, behavioral tests were conducted, including Morris water maze, Y-maze spatial memory, the novel object recognition, Y-maze test, nest building test, elevated plus maze test, open field test, tail suspension test and forced swimming test. The procedures followed were comparable to those described in earlier studies.</p>
<sec id="sec10">
<label>2.3.1</label>
<title>Morris water maze test</title>
<p>The test was conducted in accordance with previously established protocols (<xref ref-type="bibr" rid="ref34">Liu et al., 2020</xref>). The Morris water maze (MWM) test was performed in a circular tank measuring 150&#x2009;cm in diameter and 35&#x2009;cm in height (XR-XM101, Shanghai Xinruan Information Technology Co., Ltd.) in a dimly lit room. The water temperature was maintained between 22&#x2013;25&#x00B0;C to prevent the mice from floating. The mice were placed in predefined pseudo-random locations. On day 0, the mice underwent four habituation training sessions. The platform was positioned 2&#x2009;cm above the water&#x2019;s surface, with the water left undyed. Mice were trained for five consecutive days, with each mouse undergoing four trials per day. A trial ended when the mouse located the platform or after 60&#x2009;s had passed. A mouse was guided to the platform if it failed to locate the submerged platform within the time limit. All data were automatically recorded using a video tracking system (SuperMaze software, Shanghai Xinruan Information Technology Co., Ltd.).</p>
</sec>
<sec id="sec11">
<label>2.3.2</label>
<title>Y-maze spatial memory test</title>
<p>The test was conducted in accordance with previously established protocols (<xref ref-type="bibr" rid="ref12">Dellu et al., 2000</xref>). The Y-maze consists of three identical arms (30&#x2009;cm&#x2009;&#x00D7;&#x2009;10&#x2009;cm&#x2009;&#x00D7;&#x2009;16&#x2009;cm). During the training phase, one arm, referred to as the novel arm, was closed, while the remaining two arms were designated as the start arm and the familiar arm. Mice were introduced into the start arm and allowed to explore the start and familiar arms for 5&#x2009;min. After 1&#x2009;h, the mice were given 5&#x2009;min to explore all three arms. The percentage of time spent in the novel arm was calculated using the formula: (time in the novel arm/total exploration time)&#x2009;&#x00D7;&#x2009;100. The arena was cleaned with 70% ethanol to minimize olfactory cues before the commencement of trial for every mouse.</p>
</sec>
<sec id="sec12">
<label>2.3.3</label>
<title>Novel object recognition test</title>
<p>The novel object recognition (NOR) test comprises three stages. In the habituation stage, mice were allowed to explore an open field for 5&#x2009;min. After 24&#x2009;h, the training stage began, where mice explored the arena for 5&#x2009;min with two identical objects placed in parallel. One hour later, during the testing stage, mice explored the arena again for 5&#x2009;min, with one familiar object and one novel object placed side by side. To minimize olfactory cues, the open field was cleaned with 70% ethanol before each trial. Testing took place in a soundproof chamber maintained at 22&#x2013;25&#x00B0;C. The arena was cleaned with 70% ethanol to minimize olfactory cues before the commencement of trial for every mouse. The novel object discrimination index (NODI) was calculated using the formula: (time spent with the novel object/total object exploration time)&#x2009;&#x00D7;&#x2009;100 (<xref ref-type="bibr" rid="ref33">Liu et al., 2022</xref>).</p>
</sec>
<sec id="sec13">
<label>2.3.4</label>
<title>Y-maze test</title>
<p>The Y-maze test, used to measure spatial working memory, was performed according to previously described methods (<xref ref-type="bibr" rid="ref28">Kraeuter et al., 2019</xref>). After acclimatizing the mice, each arm of the Y-maze was marked with distinct visual cues. Mice were placed in the center of the maze and allowed to explore freely for 8&#x2009;min. The total number of arm entries and spontaneous alternations were recorded. A spontaneous alternation was defined as consecutive entries into each of the three arms without repetition (e.g., arms one, two, three, or three, two, one, but not three, one, three). The arena was cleaned with 70% ethanol to minimize olfactory cues before the commencement of trial for every mouse. The alternation percentage was calculated using the formula: [number of spontaneous alternations/(total arm entries)]&#x2009;&#x00D7;&#x2009;100.</p>
</sec>
<sec id="sec14">
<label>2.3.5</label>
<title>Nest building test</title>
<p>One hour before the onset of the dark phase, mice were individually housed in separate cages, each provided with a 3-gram pressed-cotton square. The next morning, the quality of the nest and the weight of the untorn nestlet were assessed. Nest scores were evaluated using a definitive 5-point rating scale based on a previously described system (<xref ref-type="bibr" rid="ref11">Deacon, 2006</xref>).</p>
</sec>
<sec id="sec15">
<label>2.3.6</label>
<title>Elevated plus maze test</title>
<p>In the elevated plus maze test, mice were placed at the intersection of the four arms of the maze, and their behavior was recorded for 5&#x2009;min. The arena was cleaned with 70% ethanol to minimize olfactory cues before the commencement of trial for every mouse. The primary behaviors observed include the time spent in and entries made into the open and closed arms. Activity in the open arms reflects a balance between the rodent&#x2019;s preference for secure areas (e.g., closed arms) and their natural curiosity to explore new environments (<xref ref-type="bibr" rid="ref49">Walf and Frye, 2007</xref>).</p>
</sec>
<sec id="sec16">
<label>2.3.7</label>
<title>Open field test</title>
<p>The open field test (OFT) was used to assess locomotor activity. The test was performed as described in previous studies. The apparatus consisted of a black metallic box measuring 60&#x2009;&#x00D7;&#x2009;80&#x2009;&#x00D7;&#x2009;50&#x2009;cm, equipped with a video analysis system. Mice were placed in the center of the open field and allowed to explore freely for 6&#x2009;min. After a 2-min adaptation period, the number of crossings was automatically recorded over the following 4&#x2009;min (<xref ref-type="bibr" rid="ref31">Lin et al., 2023</xref>). The arena was cleaned with 70% ethanol to minimize olfactory cues before the commencement of trial for every mouse.</p>
</sec>
<sec id="sec17">
<label>2.3.8</label>
<title>Forced swimming test</title>
<p>The forced swimming test (FST) was conducted in a cylindrical glass tank with a height of 25&#x2009;cm, a diameter of 10&#x2009;cm, and water maintained at 25&#x00B0;C. Each mouse was placed in the tank to adapt for 2&#x2009;min, and then the cumulative immobility time was recorded for the following 4&#x2009;min using ANY-maze software. Detailed procedures were based on previously published methods (<xref ref-type="bibr" rid="ref31">Lin et al., 2023</xref>; <xref ref-type="bibr" rid="ref17">Harro, 2018</xref>; <xref ref-type="bibr" rid="ref58">Zhao et al., 2022</xref>).</p>
</sec>
<sec id="sec18">
<label>2.3.9</label>
<title>Tail suspension test</title>
<p>The tail suspension test (TST) was performed as previously described (<xref ref-type="bibr" rid="ref7">Cryan et al., 2005</xref>). Mice were individually suspended upside down by the tail, using a clamp placed 1&#x2009;cm from the tip. Each mouse was suspended for 6&#x2009;min, and immobility time was recorded during the final 4&#x2009;min when the mice remained completely motionless. The immobility time for each mouse during the last 4&#x2009;min was analyzed using ANY-maze software.</p>
</sec>
</sec>
<sec id="sec19">
<label>2.4</label>
<title>Transmission electron microscope</title>
<p>After cardiac perfusion with saline and 4% paraformaldehyde-fixed solution, the CA1 region in the left side of hippocampus was sectioned and cut into 1&#x2009;cm<sup>3</sup> pieces and fixed in 2.5% glutaraldehyde at 4&#x00B0;C for 24&#x2009;h. The sections were then washed three times in PBS, post-fixed with 1% osmium tetroxide, stained with 2% uranyl acetate, dehydrated in a graded series of ethanol and acetone, and embedded in epoxy resin. The sections were subsequently sliced into 70&#x2009;nm thick sections using an ultramicrotome and stained with 4% uranyl acetate and 0.5% lead citrate after being mounted on copper grids. The ultrastructure of synapses in the hippocampus was observed using transmission electron microscopy (TEM) (FEI Company, Hillsboro, OR, United States), and synaptic morphometrics were analyzed. Synaptic parameters, including postsynaptic density (PSD), synaptic cleft width, synaptic interface curvature, and active zone length, were quantified using ImageJ software (version 1.53n; <ext-link xlink:href="https://imagej.nih.gov/ij/" ext-link-type="uri">https://imagej.nih.gov/ij/</ext-link>).</p>
</sec>
<sec id="sec20">
<label>2.5</label>
<title>Golgi-Cox staining</title>
<p>Golgi-Cox staining analyzed neuronal morphology Variations using the FD Rapid Golgi Stain Kit (Nanjing Well-Offex Biotechnology Co., Ltd., Nanjing, China; catalog number: PK401) as previously described (<xref ref-type="bibr" rid="ref13">Du, 2019</xref>; <xref ref-type="bibr" rid="ref42">Restivo et al., 2005</xref>). Briefly, the whole mouse brains were dissected, immersed in a mixture of solution A and solution B, and stored at room temperature in the dark for 14&#x2009;days, with the solution replaced every 48&#x2009;h. The brain tissues were then placed in solution C for 5&#x2009;days, sectioned into 100-&#x03BC;m-thick slices using a vibratome, mounted on gelatin-coated slides, and stained with a mixture of solution D and solution E. The sections were dehydrated through a graded alcohol series, cleared with xylene, and covered with Permount. Images were captured using a digital camera attached to a microscope (Olympus Corp., Tokyo, Japan). Researchers blinded to the experimental conditions randomly selected dendritic shafts and spines of pyramidal neurons from CA1 region of the hippocampus for analysis. Morphological data, including total neurite length, individual neurite length, and neurite count per neuron, were analyzed using the NeuronJ plugin of ImageJ software. Spine density was estimated by counting the number of spines along a 10-&#x03BC;m section of a 30&#x2013;50&#x2009;&#x03BC;m-long distal dendritic branch using the Cell Counter plugin in ImageJ. Additionally, Sholl analysis was conducted to evaluate dendritic complexity with the Sholl plugin in ImageJ (<xref ref-type="bibr" rid="ref46">Srinivasan et al., 2020</xref>). Images of Golgi-stained neurons were superimposed with concentric circles of increasing diameters (in 10-&#x03BC;m increments) around the soma (10&#x2013;300&#x2009;&#x03BC;m). The number of neurite intersections with each circle was counted manually, and the following indicators were calculated: (i) total intersections and (ii) maximum intersection distance.</p>
</sec>
<sec id="sec21">
<label>2.6</label>
<title>Immunofluorescence</title>
<p>For image analysis of hippocampal immunofluorescence, sections were processed as previously described (<xref ref-type="bibr" rid="ref44">Shi et al., 2021</xref>). Fresh brain tissues were soaked in a 4% paraformaldehyde-fixed solution and then transferred into a 30% sucrose solution for dehydration and cryoprotection. The mouse brain was embedded with an embedding agent and snap-frozen at &#x2212;20&#x00B0;Cin a frozen sectioning machine, sectioned into 20-&#x03BC;m-thick slices, and washed three times for 10&#x2009;min each. The sections were then treated with 1% H&#x2082;O&#x2082; in PBS for 30&#x2009;min. All sections were blocked with BSA (G5001, Servicebio) for 30&#x2009;min and incubated overnight at 4&#x00B0;C with the indicated primary anti-Iba1<sup>+</sup> antibody (Abcam, Cambridge, United Kingdom; catalog number Ab178847) and anti-beta-Amyloid-1-42 (HA721789, HUABIO, Hangzhou, China). Subsequently, the sections were incubated with a goat anti-rabbit IgG secondary antibody (GB23303, Servicebio Technology Co., Ltd., China) for 2&#x2009;h at room temperature. Nuclei were stained using DAPI solution (G1012, Servicebio Technology Co., Ltd., China). Representative images were captured using a fluorescence microscope (OLYMPUS IX51), and the quantification of positively stained cells was performed using ImageJ.</p>
</sec>
<sec id="sec22">
<label>2.7</label>
<title>RNA extraction and quantitative reverse transcription polymerase chain reaction</title>
<p>RNA extraction and quantitative reverse transcription polymerase chain reaction (RT-qPCR) were performed based on methods previously described (<xref ref-type="bibr" rid="ref55">Yang et al., 2022</xref>). The fresh hippocampus and amygdala were collected and preserved at &#x2212;80&#x00B0;C for RT-qPCR. The amygdala was removed from the brain where located in the most ventrocaudal part of the brain, near the hippocampus, in the frontal portion of the temporal lobe, below the subcortical nuclei, expanding to its basal structures (<xref ref-type="bibr" rid="ref37">Nikolenko et al., 2020</xref>). Total RNA was extracted from hippocampal or amygdala tissues using TRIzol (Thermo Fisher Scientific, United States). The quantity of RNA was measured at 260&#x2009;nm, and purity was assessed by the ratio of absorbance at 260&#x2009;nm to 280&#x2009;nm. Subsequently, 1&#x2009;&#x03BC;g of purified RNA was reverse-transcribed into cDNA using the HiScript II Q RT SuperMix for qPCR (+gDNA wiper) (Vazyme Biotech Co., Ltd., Nanjing, China). qPCR was performed using the ChamQ SYBR qPCR Master Mix (Vazyme Biotech Co., Ltd., Nanjing, China) on a real-time PCR detection system (Roche, Switzerland). The relative mRNA expression levels were determined using the comparative CT method (2<sup>&#x2212;&#x0394;&#x0394;Ct</sup>) and normalized to the expression of the housekeeping gene &#x03B2;-actin. Primer sequences were shown in <xref ref-type="table" rid="tab1">Table 1</xref>.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption><p>The RT-qPCR primer sequences used in this study.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">No.</th>
<th align="left" valign="top">Gene symbol</th>
<th align="left" valign="top">Forward primer (5&#x2032;&#x2013;3&#x2032;)</th>
<th align="left" valign="top">Reverse primer (5&#x2032;&#x2013;3&#x2032;)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">1</td>
<td align="left" valign="middle">TNF-&#x03B1;</td>
<td align="left" valign="middle">CTTGTTGCCTCCTCTTTTGCTTA</td>
<td align="left" valign="middle">CTTTATTTCTCTCAATGACCCGTAG</td>
</tr>
<tr>
<td align="left" valign="middle">2</td>
<td align="left" valign="middle">IL-6</td>
<td align="left" valign="middle">CTGCTCATTCACGAAAAGGGA</td>
<td align="left" valign="middle">TCACAGAAGGAGTGGCTAAGGACC</td>
</tr>
<tr>
<td align="left" valign="middle">3</td>
<td align="left" valign="middle">IL-1&#x03B2;</td>
<td align="left" valign="middle">TGGGAAACAACAGTGGTCAGG</td>
<td align="left" valign="middle">CTGCTCATTCACGAAAAGGGA</td>
</tr>
<tr>
<td align="left" valign="middle">4</td>
<td align="left" valign="middle">&#x03B2;-actin</td>
<td align="left" valign="middle">CGTGGGCCGCCCTAGGCACCA</td>
<td align="left" valign="middle">TTGGCCTTAGGGTTCAGGGGGG</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec23">
<label>2.8</label>
<title>Western blotting</title>
<p>Western blot assays were performed as described previously (<xref ref-type="bibr" rid="ref53">Wu et al., 2021</xref>). The hippocampus was collected and preserved at &#x2212;80&#x00B0;C for western blotting. Total protein concentration from hippocampal samples was determined using a BCA protein assay kit. Equal amounts of protein were separated via sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE) and transferred to polyvinylidene difluoride (PVDF) membranes. The membranes were blocked with 5% non-fat milk for 1&#x2009;h at room temperature, followed by overnight incubation at 4&#x00B0;C with primary antibodies. Primary antibodies included anti-BDNF (Alomone Labs, Jerusalem, Israel; catalog number ANT-010), anti-PSD95 (Cell Signaling Technology; catalog number 3450) and &#x03B2;-actin (ABclonal, AS003). After washing the membranes three times in TBST, they were incubated with an HRP-linked anti-rabbit IgG secondary antibody (ABclonal, AS014) for 1&#x2009;h at room temperature. After three additional washes, protein bands were detected using Clarity<sup>&#x2122;</sup> ECL Western Blot Substrate (Bio-Rad, 1705060) and visualized with the ChemiDoc Touch imaging system (Bio-Rad). Protein expression levels were normalized to &#x03B2;-actin expression. The procedure for image quantification of western blot band involves scanning the blot to obtain a digital image, followed by ImageJ software analysis. First, background correction is applied to remove non-specific signals. Then, the intensity of each protein band is measured by defining areas of interest. The intensity values are normalized to &#x03B2;-actin, to account for variations in protein loading. Finally, results are analyzed and quantified relative to control samples or other experimental conditions.</p>
</sec>
<sec id="sec24">
<label>2.9</label>
<title>Statistical analysis</title>
<p>Data were presented as mean&#x2009;&#x00B1;&#x2009;standard error of the mean (SEM) and analyzed using GraphPad Prism software 8.0. One-way analysis of variance (ANOVA) was used to compare four groups, followed by the <italic>post hoc</italic> Tukey&#x2013;Kramer test for multiple comparisons. <italic>p</italic>-value &#x003C;0.05 was considered to indicate statistical significance.</p>
</sec>
</sec>
<sec sec-type="results" id="sec25">
<label>3</label>
<title>Results</title>
<sec id="sec26">
<label>3.1</label>
<title>Diethyl butylmalonate ameliorates cognitive deficits in 5&#x00D7;FAD mice</title>
<p>The cognitive function (including recognition memory, spatial memory and ability to perform activities of daily living) can be evaluated by Morris water maze, Y-maze spatial memory, NOR, Y-maze test and nest building test (<xref ref-type="bibr" rid="ref19">Hattiangady et al., 2014</xref>; <xref ref-type="bibr" rid="ref3">Broadbent et al., 2004</xref>; <xref ref-type="bibr" rid="ref12">Dellu et al., 2000</xref>; <xref ref-type="bibr" rid="ref11">Deacon, 2006</xref>; <xref ref-type="bibr" rid="ref56">Yoshizaki et al., 2020</xref>). The strategy was shown in <xref ref-type="fig" rid="fig1">Figure 1A</xref>. In brief, DBM administration (twice per week), started from the beginning until the ending of behavioral tests. In Morris water maze test, the numbers of platform crossings and the platform quadrant time were decreasing in 5&#x00D7;FAD mice compared with the Con + Veh mice (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.01, <xref ref-type="fig" rid="fig1">Figure 1B</xref>; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05, <xref ref-type="fig" rid="fig1">Figures 1C</xref>,<xref ref-type="fig" rid="fig1">D</xref>); however, DBM supplementation significantly improved exploration ability, increasing the numbers of platform crossings and the platform quadrant time in 5&#x00D7;FAD mice (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, <xref ref-type="fig" rid="fig1">Figure 1B</xref>; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.01, 1B; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05, <xref ref-type="fig" rid="fig1">Figures 1C</xref>,<xref ref-type="fig" rid="fig1">D</xref>). In Y-maze spatial memory test, DBM supplementation improved spatial recognition memory impairment in 5&#x00D7;FAD mice, as demonstrated by an increase in the ratio of time spent in the novel arm (percentage of time spent in novel arm) (both <italic>p</italic>&#x2009;&#x003C;&#x2009;0.01, <xref ref-type="fig" rid="fig1">Figures 1E</xref>,<xref ref-type="fig" rid="fig1">F</xref>). In NOR, DBM supplementation could prevent recognition memory impairment in 5&#x00D7;FAD mice, with an increase in the novel object recognition index (percentage of time spent with the novel object) (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05, <xref ref-type="fig" rid="fig1">Figure 1G</xref>), and there is no significant difference in the total exploration time (<italic>p</italic>&#x2009;&#x003E;&#x2009;0.05, <xref ref-type="fig" rid="fig1">Figure 1H</xref>). In the Y-maze test, the time spent in open arms and the index of it in the 5&#x00D7;FAD mice was clearly lower than that in the Con + Veh mice, while DBM significantly improved the exploration ability in 5&#x00D7;FAD mice (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, <xref ref-type="fig" rid="fig1">Figures 1I</xref>,<xref ref-type="fig" rid="fig1">J</xref>). In NB, the nesting ability of 5&#x00D7;FAD mice was reduced compared to the control + Veh mice and DBM supplementation could recover the nesting building ability (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, <xref ref-type="fig" rid="fig1">Figure 1K</xref>). In contrast, the untore nestlet weight (nest-building deficit) of 5&#x00D7;FAD + DBM mice was significantly decreased compared with that of the 5&#x00D7;FAD group (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.01, <xref ref-type="fig" rid="fig1">Figures 1L</xref>,<xref ref-type="fig" rid="fig1">M</xref>). Overall, these findings indicate that DBM ameliorates cognitive impairment.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption><p>Diethyl butylmalonate ameliorates cognitive deficits in 5&#x00D7;FAD mice. <bold>(A)</bold> Schematic timeline for DBM treatment on cognitive deficits and depression in 5&#x00D7;FAD mice. <bold>(B)</bold> Number of platform crossings and <bold>(C)</bold> the platform quadrant time in the Morris water maze were recorded. <bold>(D)</bold> Representative track plots of Con + Veh, Con + DBM, 5&#x00D7;FAD + Veh and 5&#x00D7;FAD + DBM groups recorded by SMART video tracking system in the testing place. <bold>(E)</bold> Radio of time spent in novel arm was recorded in Y-maze spatial memory test. <bold>(F)</bold> Representative track plots of Con + Veh, Con + DBM, 5&#x00D7;FAD + Veh and 5&#x00D7;FAD + DBM groups recorded by SMART video tracking system in the testing place. <bold>(G)</bold> Recoginiton index and <bold>(H)</bold> total time were recorded in novel object recognition test. <bold>(I)</bold> Time spent in open arms and <bold>(J)</bold> the index of time spent in open arms were recorded in Y-maze test. <bold>(K)</bold> Deacon nest score and <bold>(L)</bold> untorn nestlet weight (amount of untorn nesting material). <bold>(M)</bold> Representative images of nesting result in Con + Veh, Con + DBM, 5&#x00D7;FAD + Veh and 5&#x00D7;FAD + DBM groups. <italic>n</italic>&#x2009;=&#x2009;12 mice for each group. Values are mean&#x2009;&#x00B1;&#x2009;SEM. <sup>&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05, <sup>&#x002A;&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.01, and <sup>&#x002A;&#x002A;&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.001.</p></caption>
<graphic xlink:href="fnins-18-1480000-g001.tif"/>
</fig>
</sec>
<sec id="sec27">
<label>3.2</label>
<title>Diethyl butylmalonate attenuates depression in 5&#x00D7;FAD mice</title>
<p>We next evaluated the effects of DBM on depression-like behaviors in 5&#x00D7;FAD mice using elevated plus maze test, open field test (OFT), tail suspension test (TST) and forced swimming test (FST) (<xref ref-type="bibr" rid="ref56">Yoshizaki et al., 2020</xref>; <xref ref-type="bibr" rid="ref10">Dang et al., 2022</xref>; <xref ref-type="bibr" rid="ref45">Sithisarn et al., 2013</xref>). In the elevated plus maze test, 5&#x00D7;FAD mice showed a significantly reduced frequency of head entries in open arms and the time of head entries in open arms as compared to the Con + Veh mice (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, <xref ref-type="fig" rid="fig2">Figures 2A</xref>&#x2013;<xref ref-type="fig" rid="fig2">C</xref>); while DBM supplementation significantly increased the novel object discrimination index (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.01, <xref ref-type="fig" rid="fig2">Figures 2A</xref>&#x2013;<xref ref-type="fig" rid="fig2">C</xref>). In OFT, DBM supplementation induced a protective effect on 5&#x00D7;FAD mice represented by an increase in the time in the central zone, the entries in the central zone, the entries in the central zone, the index of the time in the central zone and the index of the distance in the central zone (all <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05, <xref ref-type="fig" rid="fig2">Figures 2D</xref>&#x2013;<xref ref-type="fig" rid="fig2">I</xref>). Subsequently, in TST, we found that 5&#x00D7;FAD mice displayed a higher level of immobility in comparison to the Con + Veh mice, while DBM supplementation could attenuate the depression-like behavior in 5&#x00D7;FAD mice (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, <xref ref-type="fig" rid="fig2">Figure 2J</xref>). In FST, the result of the time immobile was the same as TST (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, <xref ref-type="fig" rid="fig2">Figure 2K</xref>). Overall, these results suggest that DBM improves depression in 5&#x00D7;FAD mice.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption><p>Diethyl butylmalonate improves depression in 5&#x00D7;FAD mice. <bold>(A)</bold> The frequency entries in open arms, <bold>(B)</bold> head entries in open arms times, <bold>(C)</bold> representative track plots of Con + Veh, Con + DBM, 5&#x00D7;FAD + Veh and 5&#x00D7;FAD + DBM groups recorded by SMART video tracking system in the elevated plus maze test. <bold>(D)</bold> Time in the central zone, <bold>(E)</bold> distance in the central zone, <bold>(F)</bold> entries in the central zone, <bold>(G)</bold> index of time in the central zone and <bold>(H)</bold> index of distance in the central zone were recorded in the open field test. <bold>(I)</bold> Representative track plots of Con + Veh, Con + DBM, 5&#x00D7;FAD + Veh and 5&#x00D7;FAD + DBM groups recorded by SMART video tracking system in the open field test. <bold>(J)</bold> Time immobile was recorded in tail suspension test. <bold>(K)</bold> Time immobile in forced swimming test. <italic>n</italic>&#x2009;=&#x2009;12 mice for each group. Values are mean&#x2009;&#x00B1;&#x2009;SEM. <sup>&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05, <sup>&#x002A;&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.01, and <sup>&#x002A;&#x002A;&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.001.</p></caption>
<graphic xlink:href="fnins-18-1480000-g002.tif"/>
</fig>
</sec>
<sec id="sec28">
<label>3.3</label>
<title>Diethyl butylmalonate mitigated neurite impairment in the hippocampus of 5&#x00D7;FAD mice</title>
<p>The hippocampus, lying just beneath the neocortex, is implicated in cognitive processing, social recognition and memory (<xref ref-type="bibr" rid="ref1">Alexander et al., 2016</xref>; <xref ref-type="bibr" rid="ref62">Zhou et al., 2015</xref>). Neurite impairment in the hippocampus is the key event in AD (<xref ref-type="bibr" rid="ref52">Wong et al., 2002</xref>). Using Golgi-Cox staining, we investigated the effects of DBM supplementation on neurite impairment in the hippocampus, a critical brain region responsible for cognition or memory. Sholl analysis showed that 5&#x00D7;FAD + DBM mice had increased dendritic complexity by increasing the sum number of dendritic intersections and the distance of the maximum intersections from the soma (<xref ref-type="fig" rid="fig3">Figures 3A</xref>,<xref ref-type="fig" rid="fig3">B</xref>). A significant decrease in the total neurite length per cell was observed in 5&#x00D7;FAD mice, while DBM supplementation increased the length of total neurite per cell (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, <xref ref-type="fig" rid="fig3">Figures 3A</xref>,<xref ref-type="fig" rid="fig3">C</xref>). These results indicate that DBM can prevent neurite degeneration and increase neuronal complexity in the hippocampus of 5&#x00D7;FAD mice.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption><p>Diethyl butylmalonate relieves neuron degeneration in the hippocampus of female 5&#x00D7;FAD mice. Golgi-Cox staining was used to analyze the neuronal morphological variations in the cornu ammonis 1 (CA1) region of the hippocampus of female mice. <bold>(A)</bold> Representative images of pyramidal neurons. <bold>(B)</bold> Sholl analysis of dendritic branching complexity of pyramidal neurons. <bold>(C)</bold> Total neurite length per cell. <italic>n</italic>&#x2009;=&#x2009;3, scale bars: 100&#x2009;&#x03BC;m. Values are mean&#x2009;&#x00B1;&#x2009;SEM. <sup>&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05, <sup>&#x002A;&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.01, and <sup>&#x002A;&#x002A;&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.001.</p></caption>
<graphic xlink:href="fnins-18-1480000-g003.tif"/>
</fig>
</sec>
<sec id="sec29">
<label>3.4</label>
<title>Diethyl butylmalonate prevents synaptic ultrastructural impairment in the hippocampus of 5&#x00D7;FAD mice</title>
<p>Impairment of synaptic ultrastructure has been implicated in cognitive impairment and AD (<xref ref-type="bibr" rid="ref20">Head et al., 2009</xref>; <xref ref-type="bibr" rid="ref51">Whitfield et al., 2014</xref>). Using transmission electron microscopy, we observed an increased width of the synaptic cleft (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, <xref ref-type="fig" rid="fig4">Figures 4A</xref>,<xref ref-type="fig" rid="fig4">B</xref>) and a reduction in PSD thickness (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05, <xref ref-type="fig" rid="fig4">Figures 4A</xref>,<xref ref-type="fig" rid="fig4">C</xref>) in hippocampal CA1 region of 5&#x00D7;FAD mice. However, DBM supplementation shortened the width of synaptic cleft and prevented the decrease in the thickness of PSD (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, <xref ref-type="fig" rid="fig4">Figure 4B</xref>; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.01, <xref ref-type="fig" rid="fig4">Figure 4C</xref>). It also increase the length of active zone and the synaptic curvature (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, <xref ref-type="fig" rid="fig4">Figure 4E</xref>; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05, <xref ref-type="fig" rid="fig4">Figure 4D</xref>) in 5&#x00D7;FAD mice. Furthermore, we found that DBM supplementation prevented the reduction of postsynaptic density protein 95 (PSD95) and brain-derived neurotrophic factor (BDNF) in the hippocampus of the 5&#x00D7;FAD mice (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.01, <xref ref-type="fig" rid="fig4">Figures 4F</xref>&#x2013;<xref ref-type="fig" rid="fig4">H</xref>). However, DBM did not obviously reduce A&#x03B2; deposition in the hippocampus of 5&#x00D7;FAD mice (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S1</xref>). Therefore, DBM plays the protective effect on cognitive memory via improvement of synaptic ultrastructure damage in 5&#x00D7;FAD mice.</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption><p>Diethyl butylmalonate ameliorates synaptic ultrastructural impairment in the hippocampus of 5&#x00D7;FAD female mice. <bold>(A&#x2013;E)</bold> Synaptic ultrastructure in the cornu ammonis 1 (CA1) region of the hippocampus of mice was analyzed by transmission electron microscope (<italic>n</italic>&#x2009;=&#x2009;3, scale bars: 100&#x2009;nm): <bold>(A)</bold> representative images of synaptic ultrastructure, <bold>(B&#x2013;E)</bold> the statistical analysis of the synaptic ultrastructure associated indexes (<italic>n</italic>&#x2009;=&#x2009;3, 5 figures for each group): <bold>(B)</bold> width of synaptic cleft, <bold>(C)</bold> thickness of PSD, <bold>(D)</bold> length of active zone, <bold>(E)</bold> synaptic curvature. <bold>(F&#x2013;H)</bold> The protein expression of PSD95 <bold>(F, G)</bold>, BDNF <bold>(F, H)</bold> in the hippocampus of mice (<italic>n</italic>&#x2009;=&#x2009;4). Values are mean&#x2009;&#x00B1;&#x2009;SEM. <sup>&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05, <sup>&#x002A;&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.01, and <sup>&#x002A;&#x002A;&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.001.</p></caption>
<graphic xlink:href="fnins-18-1480000-g004.tif"/>
</fig>
</sec>
<sec id="sec30">
<label>3.5</label>
<title>Diethyl butylmalonate ameliorates neuroinflammation in the hippocampus of 5&#x00D7;FAD mice</title>
<p>Activation of microglia is implicated in neuroinflammation and is considered critical in the pathogenesis of AD (<xref ref-type="bibr" rid="ref29">Leng and Edison, 2021</xref>; <xref ref-type="bibr" rid="ref47">Subhramanyam et al., 2019</xref>; <xref ref-type="bibr" rid="ref48">Thakur et al., 2023</xref>; <xref ref-type="bibr" rid="ref9">Cunningham, 2013</xref>). Here, the morphological alteration of microglia was investigated by immunofluorescent staining with Iba1<sup>+</sup> (microglia marker) antibody (<xref ref-type="fig" rid="fig5">Figure 5A</xref>). We observed the increased microglia number in the hippocampus of the 5&#x00D7;FAD group (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, <xref ref-type="fig" rid="fig5">Figure 5B</xref>). In the 5&#x00D7;FAD group, the majority of Iba1<sup>+</sup> microglia showed the morphology of activated microglia with elongated soma and fewer branches in the hippocampus of the hippocampus (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, <xref ref-type="fig" rid="fig5">Figures 5C</xref>,<xref ref-type="fig" rid="fig5">D</xref>). In the control and DBM supplementation groups, the Iba1<sup>+</sup> microglia showed the characteristic of resting microglia consisting of a rod-shaped cell body with thin processes (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05, <xref ref-type="fig" rid="fig5">Figure 5A</xref>; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, <xref ref-type="fig" rid="fig5">Figure 5D</xref>). These results suggest that DBM inhibits the activation of microglia.</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption><p>Diethyl butylmalonate ameliorates the neuroinflammation in the hippocampus of 5&#x00D7;FAD female mice. <bold>(A)</bold> Representative immunofluorescent staining of the Iba-1<sup>+</sup> cells in the CA1, CA3 and DG regions of hippocampus and the global hippocampus (<italic>n</italic>&#x2009;=&#x2009;3). <bold>(B)</bold> The quantification of Iba-1 cells number in the hippocampus (<italic>n</italic>&#x2009;=&#x2009;3, 10 images per mouse per region, scale bar: 50&#x2009;&#x03BC;m). <bold>(C)</bold> The ramification of microglia in the hippocampus (<italic>n</italic>&#x2009;=&#x2009;3, 10 images per mouse per region, scale bar: 50&#x2009;&#x03BC;m). <bold>(D)</bold> The circularity of microglia in the hippocampus (<italic>n</italic>&#x2009;=&#x2009;3, 10 images per mouse per region, scale bar: 50&#x2009;&#x03BC;m). <bold>(E&#x2013;G)</bold> The mRNA expression of IL-1&#x03B2;, IL-6 and TNF-&#x03B1; in the hippocampus (<italic>n</italic>&#x2009;=&#x2009;4). Con + Veh, control mice with vehicle control treatment; Con + DBM, control mice with DBM treatment; 5&#x00D7;FAD + Veh, 5&#x00D7;FAD mice with vehicle control treatment; 5&#x00D7;FAD + DBM: 5&#x00D7;FAD mice with DBM treatment. Values are mean&#x2009;&#x00B1;&#x2009;SEM. <sup>&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05, <sup>&#x002A;&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.01, and <sup>&#x002A;&#x002A;&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.001.</p></caption>
<graphic xlink:href="fnins-18-1480000-g005.tif"/>
</fig>
<p>Furthermore, we investigated whether DBM could improve the neuroinflammation in the hippocampus. DBM supplementation significantly prevented an increase in the microglia number in these areas (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.01, <xref ref-type="fig" rid="fig5">Figure 5B</xref>) and the circularity in 5&#x00D7;FAD mice (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, <xref ref-type="fig" rid="fig5">Figure 5D</xref>). DBM supplementation also prevented a decrease in the ramification index in 5&#x00D7;FAD mice (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05, <xref ref-type="fig" rid="fig5">Figure 5C</xref>), with a decrease in the mRNA levels of pro-inflammatory cytokines (IL-1&#x03B2;, IL-6, TNF-&#x03B1;) in 5&#x00D7;FAD mice (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05, <xref ref-type="fig" rid="fig5">Figures 5E</xref>,<xref ref-type="fig" rid="fig5">G</xref>). These results showed that DBM attenuates the neuroinflammation in the hippocampus of 5&#x00D7;FAD mice.</p>
</sec>
<sec id="sec31">
<label>3.6</label>
<title>Diethyl butylmalonate reduces neuroinflammation in the amygdala of 5&#x00D7;FAD mice</title>
<p>Neuroinflammation in the amygdala is closely associated with depression (<xref ref-type="bibr" rid="ref61">Zheng et al., 2021</xref>). We further characterized the effects of DBM on neuroinflammatory profiles in the amygdala. We observed the increased microglia number in the amygdala of the 5&#x00D7;FAD group and DBM supplementation significantly reduced the microglia number in this region (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, <xref ref-type="fig" rid="fig6">Figures 6A</xref>,<xref ref-type="fig" rid="fig6">B</xref>). Correspondingly, in compared with Con + Veh and 5&#x00D7;FAD + DBM groups, the decreased ramification index and increased circularity of microglia were observed in 5&#x00D7;FAD group (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.01, <xref ref-type="fig" rid="fig6">Figure 6C</xref>; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, <xref ref-type="fig" rid="fig6">Figure 6D</xref>). Furthermore, DBM supplementation significantly prevented the upregulation of IL-1&#x03B2;, IL-6 and TNF-&#x03B1; mRNA expression in the amygdala of 5&#x00D7;FAD (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.01, <xref ref-type="fig" rid="fig6">Figure 6E</xref>; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05, <xref ref-type="fig" rid="fig6">Figures 6F</xref>,<xref ref-type="fig" rid="fig6">G</xref>). These results show that DBM attenuates the neuroinflammation in the amygdala of 5&#x00D7;FAD mice.</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption><p>Diethyl butylmalonate ameliorates the neuroinflammation in the amygdala of 5&#x00D7;FAD female mice. <bold>(A)</bold> Representative immunofluorescent staining of the Iba-1 cells in the amygdala (<italic>n</italic>&#x2009;=&#x2009;3). <bold>(B)</bold> The quantification of Iba-1 cells number in the amygdala (<italic>n</italic>&#x2009;=&#x2009;3, 10 images per mouse per region, scale bar: 50&#x2009;&#x03BC;m). <bold>(C)</bold> The ramification of microglia in the amygdala (<italic>n</italic>&#x2009;=&#x2009;3, 10 images per mouse per region, scale bar: 50&#x2009;&#x03BC;m). <bold>(D)</bold> The circularity of microglia in the amygdala (<italic>n</italic>&#x2009;=&#x2009;3, 10 images per mouse per region, scale bar: 50&#x2009;&#x03BC;m). <bold>(E&#x2013;G)</bold> The mRNA expression of IL-1&#x03B2;, IL-6 and TNF-&#x03B1; the amygdala (<italic>n</italic>&#x2009;=&#x2009;4). Con + Veh, control mice with vehicle control treatment; Con + DBM, control mice with DBM treatment; 5&#x00D7;FAD + Veh, 5&#x00D7;FAD mice with vehicle control treatment; 5&#x00D7;FAD + DBM: 5&#x00D7;FAD mice with DBM treatment. Values are mean&#x2009;&#x00B1;&#x2009;SEM. <sup>&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05, <sup>&#x002A;&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.01, and <sup>&#x002A;&#x002A;&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.001.</p></caption>
<graphic xlink:href="fnins-18-1480000-g006.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="sec32">
<label>4</label>
<title>Discussion</title>
<p>The discovery of new effective drugs for AD is imperative yet challenging (<xref ref-type="bibr" rid="ref8">Cummings et al., 2023</xref>; <xref ref-type="bibr" rid="ref41">Price and Duman, 2019</xref>). Here, we investigated the effects of DBM on abnormal behaviors in 5&#x00D7;FAD mice. We showed that DBM supplementation alleviates cognitive impairment and depression along with the improvement of neurite outgrowth, synaptic ultrastructure damage and neuroinflammation (<xref ref-type="fig" rid="fig7">Figure 7</xref>). Our findings support that DBM may be a drug candidate for treating neurodegeneration.</p>
<fig position="float" id="fig7">
<label>Figure 7</label>
<caption><p>Graphical summary of DBM&#x2019;s protective effects on cognitive impairment and depression in 5&#x00D7;FAD mice. In 5&#x00D7;FAD mice, activation of microglia induces the production of pro-inflammatory cytokines in the brains, including the hippocampus and amygdala, reduces the integrity of pyramidal neurons, and impairs synaptic ultrastructure along with the deficits of synapse-related proteins, and consequently causing cognitive decline and depression. However, DBM supplementation alleviates these pathological alterations by inhibiting microglia activation and neuroinflammation. Red arrows represent key events in 5&#x00D7;FAD mice; green arrows represent the amelioration by DBM administration.</p></caption>
<graphic xlink:href="fnins-18-1480000-g007.tif"/>
</fig>
<p>AD is a progressive form of dementia marked by cognitive and memory deficits (<xref ref-type="bibr" rid="ref29">Leng and Edison, 2021</xref>; <xref ref-type="bibr" rid="ref15">Fang et al., 2021</xref>). Also, depression is one of the most common neuropsychiatric disorders that accompanies AD, appearing in up to 50% of patients (<xref ref-type="bibr" rid="ref5">Chi et al., 2014</xref>). Neuroinflammation is one of the hallmarks of neuropsychiatric disorders (<xref ref-type="bibr" rid="ref29">Leng and Edison, 2021</xref>). It is reported that activated microglia release TNF-&#x03B1;, IL-1&#x03B2; and IL-6, and other pro-inflammatory factors that mediate secondary brain damage (<xref ref-type="bibr" rid="ref21">Heneka et al., 2015</xref>). These pro-inflammatory factors cause harm and neuron loss, ultimately leading to learning and memory dysfunction (<xref ref-type="bibr" rid="ref60">Zhao et al., 2021</xref>). In addition, neuroinflammation can also adversely affect cognitive function by interfering with normal signaling between neurons (<xref ref-type="bibr" rid="ref9">Cunningham, 2013</xref>). Thus, neuroinflammation mediated by microglia activation is key for AD progression. Here, using classic behavioral tests, we showed that DBM, a competitive inhibitor of SDH, can attenuate cognitive deficits and depression in 5&#x00D7;FAD mice, which is associated with reduced neuroinflammation.</p>
<p>It has been reported that SDH increases mitochondrial succinate oxidation and mitochondrial membrane potential, thereby promoting ROS production. Inhibiting SDH in macrophages prevents the induction of a range of pro-inflammatory factors typified by IL-1&#x03B2; (<xref ref-type="bibr" rid="ref36">Mills et al., 2016</xref>). Here, we showed that <italic>in vivo</italic> DBM administration reduces the accumulation of microglia and inhibits the upregulation of pro-inflammatory cytokines in the hippocampus and amygdala, two brain regions associated with cognitive deficits and depression. It is also reported that DBM can downregulate pro-inflammatory response in LPS-stimulated microglia cells (<xref ref-type="bibr" rid="ref59">Zhao et al., 2019</xref>). Therefore, DBM&#x2019;s anti-inflammatory effect may be attributed to pro-cognition and anti-depression function in AD mice. Furthermore, microglia are able to bind to soluble &#x03B2;-amyloid (A&#x03B2;) oligomers and A&#x03B2; fibrils via cell-surface receptors and Toll-like receptors in AD (<xref ref-type="bibr" rid="ref48">Thakur et al., 2023</xref>; <xref ref-type="bibr" rid="ref21">Heneka et al., 2015</xref>). The deposition in &#x03B2;-amyloid (A&#x03B2;) protein are characteristic of the AD brain (<xref ref-type="bibr" rid="ref16">Ghosh et al., 2015</xref>; <xref ref-type="bibr" rid="ref22">Holtzman et al., 2011</xref>). However, we only observed a slight decrease of A&#x03B2; deposition in the hippocampal region of 5&#x00D7;FAD mice after DBM treatment.</p>
<p>Neurite outgrowth and synaptic plasticity are manipulated by neuroinflammation, and consequently, cognitive deficits and depression (<xref ref-type="bibr" rid="ref4">Cai et al., 2019</xref>; <xref ref-type="bibr" rid="ref21">Heneka et al., 2015</xref>). We observed that DBM administration increases the structural integrity and the complexity of neurons in the hippocampus. Furthermore, the dysregulation of synaptic ultrastructure has been implicated in AD patients (<xref ref-type="bibr" rid="ref20">Head et al., 2009</xref>; <xref ref-type="bibr" rid="ref51">Whitfield et al., 2014</xref>). Here, we found that the impairment of synaptic ultrastructure in the hippocampus of AD mice is attenuated by DBM treatment. Previous studies have shown the deficits of postsynaptic proteins PSD95 and synaptic plasticity-related protein BDNF in synaptic plasticity, cognitive function and depression (<xref ref-type="bibr" rid="ref6">Choo et al., 2017</xref>; <xref ref-type="bibr" rid="ref50">Wang et al., 2024</xref>; <xref ref-type="bibr" rid="ref32">Liu et al., 2010</xref>). This study showed that DBM supplementation alleviates the protein deficits of PSD95 and BDNF. These data further explain why DBM improves cognitive deficits and depression.</p>
<p>Overall, our study shows that DBM has a beneficial effect on cognitive deficits and depression in AD mice via manipulating neuroinflammation, which provides a novel drug candidate for treating neurodegenerative diseases, including AD. However, this study also has several shortcomings. We only evaluated the protective effect of DBM in female AD mice, since that female mice display accelerated disease progression (<xref ref-type="bibr" rid="ref39">Poon et al., 2023</xref>). It should be pointed out that DBM&#x2019;s effect on male AD mice should also be investigated in the future. Moreover, we did a series of behavioral tests to confirm the effect of DBM on cognitive impairment and depression. However, in Morris Water Maze test, we did not record the learning curve (the latency time to get on the platform), which might affect the behavioral performance.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec33">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="sec39">Supplementary material</xref>, further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec sec-type="ethics-statement" id="sec34">
<title>Ethics statement</title>
<p>The animal study was approved by the Guide for the Care and Use of Laboratory Animals of the Ministry of Health (China) and approved by the Ethics Committee of Xuzhou Medical University (Xuzhou, China, SCXK (Su) 2020-0048). The study was conducted in accordance with the local legislation and institutional requirements.</p>
</sec>
<sec sec-type="author-contributions" id="sec35">
<title>Author contributions</title>
<p>LY: Writing &#x2013; original draft, Data curation, Formal analysis, Funding acquisition. GS: Writing &#x2013; original draft, Formal analysis, Methodology. WX: Writing &#x2013; original draft, Methodology. SL: Writing &#x2013; original draft, Methodology. YZ: Writing &#x2013; original draft, Methodology, Visualization. WP: Writing &#x2013; review &#x0026; editing, Funding acquisition, Conceptualization. XD: Writing &#x2013; original draft, Methodology. LF: Writing &#x2013; review &#x0026; editing, Conceptualization. QL: Writing &#x2013; review &#x0026; editing, Methodology. FS: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Conceptualization.</p>
</sec>
<sec sec-type="funding-information" id="sec36">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. Project support was provided in part by the Natural Science Foundation of Jiangsu Province (No. BK20201459), the Jiangsu Qing Lan Project, the Training Programs of Innovation and Entrepreneurship for College Students in Jiangsu Province (Nos. 202310313092Y and 202410313047Y).</p>
</sec>
<sec sec-type="COI-statement" id="sec37">
<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 sec-type="disclaimer" id="sec38">
<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 sec-type="supplementary-material" id="sec39">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fnins.2024.1480000/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fnins.2024.1480000/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.DOCX" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<fn-group>
<title>Abbreviations</title>
<fn fn-type="abbr"><p>DBM, Diethyl butylmalonate; AD, Alzheimer&#x2019;s disease; Con, Control; Veh, Vehicle; TEM, Transmission electron microscope; IF, Immunofluorescence; SYN, Synaptophysin; BDNF, Brain-derived neurotrophic factor; PSD95, Postsynaptic density 95; AZ, Active zone; SC, Synaptic cleft; SV, Synaptic vesicle; Iba1, Ionized calcium-binding adaptor molecule1; IL-1&#x03B2;, Interleukin-1 beta; IL-6, Interleukin-6; TNF-&#x03B1;, Tumor necrosis factor-&#x03B1;; SEM, Standard error of the mean; ANOVA, Analysis of variance; MWM, Morris water maze; NOR, Novel object recognition; NB, Nest building; OFT, Open field test; FST, Forced swimming test; TST, Tail suspension test; CA1, Cornu ammonis 1; CA3, Cornu ammonis 3; DG, Dentate gyrus; PBS, Phosphate buffered solution; RT-qPCR, Quantitative reverse transcription polymerase chain reaction; SDH, Succinate dehydrogenase; LPS, Lipopolysaccharide; CNS, Central nervous system; APP, Amyloid precursor protein; A&#x03B2;, &#x03B2;-amyloid.</p></fn>
</fn-group>
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