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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Dement.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Dementia</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Dement.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2813-3919</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/frdem.2025.1730524</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Mini Review</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>BACE1 at the crossroads of a vicious circle between Alzheimer&#x2019;s disease and diabetes mellitus</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Ohno</surname>
<given-names>Masuo</given-names>
</name>
<xref ref-type="aff" rid="aff1"/>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1742961"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="visualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/visualization/">Visualization</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
</contrib>
</contrib-group>
<aff id="aff1"><institution>Center for Dementia Research, Nathan Kline Institute</institution>, <city>Orangeburg</city>, <state>NY</state>, <country country="us">United States</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Masuo Ohno, <email xlink:href="mailto:masuo.ohno@nki.rfmh.org">masuo.ohno@nki.rfmh.org</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2025-12-09">
<day>09</day>
<month>12</month>
<year>2025</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>4</volume>
<elocation-id>1730524</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>10</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>20</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>21</day>
<month>11</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Ohno.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Ohno</copyright-holder>
<license>
<ali:license_ref start_date="2025-12-09">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<p>Alzheimer&#x2019;s disease (AD) and type 2 diabetes mellitus (DM), both of which are characterized by increased prevalence with aging, have considerable overlap in their risk factors, comorbidities and pathophysiological mechanisms including insulin resistance. While Alzheimer&#x2019;s &#x03B2;-secretase BACE1 is primarily expressed in the brain, it is also present in peripheral tissues at lower levels. Interestingly, BACE1 not only initiates the sequential cleavage of amyloid precursor protein to generate amyloid-&#x03B2; (A&#x03B2;) peptides but also cleaves the ectodomain of insulin receptors. Given a growing body of research showing that increased A&#x03B2; and insulin resistance elevate BACE1 level/activity, BACE1 represents a key molecule that is situated at the crossroads of a vicious circle between AD and DM. Remarkably, BACE1 level/activity is found to increase under insulin resistance in type 2 DM patients and animal models, which may represent a contributing factor to the progression to AD. This review provides an overview of BACE1 mechanism as a dual disease-modifying therapeutic target to mitigate <italic>&#x03B2;</italic>-amyloidosis and insulin resistance that underlie cognitive decline at the intersection between AD and DM.</p>
</abstract>
<kwd-group>
<kwd>Alzheimer&#x2019;s disease</kwd>
<kwd>BACE1</kwd>
<kwd>insulin resistance</kwd>
<kwd>diabetes mellitus</kwd>
<kwd>amyloid-&#x03B2;</kwd>
<kwd>biomarker</kwd>
<kwd>cognitive impairment</kwd>
<kwd>precision medicine</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author declares that no financial support was received for the research and/or publication of this article.</funding-statement>
</funding-group>
<counts>
<fig-count count="1"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="90"/>
<page-count count="7"/>
<word-count count="6728"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Cellular and Molecular Mechanisms of Dementia</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<title>Introduction</title>
<p>While Alzheimer&#x2019;s disease (AD) is considered primarily as a disease of the central nervous system (CNS) representing the leading cause of dementia, it is accompanied by metabolic dysfunction and insulin resistance in the brain and peripheral tissues that have been long recognized as pivotal features of type 2 diabetes mellitus (DM) (<xref ref-type="bibr" rid="ref86">Zhao and Townsend, 2009</xref>; <xref ref-type="bibr" rid="ref2">Arnold et al., 2018</xref>; <xref ref-type="bibr" rid="ref64">Rhea et al., 2022</xref>; <xref ref-type="bibr" rid="ref21">Ezkurdia et al., 2023</xref>). AD is sometimes referred to as type 3 DM reflective of a brain form of diabetic conditions, given that insulin resistance occurs independently or overlaps with DM (<xref ref-type="bibr" rid="ref16">de la Monte, 2019</xref>). A large body of epidemiological evidence indicates that type 2 DM, obesity and other prediabetic conditions of insulin resistance are risk factors for developing AD (<xref ref-type="bibr" rid="ref2">Arnold et al., 2018</xref>). In particular, a large-scale longitudinal cohort study demonstrates that younger age at the onset of DM is associated with higher risk of subsequent diagnosis of AD and dementia (<xref ref-type="bibr" rid="ref4">Barbiellini Amidei et al., 2021</xref>). Moreover, up to 81 percent of AD cases show either type 2 DM [fasting plasma glucose (FPG): &#x2265;126&#x202F;mg/dL] or prediabetes (FPG: 110&#x2013;125&#x202F;mg/dL) (<xref ref-type="bibr" rid="ref31">Janson et al., 2004</xref>), suggesting that patients with AD are more susceptible to DM. Although the findings strongly suggest the crosstalk between AD and DM, the underlying molecular mechanisms including how deficient CNS and peripheral insulin signaling may be linked to AD pathophysiology remain elusive.</p>
<p>Over the recent decades, a multiplicity of investigations from basic, translational to clinical research have contributed to unveiling pathogenic roles of the A&#x03B2; pathway in driving other neuropathological hallmarks of AD that eventually lead to cognitive and clinical symptoms (<xref ref-type="bibr" rid="ref26">Hampel et al., 2021a</xref>). The amyloid hypothesis is supported by the approval of the first disease-modifying therapies by passive immunization with anti-A&#x03B2; monoclonal antibodies such as lecanemab and donanemab, which significantly reduce brain A&#x03B2; levels and slow cognitive and clinical decline in early AD (<xref ref-type="bibr" rid="ref68">Sims et al., 2023</xref>; <xref ref-type="bibr" rid="ref75">van Dyck et al., 2023</xref>; <xref ref-type="bibr" rid="ref61">Rafii and Aisen, 2025</xref>). The relationship between type 2 DM or insulin resistance and the degree of A&#x03B2; pathology in positron emission tomography (PET) imaging as well as post-mortem AD brains was largely negative when studies were conducted after the onset of cognitive symptoms (<xref ref-type="bibr" rid="ref2">Arnold et al., 2018</xref>). It is well known that A&#x03B2; accumulation commences 15&#x2013;20&#x202F;years before the manifestation of obvious cognitive impairment in sporadic AD (<xref ref-type="bibr" rid="ref77">Villemagne et al., 2013</xref>) as well as in genetic forms of AD such as dominantly inherited AD (<xref ref-type="bibr" rid="ref5">Bateman et al., 2012</xref>) and Down syndrome (<xref ref-type="bibr" rid="ref23">Fortea et al., 2020</xref>). Importantly, a recent longitudinal study in dementia-free individuals showed that DM diagnosed 7&#x202F;years prior to PET assessment was linked to the higher degree of brain A&#x03B2; pathology, which correlated with increases in blood glucose concentrations (<xref ref-type="bibr" rid="ref74">van Arendonk et al., 2023</xref>). In this review article, I will briefly summarize the literature reporting BACE1 mechanisms that may account for bidirectional interactions between insulin resistance and A&#x03B2; plaque growth in an early or preclinical stage of AD (<xref ref-type="fig" rid="fig1">Figure 1</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>BACE1 at the crossroads of a vicious circle between amyloid-&#x03B2; and insulin resistance.</p>
</caption>
<graphic xlink:href="frdem-04-1730524-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Diagram illustrating that BACE1 cleaves not only amyloid precursor protein (APP) but also insulin receptor (IR), creating a vicious cycle between amyloid-beta accumulation and insulin resistance. This occurs in the brain and periphery, leading to cognitive impairment.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec2">
<title>BACE1 elevation associated with deficient insulin signaling</title>
<p>The &#x03B2;-secretase BACE1 is highly expressed in the CNS and responsible for the rate-limiting first step of sequential cleavage of amyloid precursor protein (APP) to produce A&#x03B2; peptides (<xref ref-type="bibr" rid="ref28">Hampel et al., 2021b</xref>). High BACE1 expression is found in close proximity to A&#x03B2; plaques in human AD and APP transgenic mouse brains (<xref ref-type="bibr" rid="ref84">Zhao et al., 2007</xref>; <xref ref-type="bibr" rid="ref19">Devi and Ohno, 2013</xref>), while BACE1 and APP co-accumulated in peri-plaque dystrophic neurites function to generate A&#x03B2;, suggesting that local BACE1 elevation and <italic>de novo</italic> A&#x03B2; synthesis form a positive feedback loop to drive plaque growth (<xref ref-type="bibr" rid="ref80">Zhang X-M. et al., 2009</xref>; <xref ref-type="bibr" rid="ref65">Sadleir et al., 2016</xref>). Interestingly, clinical research indicates that serum BACE1 activity is significantly higher in individuals with DM as compared with healthy controls (<xref ref-type="bibr" rid="ref10">Cervellati et al., 2022</xref>). While serum BACE1 activity is also higher in mild to moderate AD patients than age-matched cognitively unimpaired controls, there is no difference between diabetic versus nondiabetic individuals in the symptomatic phase (<xref ref-type="bibr" rid="ref9">Cervellati et al., 2020</xref>). It is conceivable that diabetic states may be no longer a determinant of BACE1 activity in full-blown AD, consistent with no significant association between DM and PET A&#x03B2; burdens at this stage (<xref ref-type="bibr" rid="ref2">Arnold et al., 2018</xref>). Notably, plasma BACE1 level and enzymatic activity elevated in patients with type 2 DM correlate with reductions in their cognitive scores (<xref ref-type="bibr" rid="ref3">Bao et al., 2021</xref>). Another study also reveals a significant trend towards increased risk for mild cognitive impairment (MCI) with high plasma BACE1 level and insulin resistance in type 2 DM patients (<xref ref-type="bibr" rid="ref72">Tian et al., 2020</xref>).</p>
<p>Animal model studies have been extensively performed to explore the mechanism of BACE1 as a risk for promoting cognitive impairment in DM patients through &#x03B2;-amyloidogenesis and insulin resistance (<xref ref-type="fig" rid="fig1">Figure 1</xref>). Although animal models are not individually a faithful reproduction of human DM or AD and have translational limitations, they provide useful tools to increase our understanding of molecular/cellular basis when the findings from different models are combined to address the experimental question of interest. High-fat diet (HFD) feeding followed by administration of low-dose streptozotocin (STZ), a well-characterized pancreatic islet &#x03B2;-cell toxin, recapitulates hyperglycemia associated with hyperinsulinemia and insulin resistance in mice and rats (<xref ref-type="bibr" rid="ref24">Furman, 2021</xref>). These type 2 DM models show increased levels of A&#x03B2; and the &#x03B2;-secretase-cleaved C-terminal fragment of APP (&#x03B2;-CTF or C99, an intermediate &#x03B2;-metabolite of APP) concomitant with BACE1 elevations in the hippocampus and cerebral cortex, leading to learning and memory impairments (<xref ref-type="bibr" rid="ref82">Zhang T. et al., 2009</xref>; <xref ref-type="bibr" rid="ref33">Jiang et al., 2012</xref>). RNA interference-based reversal of increased BACE1 to control levels in the brain blocks DM-associated A&#x03B2;/&#x03B2;-CTF elevations and cognitive deficits in the STZ rat model (<xref ref-type="bibr" rid="ref79">Yu et al., 2014</xref>). Furthermore, hippocampal BACE1 elevation also occurs along with cognitive impairment in an intracerebroventricular (ICV) STZ-injected mice (<xref ref-type="bibr" rid="ref66">Santos et al., 2015</xref>), which reproduce features of sporadic AD including deficits in brain insulin signaling and energy metabolism, tau hyperphosphorylation, inflammation, neurodegeneration, among many others. Intranasal insulin restores reductions in insulin receptor (IR) expression and its downstream signaling in the hippocampus/cortex of ICV-STZ rats, which is accompanied by reversal of BACE1/A<italic>&#x03B2;</italic> elevations, impaired cognitive performances and other AD-like traits (<xref ref-type="bibr" rid="ref62">Rajasekar et al., 2017</xref>). Together, the findings in STZ rodent models suggest that deficient hippocampal/cortical insulin signaling induces memory declines and A&#x03B2;/&#x03B2;-CTF overproduction due to increased BACE1 expression at the crossroads between AD and DM.</p>
<p>Young APP transgenic mice that develop little or no A&#x03B2; deposition yet in the brain have been used to test if/how experimentally induced diabetic conditions affect AD-like pathologies and cognitive deficits. STZ-treated diabetic APP/presenilin 1 (PS1) mice showed increased soluble human A&#x03B2;42 concentrations and plaque burdens in the hippocampus and cortex concomitant with deficient CNS insulin signaling (<xref ref-type="bibr" rid="ref78">Wang et al., 2010</xref>). In this model, BACE1 elevation facilitated &#x03B2;-amyloidogenic processing of APP as measured by increased levels of &#x03B2;-CTF and the &#x03B2;-secretase-cleaved soluble ectodomain of APP (sAPP-&#x03B2;) and decreased sAPP-<italic>&#x03B1;</italic>, leading to aggravated learning and memory impairment. Similarly, BACE1 elevation-related exacerbation of AD-like phenotypes such as A&#x03B2; plaque deposition and impairments of cognitive function, synaptic plasticity and dendritic spine morphology has been reported in STZ-treated young 5XFAD mice (<xref ref-type="bibr" rid="ref18">Devi et al., 2012</xref>), APP/PS1 mice fed long-term HFD during early life (<xref ref-type="bibr" rid="ref25">Gong et al., 2021</xref>) and/or 3xTg-AD mice exposed to maternal HFD (<xref ref-type="bibr" rid="ref48">Natale et al., 2023</xref>). Diabetic 5XFAD model reveals unfolded protein response (UPR)-associated activation of the PERK/eIF2&#x03B1; phosphorylation pathway (<xref ref-type="bibr" rid="ref18">Devi et al., 2012</xref>), which is not only a key mediator of translational BACE1 upregulation in AD (<xref ref-type="bibr" rid="ref20">Devi and Ohno, 2014</xref>; <xref ref-type="bibr" rid="ref50">Ohno, 2014</xref>, <xref ref-type="bibr" rid="ref52">2018</xref>) but also suppressed by insulin application (<xref ref-type="bibr" rid="ref69">Sullivan et al., 1999</xref>). The antidiabetic agent liraglutide, a glucagon-like peptide-1 receptor (GLP-1R) agonist, is shown to restore insulin signaling and reduce increased BACE1 activity, A&#x03B2; and tau hyperphosphorylation to control levels in insulin-resistant cells (<xref ref-type="bibr" rid="ref32">Jantrapirom et al., 2020</xref>). Moreover, plasma GLP-1 levels decrease in APP23/PS45 mice and negatively correlate with brain A&#x03B2; load in AD patients, while an GLP-1R agonist improves cognitive impairment and lowers A&#x03B2;/&#x03B2;-CTF by reducing BACE1 expression in the hippocampus/cortex of APP23/PS45 mice (<xref ref-type="bibr" rid="ref81">Zhang et al., 2025</xref>). This action is caused by inhibition of the transcription factor NF-&#x03BA;B-mediated promotion of <italic>BACE1</italic> gene following activation of the GLP-1R/AMPK pathway. Further investigation is needed to firmly establish a mechanistic link between impaired insulin/GLP-1 signaling and BACE1 elevation in the brain.</p>
<p>Other studies used obesity-dependent models of type 2 DM that derived from a mutation of the gene encoding leptin (ZDF rats) or its receptor (<italic>db/db</italic> mice), whose normal function precludes obesity by regulating food intake, glucose homeostasis and energy expenditure (<xref ref-type="bibr" rid="ref41">Marwarha and Ghribi, 2012</xref>; <xref ref-type="bibr" rid="ref22">Forny-Germano et al., 2019</xref>). Elevated levels of BACE1, A&#x03B2; and/or &#x03B2;-CTF were found in the hippocampus/brain of leptin-resistant <italic>db/db</italic> mice (<xref ref-type="bibr" rid="ref7">Bonds et al., 2019</xref>) and ZDF rats (<xref ref-type="bibr" rid="ref37">Lee et al., 2016</xref>) in parallel with their cognitive dysfunction and high blood glucose concentrations. Type 2 DM rats exposed to HFD and STZ treatment also showed hippocampal BACE1 elevation concomitant with deficient leptin and insulin signaling cascade, all of which were blocked by treadmill exercise, a protective factor against AD (<xref ref-type="bibr" rid="ref63">Rezaei et al., 2023</xref>).</p>
<p>Intriguingly, both ZDF and STZ rat models of DM have increased levels of the early endosome marker Rab5 and A&#x03B2;/&#x03B2;-CTF in the hippocampus, while high glucose up-regulates A&#x03B2; level through Rab5-dependent endosome enlargement co-localized with &#x03B2;-CTF and BACE1 in cultured cells (<xref ref-type="bibr" rid="ref11">Chae et al., 2020</xref>). Furthermore, age-dependent A&#x03B2; pathology is accelerated in brains of type 2 DM-affected cynomolgus monkeys compared with healthy controls, which is accompanied by enlarged early endosomes and APP accumulation in neurons as well as increased levels of Rab GTPases reflective of endocytic disturbances (<xref ref-type="bibr" rid="ref56">Okabayashi et al., 2015</xref>; <xref ref-type="bibr" rid="ref35">Kimura, 2019</xref>). These results are particularly of importance given that &#x03B2;-CTF-dependent endosomal-lysosomal dysfunction and enlargement are well characterized as an earliest AD pathological event in a multiplicity of mouse models and human AD-derived cells (<xref ref-type="bibr" rid="ref49">Nixon, 2017</xref>; <xref ref-type="bibr" rid="ref8">Bourgeois et al., 2018</xref>; <xref ref-type="bibr" rid="ref36">Kwart et al., 2019</xref>; <xref ref-type="bibr" rid="ref59">Pulina et al., 2020</xref>) and induce A&#x03B2; disposal failure inside neurons, eventually leading to extracellular plaque lesions (<xref ref-type="bibr" rid="ref38">Lee et al., 2022</xref>; <xref ref-type="bibr" rid="ref30">Im et al., 2023</xref>). Dysregulated BACE1-mediated APP processing for &#x03B2;-CTF/A&#x03B2; overproduction and related pathologies under deficient CNS insulin signaling on diabetic/obese conditions may be linked to AD progression in an early preclinical stage.</p>
</sec>
<sec id="sec3">
<title>BACE1-mediated induction of insulin resistance</title>
<p>Although BACE1 expression is highest in the brain, it is also found widely in peripheral tissues such as pancreatic &#x03B2;-cells, adipocytes and hepatocytes, where its elevated expression may cause metabolic disorders including DM and obesity via A&#x03B2;-independent processes (<xref ref-type="bibr" rid="ref71">Taylor et al., 2022</xref>) (<xref ref-type="fig" rid="fig1">Figure 1</xref>). While IR is ubiquitously distributed in the periphery and CNS, it was recently identified as a novel BACE1 substrate in the liver (<xref ref-type="bibr" rid="ref45">Meakin et al., 2018a</xref>). The cell surface expression of biologically active IR is regulated by the BACE1 cleavage of its ectodomain in a glucose concentration-dependent manner. Aberrantly upregulated BACE1 degradation of functional membrane IR in the liver and increased plasma soluble IR are observed in diabetic patients (<xref ref-type="bibr" rid="ref3">Bao et al., 2021</xref>) as well as in <italic>db/db</italic> (<xref ref-type="bibr" rid="ref45">Meakin et al., 2018a</xref>) and HFD (<xref ref-type="bibr" rid="ref39">Lin et al., 2025</xref>) mouse models of type 2 DM, representing a mechanism of directly BACE1-mediated insulin resistance. Importantly, BACE1<sup>&#x2212;/&#x2212;</sup> gene deletion (<xref ref-type="bibr" rid="ref43">Meakin et al., 2012</xref>) and treatment with the BACE1 inhibitor elenbecestat (<xref ref-type="bibr" rid="ref39">Lin et al., 2025</xref>) restore deficient IR and downstream signaling pathways in the liver of HFD-fed mice, leading to improved DM-related parameters including insulin sensitivity, glucose tolerance and cognitive function. Treatment with the BACE1 inhibitor LY2886721 also improves diabetic phenotypes in neuronal human BACE1 knock-in (PLB4) mice, a model for high comorbidity of DM and AD (<xref ref-type="bibr" rid="ref17">Dekeryte et al., 2021</xref>). Moreover, BACE1 elevation occurs through the downregulation of microRNA (miR-6838-5p) in the adipose tissue of HFD-fed mice, while BACE1 suppression via miR-6838-5p overexpression can reverse insulin resistance and increases in blood glucose and body weight to normal levels (<xref ref-type="bibr" rid="ref29">Han et al., 2025</xref>).</p>
<p>BACE1 is also reported to cause insulin/leptin resistance through A&#x03B2;-dependent mechanisms in the brain (<xref ref-type="fig" rid="fig1">Figure 1</xref>). HFD-induced BACE1 elevation and consequently accelerated A&#x03B2;42 production cause leptin resistance in the hypothalamus and aggravate body weight gain, whereas BACE1 inhibition or gene knockout can prevent these changes in obesity-associated DM model mice (<xref ref-type="bibr" rid="ref44">Meakin et al., 2018b</xref>). A&#x03B2; oligomer-evoked hypothalamic neuron dysregulation is proposed to disrupt metabolic homeostasis and lead to insulin resistance and glucose intolerance, revealing a crosstalk between CNS and peripheral pathogenic mechanisms involved in high comorbidity of AD and DM in aging populations (<xref ref-type="bibr" rid="ref12">Clarke et al., 2015</xref>). Mechanistically, soluble A&#x03B2; oligomers downregulate the surface expression of IR and cause neuronal insulin resistance (<xref ref-type="bibr" rid="ref73">Townsend et al., 2007</xref>; <xref ref-type="bibr" rid="ref83">Zhao et al., 2008</xref>), while insulin signaling functions to inhibit pathogenic binding of A&#x03B2; oligomers to protect synapses from their toxicity including IR loss (<xref ref-type="bibr" rid="ref15">De Felice et al., 2009</xref>; <xref ref-type="bibr" rid="ref85">Zhao et al., 2009</xref>). Therefore, a vicious circle may be formed between A&#x03B2; toxicity and IR impairment in the brain during AD progression (<xref ref-type="bibr" rid="ref86">Zhao and Townsend, 2009</xref>; <xref ref-type="bibr" rid="ref46">Moloney et al., 2010</xref>). Meanwhile, recent evidence highlights the unique role of BACE1 expressed in astrocytes that regulates A&#x03B2; clearance in the brain (<xref ref-type="bibr" rid="ref88">Zhou et al., 2023</xref>). The study demonstrates that targeted astrocytic BACE1 deficiency blocks its cleavage of IR and facilitates downstream insulin signaling pathways, leading to increased A&#x03B2; uptake and degradation by reactive astrocytes.</p>
</sec>
<sec sec-type="discussion" id="sec4">
<title>Discussion</title>
<p>The findings summarized in this review indicate that BACE1-mediated insulin resistance may be one of the key events situated at the intersection between AD and DM, although further investigation is needed to fully understand how this pathogenic mechanism may underlie the complex, bidirectional connections between the CNS and peripheral tissues (<xref ref-type="bibr" rid="ref2">Arnold et al., 2018</xref>; <xref ref-type="bibr" rid="ref64">Rhea et al., 2022</xref>). It is conceivable that BACE1 inhibitors may have dual beneficial mechanisms to halt or slow AD progression at the early stage not only by reducing brain A&#x03B2; production but also by directly alleviating insulin resistance in the CNS and periphery (<xref ref-type="fig" rid="fig1">Figure 1</xref>). While this review is mainly focused on BACE1, other approaches that target the mechanisms or pathways intersecting with insulin resistance and &#x03B2;-amyloidosis such as antidiabetic treatments are currently under preclinical and clinical investigations and have been reviewed in detail elsewhere (<xref ref-type="bibr" rid="ref14">Corraliza-Gomez et al., 2025</xref>; <xref ref-type="bibr" rid="ref87">Zheng et al., 2025</xref>).</p>
<p>Unfortunately, BACE1 inhibitors that have undergone advanced phases of clinical trials to date in mild-to-moderate and early/prodromal AD populations have been halted due to futility and/or side effects including signs of mild cognitive worsening at the higher dosage (<xref ref-type="bibr" rid="ref42">McDade et al., 2021</xref>; <xref ref-type="bibr" rid="ref6">Bazzari and Bazzari, 2022</xref>; <xref ref-type="bibr" rid="ref13">Coimbra et al., 2024</xref>; <xref ref-type="bibr" rid="ref47">Naidu et al., 2025</xref>). The failure of these trials may be due to too-high levels of BACE1 inhibition often targeted to reduce A&#x03B2; levels by &#x003E;70% at the highest dose and too-late applications to AD stages manifesting cognitive symptoms with extensive A&#x03B2; accumulation (<xref ref-type="bibr" rid="ref42">McDade et al., 2021</xref>; <xref ref-type="bibr" rid="ref54">Ohno, 2024</xref>, <xref ref-type="bibr" rid="ref55">2025</xref>). Moreover, considering the little or no selectivity of all BACE1 inhibitors (up to ~3-fold over the close homolog BACE2) tested so far in phase 2/phase 3 clinical trials (<xref ref-type="bibr" rid="ref42">McDade et al., 2021</xref>), we cannot completely rule out the possibility that their BACE2 cross-inhibition may contribute to side effects or reduce therapeutic benefits of BACE1 inhibition (<xref ref-type="bibr" rid="ref54">Ohno, 2024</xref>, <xref ref-type="bibr" rid="ref55">2025</xref>). As such, the negative results of previous clinical trials do not necessarily exclude refined low-dose approaches with selective BACE1 inhibitors from the arsenal of preventive interventions at a preclinical stage of AD.</p>
<p>Given that multiple BACE1 substrates other than APP participate in complex physiological functions and pathways (<xref ref-type="bibr" rid="ref28">Hampel et al., 2021b</xref>), potential problems in BACE1 inhibitor interventions including their on-target/off-target side effects have been extensively discussed (<xref ref-type="bibr" rid="ref42">McDade et al., 2021</xref>; <xref ref-type="bibr" rid="ref13">Coimbra et al., 2024</xref>; <xref ref-type="bibr" rid="ref47">Naidu et al., 2025</xref>). In particular, excessively suppressed &#x03B2;-cleavage of synaptic BACE1 substrates such as seizure protein 6 (SEZ6) involved in maintaining spine dynamics (<xref ref-type="bibr" rid="ref89">Zhu et al., 2018a</xref>; <xref ref-type="bibr" rid="ref90">Zhu et al., 2018b</xref>) and close homolog of L1 (CHL1) related to axonal organization in adulthood (<xref ref-type="bibr" rid="ref57">Ou-Yang et al., 2018</xref>; <xref ref-type="bibr" rid="ref76">Vassar, 2019</xref>) may account for cognitive worsening observed with high-dose BACE1 inhibitors. However, neither partial BACE1<sup>+/&#x2212;</sup> gene reduction nor lower-dose BACE1 inhibitors that reduce A&#x03B2; up to 50% are free of adverse synaptic/cognitive effects, whereas cognitive worsening is unassociated with neurodegeneration and reversible shortly after withdrawal of BACE1 inhibitor treatment (<xref ref-type="bibr" rid="ref51">Ohno, 2016</xref>; <xref ref-type="bibr" rid="ref89">Zhu et al., 2018a</xref>; <xref ref-type="bibr" rid="ref67">Satir et al., 2020</xref>; <xref ref-type="bibr" rid="ref42">McDade et al., 2021</xref>; <xref ref-type="bibr" rid="ref58">Pratsch et al., 2023</xref>; <xref ref-type="bibr" rid="ref70">Tariot et al., 2024</xref>). The findings support the idea that a rational, low-dose approach targeting 25%&#x2013;50% inhibition of BACE1 could offer safe and promising therapeutic interventions if initiated at the early preclinical stage of AD with monitoring of cognitive function and biomarkers relevant to efficacy and side effects (<xref ref-type="bibr" rid="ref54">Ohno, 2024</xref>, <xref ref-type="bibr" rid="ref55">2025</xref>). This is supported by gene-based data demonstrating that the Icelandic APP mutation (A673T) that lowers A&#x03B2; by only 28% is protective against AD and age-related cognitive decline (<xref ref-type="bibr" rid="ref34">Jonsson et al., 2012</xref>; <xref ref-type="bibr" rid="ref40">Martiskainen et al., 2017</xref>).</p>
<p>Broad biological roles of BACE1 besides APP processing have been largely regarded as a weakness of BACE1-targeted AD therapy in safety. However, the discovery of IR as a new BACE1 substrate (<xref ref-type="bibr" rid="ref45">Meakin et al., 2018a</xref>) reveals that BACE1-inhibiting strategies may have the advantage of alleviating peripheral insulin resistance and reducing DM-associated AD risks (<xref ref-type="fig" rid="fig1">Figure 1</xref>). This effect can be expected with low/safe doses of BACE1 inhibitors since they are more readily accessible to BACE1 in peripheral tissues compared with the CNS. Furthermore, BACE1 inhibitors exert dual beneficial effects on pathological progression in the brain at a preclinical AD stage by directly suppressing the A<italic>&#x03B2;</italic> pathway and by ameliorating insulin resistance through decreased BACE1 cleavage of cell-surface IR. BACE1 is validated as an early AD biomarker (<xref ref-type="bibr" rid="ref27">Hampel et al., 2020</xref>), while a multiplicity of environmental and genetic risk factors for AD are shown to converge on increased BACE1 level/activity in animal models and clinical settings (<xref ref-type="bibr" rid="ref55">Ohno, 2025</xref>). Given BACE1 elevation positioned at the intersection of a vicious cycle between A&#x03B2; accumulation and insulin resistance (<xref ref-type="fig" rid="fig1">Figure 1</xref>), BACE1 biomarkers are especially important under diabetic or prediabetic conditions and can be used in combination with other early AD biomarkers (<xref ref-type="bibr" rid="ref1">Aisen et al., 2022</xref>; <xref ref-type="bibr" rid="ref60">Rafii and Aisen, 2023</xref>) as well as sensitive cognitive measures (<xref ref-type="bibr" rid="ref53">Ohno, 2023</xref>, <xref ref-type="bibr" rid="ref54">2024</xref>) to identify high-risk individuals who would benefit from preventive BACE1 inhibitor treatment. Further study is required to fully understand how DM affects the amyloid-tau-neurodegeneration (ATN) and cognition framework. Timely and effective management of DM during the early stage of subtle cognitive decline is crucial for slowing or preventing the progression to AD. Advances in this line of research would eventually lead to the development of precision medicine-oriented BACE1 inhibitor interventions in preclinical AD.</p>
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<ref-list>
<title>References</title>
<ref id="ref1"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Aisen</surname><given-names>P. S.</given-names></name> <name><surname>Jimenez-Maggiora</surname><given-names>G. A.</given-names></name> <name><surname>Rafii</surname><given-names>M. S.</given-names></name> <name><surname>Walter</surname><given-names>S.</given-names></name> <name><surname>Raman</surname><given-names>R.</given-names></name></person-group> (<year>2022</year>). <article-title>Early-stage Alzheimer disease: getting trial-ready</article-title>. <source>Nat. Rev. Neurol.</source> <volume>18</volume>, <fpage>389</fpage>&#x2013;<lpage>399</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41582-022-00645-6</pub-id>, <pub-id pub-id-type="pmid">35379951</pub-id></mixed-citation></ref>
<ref id="ref2"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Arnold</surname><given-names>S. E.</given-names></name> <name><surname>Arvanitakis</surname><given-names>Z.</given-names></name> <name><surname>Macauley-Rambach</surname><given-names>S. L.</given-names></name> <name><surname>Koenig</surname><given-names>A. M.</given-names></name> <name><surname>Wang</surname><given-names>H. Y.</given-names></name> <name><surname>Ahima</surname><given-names>R. S.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>Brain insulin resistance in type 2 diabetes and Alzheimer disease: concepts and conundrums</article-title>. <source>Nat. Rev. Neurol.</source> <volume>14</volume>, <fpage>168</fpage>&#x2013;<lpage>181</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nrneurol.2017.185</pub-id>, <pub-id pub-id-type="pmid">29377010</pub-id></mixed-citation></ref>
<ref id="ref3"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bao</surname><given-names>H.</given-names></name> <name><surname>Liu</surname><given-names>Y.</given-names></name> <name><surname>Zhang</surname><given-names>M.</given-names></name> <name><surname>Chen</surname><given-names>Z.</given-names></name> <name><surname>Zhang</surname><given-names>W.</given-names></name> <name><surname>Ge</surname><given-names>Y.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Increased &#x03B2;-site APP cleaving enzyme 1-mediated insulin receptor cleavage in type 2 diabetes mellitus with cognitive impairment</article-title>. <source>Alzheimers Dement.</source> <volume>17</volume>, <fpage>1097</fpage>&#x2013;<lpage>1108</lpage>. doi: <pub-id pub-id-type="doi">10.1002/alz.12276</pub-id>, <pub-id pub-id-type="pmid">33410588</pub-id></mixed-citation></ref>
<ref id="ref4"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Barbiellini Amidei</surname><given-names>C.</given-names></name> <name><surname>Fayosse</surname><given-names>A.</given-names></name> <name><surname>Dumurgier</surname><given-names>J.</given-names></name> <name><surname>Machado-Fragua</surname><given-names>M. D.</given-names></name> <name><surname>Tabak</surname><given-names>A. G.</given-names></name> <name><surname>van Sloten</surname><given-names>T.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Association between age at diabetes onset and subsequent risk of dementia</article-title>. <source>JAMA</source> <volume>325</volume>, <fpage>1640</fpage>&#x2013;<lpage>1649</lpage>. doi: <pub-id pub-id-type="doi">10.1001/jama.2021.4001</pub-id>, <pub-id pub-id-type="pmid">33904867</pub-id></mixed-citation></ref>
<ref id="ref5"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bateman</surname><given-names>R. J.</given-names></name> <name><surname>Xiong</surname><given-names>C.</given-names></name> <name><surname>Benzinger</surname><given-names>T. L.</given-names></name> <name><surname>Fagan</surname><given-names>A. M.</given-names></name> <name><surname>Goate</surname><given-names>A.</given-names></name> <name><surname>Fox</surname><given-names>N. C.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>Clinical and biomarker changes in dominantly inherited Alzheimer&#x2019;s disease</article-title>. <source>N. Engl. J. Med.</source> <volume>367</volume>, <fpage>795</fpage>&#x2013;<lpage>804</lpage>. doi: <pub-id pub-id-type="doi">10.1056/NEJMoa1202753</pub-id>, <pub-id pub-id-type="pmid">22784036</pub-id></mixed-citation></ref>
<ref id="ref6"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bazzari</surname><given-names>F. H.</given-names></name> <name><surname>Bazzari</surname><given-names>A. H.</given-names></name></person-group> (<year>2022</year>). <article-title>BACE1 inhibitors for Alzheimer&#x2019;s disease: the past, present and any future?</article-title> <source>Molecules</source> <volume>27</volume>:<fpage>8823</fpage>. doi: <pub-id pub-id-type="doi">10.3390/molecules27248823</pub-id>, <pub-id pub-id-type="pmid">36557955</pub-id></mixed-citation></ref>
<ref id="ref7"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bonds</surname><given-names>J. A.</given-names></name> <name><surname>Shetti</surname><given-names>A.</given-names></name> <name><surname>Bheri</surname><given-names>A.</given-names></name> <name><surname>Chen</surname><given-names>Z.</given-names></name> <name><surname>Disouky</surname><given-names>A.</given-names></name> <name><surname>Tai</surname><given-names>L.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>Depletion of caveolin-1 in type 2 diabetes model induces Alzheimer&#x2019;s disease pathology precursors</article-title>. <source>J. Neurosci.</source> <volume>39</volume>, <fpage>8576</fpage>&#x2013;<lpage>8583</lpage>. doi: <pub-id pub-id-type="doi">10.1523/JNEUROSCI.0730-19.2019</pub-id>, <pub-id pub-id-type="pmid">31527120</pub-id></mixed-citation></ref>
<ref id="ref8"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bourgeois</surname><given-names>A.</given-names></name> <name><surname>Lauritzen</surname><given-names>I.</given-names></name> <name><surname>Lorivel</surname><given-names>T.</given-names></name> <name><surname>Bauer</surname><given-names>C.</given-names></name> <name><surname>Checler</surname><given-names>F.</given-names></name> <name><surname>Pardossi-Piquard</surname><given-names>R.</given-names></name></person-group> (<year>2018</year>). <article-title>Intraneuronal accumulation of C99 contributes to synaptic alterations, apathy-like behavior, and spatial learning deficits in 3&#x00D7;TgAD and 2&#x00D7;TgAD mice</article-title>. <source>Neurobiol. Aging</source> <volume>71</volume>, <fpage>21</fpage>&#x2013;<lpage>31</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.neurobiolaging.2018.06.038</pub-id>, <pub-id pub-id-type="pmid">30071370</pub-id></mixed-citation></ref>
<ref id="ref9"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Cervellati</surname><given-names>C.</given-names></name> <name><surname>Trentini</surname><given-names>A.</given-names></name> <name><surname>Rosta</surname><given-names>V.</given-names></name> <name><surname>Passaro</surname><given-names>A.</given-names></name> <name><surname>Bosi</surname><given-names>C.</given-names></name> <name><surname>Sanz</surname><given-names>J. M.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Serum beta-secretase 1 (BACE1) activity as candidate biomarker for late-onset Alzheimer&#x2019;s disease</article-title>. <source>Geroscience</source> <volume>42</volume>, <fpage>159</fpage>&#x2013;<lpage>167</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s11357-019-00127-6</pub-id>, <pub-id pub-id-type="pmid">31745860</pub-id></mixed-citation></ref>
<ref id="ref10"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Cervellati</surname><given-names>C.</given-names></name> <name><surname>Vergallo</surname><given-names>A.</given-names></name> <name><surname>Trentini</surname><given-names>A.</given-names></name> <name><surname>Campo</surname><given-names>G.</given-names></name> <name><surname>Vieceli Dalla Sega</surname><given-names>F.</given-names></name> <name><surname>Rizzo</surname><given-names>P.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Age, sex, hypertension and HDL-C alter serum BACE1 activity in cognitively normal subjects: implications for Alzheimer&#x2019;s disease</article-title>. <source>J. Prev Alzheimers Dis.</source> <volume>9</volume>, <fpage>708</fpage>&#x2013;<lpage>714</lpage>. doi: <pub-id pub-id-type="doi">10.14283/jpad.2022.78</pub-id>, <pub-id pub-id-type="pmid">36281675</pub-id></mixed-citation></ref>
<ref id="ref11"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Chae</surname><given-names>C. W.</given-names></name> <name><surname>Lee</surname><given-names>H. J.</given-names></name> <name><surname>Choi</surname><given-names>G. E.</given-names></name> <name><surname>Jung</surname><given-names>Y. H.</given-names></name> <name><surname>Kim</surname><given-names>J. S.</given-names></name> <name><surname>Lim</surname><given-names>J. R.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>High glucose-mediated PICALM and mTORC1 modulate processing of amyloid precursor protein via endosomal abnormalities</article-title>. <source>Br. J. Pharmacol.</source> <volume>177</volume>, <fpage>3828</fpage>&#x2013;<lpage>3847</lpage>. doi: <pub-id pub-id-type="doi">10.1111/bph.15131</pub-id>, <pub-id pub-id-type="pmid">32436237</pub-id></mixed-citation></ref>
<ref id="ref12"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Clarke</surname><given-names>J. R.</given-names></name> <name><surname>Lyra E Silva</surname><given-names>N. M.</given-names></name> <name><surname>Figueiredo</surname><given-names>C. P.</given-names></name> <name><surname>Frozza</surname><given-names>R. L.</given-names></name> <name><surname>Ledo</surname><given-names>J. H.</given-names></name> <name><surname>Beckman</surname><given-names>D.</given-names></name> <etal/></person-group>. (<year>2015</year>). <article-title>Alzheimer-associated A&#x03B2; oligomers impact the central nervous system to induce peripheral metabolic deregulation</article-title>. <source>EMBO Mol. Med.</source> <volume>7</volume>, <fpage>190</fpage>&#x2013;<lpage>210</lpage>. doi: <pub-id pub-id-type="doi">10.15252/emmm.201404183</pub-id>, <pub-id pub-id-type="pmid">25617315</pub-id></mixed-citation></ref>
<ref id="ref13"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Coimbra</surname><given-names>J. R. M.</given-names></name> <name><surname>Resende</surname><given-names>R.</given-names></name> <name><surname>Cust&#x00F3;dio</surname><given-names>J. B. A.</given-names></name> <name><surname>Salvador</surname><given-names>J. A. R.</given-names></name> <name><surname>Santos</surname><given-names>A. E.</given-names></name></person-group> (<year>2024</year>). <article-title>BACE1 inhibitors for Alzheimer&#x2019;s disease: current challenges and future perspectives</article-title>. <source>J Alzheimer&#x2019;s Dis</source> <volume>101</volume>, <fpage>S53</fpage>&#x2013;<lpage>S78</lpage>. doi: <pub-id pub-id-type="doi">10.3233/JAD-240146</pub-id>, <pub-id pub-id-type="pmid">38943390</pub-id></mixed-citation></ref>
<ref id="ref14"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Corraliza-Gomez</surname><given-names>M.</given-names></name> <name><surname>Vargas-Soria</surname><given-names>M.</given-names></name> <name><surname>Garcia-Alloza</surname><given-names>M.</given-names></name></person-group> (<year>2025</year>). <article-title>Effect of antidiabetic drugs in Alzheimers disease: a systematic review of preclinical and clinical studies</article-title>. <source>Mol. Neurodegener.</source> <volume>20</volume>:<fpage>112</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s13024-025-00894-1</pub-id>, <pub-id pub-id-type="pmid">41146261</pub-id></mixed-citation></ref>
<ref id="ref15"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>De Felice</surname><given-names>F. G.</given-names></name> <name><surname>Vieira</surname><given-names>M. N.</given-names></name> <name><surname>Bomfim</surname><given-names>T. R.</given-names></name> <name><surname>Decker</surname><given-names>H.</given-names></name> <name><surname>Velasco</surname><given-names>P. T.</given-names></name> <name><surname>Lambert</surname><given-names>M. P.</given-names></name> <etal/></person-group>. (<year>2009</year>). <article-title>Protection of synapses against Alzheimer&#x2019;s-linked toxins: insulin signaling prevents the pathogenic binding of A&#x03B2; oligomers</article-title>. <source>Proc. Natl. Acad. Sci. USA</source> <volume>106</volume>, <fpage>1971</fpage>&#x2013;<lpage>1976</lpage>. doi: <pub-id pub-id-type="doi">10.1073/pnas.0809158106</pub-id>, <pub-id pub-id-type="pmid">19188609</pub-id></mixed-citation></ref>
<ref id="ref16"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>de la Monte</surname><given-names>S. M.</given-names></name></person-group> (<year>2019</year>). <article-title>The full spectrum of Alzheimer&#x2019;s disease is rooted in metabolic derangements that drive type 3 diabetes</article-title>. <source>Adv. Exp. Med. Biol.</source> <volume>1128</volume>, <fpage>45</fpage>&#x2013;<lpage>83</lpage>. doi: <pub-id pub-id-type="doi">10.1007/978-981-13-3540-2_4</pub-id>, <pub-id pub-id-type="pmid">31062325</pub-id></mixed-citation></ref>
<ref id="ref17"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Dekeryte</surname><given-names>R.</given-names></name> <name><surname>Franklin</surname><given-names>Z.</given-names></name> <name><surname>Hull</surname><given-names>C.</given-names></name> <name><surname>Croce</surname><given-names>L.</given-names></name> <name><surname>Kamli-Salino</surname><given-names>S.</given-names></name> <name><surname>Helk</surname><given-names>O.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>The BACE1 inhibitor LY2886721 improves diabetic phenotypes of BACE1 knock-in mice</article-title>. <source>Biochim. Biophys. Acta Mol. Basis Dis.</source> <volume>1867</volume>:<fpage>166149</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.bbadis.2021.166149</pub-id>, <pub-id pub-id-type="pmid">33892080</pub-id></mixed-citation></ref>
<ref id="ref18"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Devi</surname><given-names>L.</given-names></name> <name><surname>Alldred</surname><given-names>M. J.</given-names></name> <name><surname>Ginsberg</surname><given-names>S. D.</given-names></name> <name><surname>Ohno</surname><given-names>M.</given-names></name></person-group> (<year>2012</year>). <article-title>Mechanisms underlying insulin deficiency-induced acceleration of &#x03B2;-amyloidosis in a mouse model of Alzheimer&#x2019;s disease</article-title>. <source>PLoS One</source> <volume>7</volume>:<fpage>e32792</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0032792</pub-id>, <pub-id pub-id-type="pmid">22403710</pub-id></mixed-citation></ref>
<ref id="ref19"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Devi</surname><given-names>L.</given-names></name> <name><surname>Ohno</surname><given-names>M.</given-names></name></person-group> (<year>2013</year>). <article-title>Deletion of the eIF2&#x03B1; kinase GCN2 fails to rescue the memory decline associated with Alzheimer&#x2019;s disease</article-title>. <source>PLoS One</source> <volume>8</volume>:<fpage>e77335</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0077335</pub-id>, <pub-id pub-id-type="pmid">24146979</pub-id></mixed-citation></ref>
<ref id="ref20"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Devi</surname><given-names>L.</given-names></name> <name><surname>Ohno</surname><given-names>M.</given-names></name></person-group> (<year>2014</year>). <article-title>PERK mediates elF2&#x03B1; phosphorylation responsible for BACE1 elevation, CREB dysfunction and neurodegeneration in a mouse model of Alzheimer&#x2019;s disease</article-title>. <source>Neurobiol. Aging</source> <volume>35</volume>, <fpage>2272</fpage>&#x2013;<lpage>2281</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.neurobiolaging.2014.04.031</pub-id>, <pub-id pub-id-type="pmid">24889041</pub-id></mixed-citation></ref>
<ref id="ref21"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ezkurdia</surname><given-names>A.</given-names></name> <name><surname>Ram&#x00ED;rez</surname><given-names>M. J.</given-names></name> <name><surname>Solas</surname><given-names>M.</given-names></name></person-group> (<year>2023</year>). <article-title>Metabolic syndrome as a risk factor for Alzheimer&#x2019;s disease: a focus on insulin resistance</article-title>. <source>Int. J. Mol. Sci.</source> <volume>24</volume>:<fpage>4354</fpage>. doi: <pub-id pub-id-type="doi">10.3390/ijms24054354</pub-id>, <pub-id pub-id-type="pmid">36901787</pub-id></mixed-citation></ref>
<ref id="ref22"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Forny-Germano</surname><given-names>L.</given-names></name> <name><surname>De Felice</surname><given-names>F. G.</given-names></name> <name><surname>Vieira</surname><given-names>M. N. D. N.</given-names></name></person-group> (<year>2019</year>). <article-title>The role of leptin and adiponectin in obesity-associated cognitive decline and Alzheimer&#x2019;s disease</article-title>. <source>Front. Neurosci.</source> <volume>12</volume>:<fpage>1027</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fnins.2018.01027</pub-id>, <pub-id pub-id-type="pmid">30692905</pub-id></mixed-citation></ref>
<ref id="ref23"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Fortea</surname><given-names>J.</given-names></name> <name><surname>Vilaplana</surname><given-names>E.</given-names></name> <name><surname>Carmona-Iragui</surname><given-names>M.</given-names></name> <name><surname>Benejam</surname><given-names>B.</given-names></name> <name><surname>Videla</surname><given-names>L.</given-names></name> <name><surname>Barroeta</surname><given-names>I.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Clinical and biomarker changes of Alzheimer&#x2019;s disease in adults with down syndrome: a cross-sectional study</article-title>. <source>Lancet</source> <volume>395</volume>, <fpage>1988</fpage>&#x2013;<lpage>1997</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S0140-6736(20)30689-9</pub-id>, <pub-id pub-id-type="pmid">32593336</pub-id></mixed-citation></ref>
<ref id="ref24"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Furman</surname><given-names>B. L.</given-names></name></person-group> (<year>2021</year>). <article-title>Streptozotocin-induced diabetic models in mice and rats</article-title>. <source>Curr Protoc</source> <volume>1</volume>:<fpage>e78</fpage>. doi: <pub-id pub-id-type="doi">10.1002/cpz1.78</pub-id>, <pub-id pub-id-type="pmid">33905609</pub-id></mixed-citation></ref>
<ref id="ref25"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Gong</surname><given-names>X.</given-names></name> <name><surname>Liang</surname><given-names>Z.</given-names></name> <name><surname>Liu</surname><given-names>W.</given-names></name> <name><surname>Zhao</surname><given-names>Y.</given-names></name> <name><surname>Yang</surname><given-names>Y.</given-names></name> <name><surname>Wu</surname><given-names>M.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>High fat diet aggravates AD-related pathogenic processes in APP/PS1 mice</article-title>. <source>Curr. Alzheimer Res.</source> <volume>18</volume>, <fpage>310</fpage>&#x2013;<lpage>325</lpage>. doi: <pub-id pub-id-type="doi">10.2174/1567205018666210628100812</pub-id>, <pub-id pub-id-type="pmid">34212829</pub-id></mixed-citation></ref>
<ref id="ref26"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Hampel</surname><given-names>H.</given-names></name> <name><surname>Hardy</surname><given-names>J.</given-names></name> <name><surname>Blennow</surname><given-names>K.</given-names></name> <name><surname>Chen</surname><given-names>C.</given-names></name> <name><surname>Perry</surname><given-names>G.</given-names></name> <name><surname>Kim</surname><given-names>S. H.</given-names></name> <etal/></person-group>. (<year>2021a</year>). <article-title>The amyloid-&#x03B2; pathway in Alzheimer&#x2019;s disease</article-title>. <source>Mol. Psychiatry</source> <volume>26</volume>, <fpage>5481</fpage>&#x2013;<lpage>5503</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41380-021-01249-0</pub-id>, <pub-id pub-id-type="pmid">34456336</pub-id></mixed-citation></ref>
<ref id="ref27"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Hampel</surname><given-names>H.</given-names></name> <name><surname>Lista</surname><given-names>S.</given-names></name> <name><surname>Vanmechelen</surname><given-names>E.</given-names></name> <name><surname>Zetterberg</surname><given-names>H.</given-names></name> <name><surname>Giorgi</surname><given-names>F. S.</given-names></name> <name><surname>Galgani</surname><given-names>A.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>&#x03B2;-secretase1 biological markers for Alzheimer&#x2019;s disease: state-of-art of validation and qualification</article-title>. <source>Alzheimer&#x2019;s Res Ther</source> <volume>12</volume>:<fpage>130</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s13195-020-00686-3</pub-id></mixed-citation></ref>
<ref id="ref28"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Hampel</surname><given-names>H.</given-names></name> <name><surname>Vassar</surname><given-names>R.</given-names></name> <name><surname>De Strooper</surname><given-names>B.</given-names></name> <name><surname>Hardy</surname><given-names>J.</given-names></name> <name><surname>Willem</surname><given-names>M.</given-names></name> <name><surname>Singh</surname><given-names>N.</given-names></name> <etal/></person-group>. (<year>2021b</year>). <article-title>The &#x03B2;-secretase BACE1 in Alzheimer&#x2019;s disease</article-title>. <source>Biol. Psychiatry</source> <volume>89</volume>, <fpage>745</fpage>&#x2013;<lpage>756</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.biopsych.2020.02.001</pub-id>, <pub-id pub-id-type="pmid">32223911</pub-id></mixed-citation></ref>
<ref id="ref29"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Han</surname><given-names>Y.</given-names></name> <name><surname>Quan</surname><given-names>Z.</given-names></name> <name><surname>Tian</surname><given-names>M.</given-names></name> <name><surname>Wang</surname><given-names>R.</given-names></name> <name><surname>Guo</surname><given-names>D.</given-names></name> <name><surname>Zhang</surname><given-names>D.</given-names></name> <etal/></person-group>. (<year>2025</year>). <article-title>BACE1 inhibition via miR-6838-5p overexpression inhibits insulin resistance and the immune response in HFD-induced obesity in mice model</article-title>. <source>Immunopharmacol. Immunotoxicol.</source> <volume>47</volume>, <fpage>42</fpage>&#x2013;<lpage>52</lpage>. doi: <pub-id pub-id-type="doi">10.1080/08923973.2024.2430668</pub-id>, <pub-id pub-id-type="pmid">39604020</pub-id></mixed-citation></ref>
<ref id="ref30"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Im</surname><given-names>E.</given-names></name> <name><surname>Jiang</surname><given-names>Y.</given-names></name> <name><surname>Stavrides</surname><given-names>P. H.</given-names></name> <name><surname>Darji</surname><given-names>S.</given-names></name> <name><surname>Erdjument-Bromage</surname><given-names>H.</given-names></name> <name><surname>Neubert</surname><given-names>T. A.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Lysosomal dysfunction in down syndrome and Alzheimer mouse models is caused by v-ATPase inhibition by Tyr682-phosphorylated APP &#x03B2;CTF</article-title>. <source>Sci. Adv.</source> <volume>9</volume>:<fpage>eadg1925</fpage>. doi: <pub-id pub-id-type="doi">10.1126/sciadv.adg1925</pub-id>, <pub-id pub-id-type="pmid">37494443</pub-id></mixed-citation></ref>
<ref id="ref31"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Janson</surname><given-names>J.</given-names></name> <name><surname>Laedtke</surname><given-names>T.</given-names></name> <name><surname>Parisi</surname><given-names>J. E.</given-names></name> <name><surname>O'Brien</surname><given-names>P.</given-names></name> <name><surname>Petersen</surname><given-names>R. C.</given-names></name> <name><surname>Butler</surname><given-names>P. C.</given-names></name></person-group> (<year>2004</year>). <article-title>Increased risk of type 2 diabetes in Alzheimer disease</article-title>. <source>Diabetes</source> <volume>53</volume>, <fpage>474</fpage>&#x2013;<lpage>481</lpage>. doi: <pub-id pub-id-type="doi">10.2337/diabetes.53.2.474</pub-id>, <pub-id pub-id-type="pmid">14747300</pub-id></mixed-citation></ref>
<ref id="ref32"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Jantrapirom</surname><given-names>S.</given-names></name> <name><surname>Nimlamool</surname><given-names>W.</given-names></name> <name><surname>Chattipakorn</surname><given-names>N.</given-names></name> <name><surname>Chattipakorn</surname><given-names>S.</given-names></name> <name><surname>Temviriyanukul</surname><given-names>P.</given-names></name> <name><surname>Inthachat</surname><given-names>W.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Liraglutide suppresses tau hyperphosphorylation, amyloid beta accumulation through regulating neuronal insulin signaling and BACE-1 activity</article-title>. <source>Int. J. Mol. Sci.</source> <volume>21</volume>:<fpage>1725</fpage>. doi: <pub-id pub-id-type="doi">10.3390/ijms21051725</pub-id>, <pub-id pub-id-type="pmid">32138327</pub-id></mixed-citation></ref>
<ref id="ref33"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Jiang</surname><given-names>L. Y.</given-names></name> <name><surname>Tang</surname><given-names>S. S.</given-names></name> <name><surname>Wang</surname><given-names>X. Y.</given-names></name> <name><surname>Liu</surname><given-names>L. P.</given-names></name> <name><surname>Long</surname><given-names>Y.</given-names></name> <name><surname>Hu</surname><given-names>M.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>PPAR&#x03B3; agonist pioglitazone reverses memory impairment and biochemical changes in a mouse model of type 2 diabetes mellitus</article-title>. <source>CNS Neurosci. Ther.</source> <volume>18</volume>, <fpage>659</fpage>&#x2013;<lpage>666</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1755-5949.2012.00341.x</pub-id>, <pub-id pub-id-type="pmid">22620268</pub-id></mixed-citation></ref>
<ref id="ref34"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Jonsson</surname><given-names>T.</given-names></name> <name><surname>Atwal</surname><given-names>J. K.</given-names></name> <name><surname>Steinberg</surname><given-names>S.</given-names></name> <name><surname>Snaedal</surname><given-names>J.</given-names></name> <name><surname>Jonsson</surname><given-names>P. V.</given-names></name> <name><surname>Bjornsson</surname><given-names>S.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>A mutation in <italic>APP</italic> protects against Alzheimer&#x2019;s disease and age-related cognitive decline</article-title>. <source>Nature</source> <volume>488</volume>, <fpage>96</fpage>&#x2013;<lpage>99</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nature11283</pub-id>, <pub-id pub-id-type="pmid">22801501</pub-id></mixed-citation></ref>
<ref id="ref35"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kimura</surname><given-names>N.</given-names></name></person-group> (<year>2019</year>). <article-title>Type II diabetes mellitus accelerates age-dependent A&#x03B2; pathology in cynomolgus monkey brain</article-title>. <source>Adv. Exp. Med. Biol.</source> <volume>1128</volume>, <fpage>133</fpage>&#x2013;<lpage>145</lpage>. doi: <pub-id pub-id-type="doi">10.1007/978-981-13-3540-2_7</pub-id>, <pub-id pub-id-type="pmid">31062328</pub-id></mixed-citation></ref>
<ref id="ref36"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kwart</surname><given-names>D.</given-names></name> <name><surname>Gregg</surname><given-names>A.</given-names></name> <name><surname>Scheckel</surname><given-names>C.</given-names></name> <name><surname>Murphy</surname><given-names>E.</given-names></name> <name><surname>Paquet</surname><given-names>D.</given-names></name> <name><surname>Duffield</surname><given-names>M.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>A large panel of isogenic <italic>APP</italic> and <italic>PSEN1</italic> mutant human iPSC neurons reveals shared endosomal abnormalities mediated by APP &#x03B2;-CTFs, not A&#x03B2;</article-title>. <source>Neuron</source> <volume>104</volume>, <fpage>256</fpage>&#x2013;<lpage>270</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.neuron.2019.07.010</pub-id></mixed-citation></ref>
<ref id="ref37"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Lee</surname><given-names>H. J.</given-names></name> <name><surname>Ryu</surname><given-names>J. M.</given-names></name> <name><surname>Jung</surname><given-names>Y. H.</given-names></name> <name><surname>Lee</surname><given-names>S. J.</given-names></name> <name><surname>Kim</surname><given-names>J. Y.</given-names></name> <name><surname>Lee</surname><given-names>S. H.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>High glucose upregulates BACE1-mediated A&#x03B2; production through ROS-dependent HIF-1&#x03B1; and LXR&#x03B1;/ABCA1-regulated lipid raft reorganization in SK-N-MC cells</article-title>. <source>Sci. Rep.</source> <volume>6</volume>:<fpage>36746</fpage>. doi: <pub-id pub-id-type="doi">10.1038/srep36746</pub-id>, <pub-id pub-id-type="pmid">27829662</pub-id></mixed-citation></ref>
<ref id="ref38"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Lee</surname><given-names>J. H.</given-names></name> <name><surname>Yang</surname><given-names>D. S.</given-names></name> <name><surname>Goulbourne</surname><given-names>C. N.</given-names></name> <name><surname>Im</surname><given-names>E.</given-names></name> <name><surname>Stavrides</surname><given-names>P.</given-names></name> <name><surname>Pensalfini</surname><given-names>A.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Faulty autolysosome acidification in Alzheimer&#x2019;s disease mouse models induces autophagic build-up of A&#x03B2; in neurons, yielding senile plaques</article-title>. <source>Nat. Neurosci.</source> <volume>25</volume>, <fpage>688</fpage>&#x2013;<lpage>701</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41593-022-01084-8</pub-id>, <pub-id pub-id-type="pmid">35654956</pub-id></mixed-citation></ref>
<ref id="ref39"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Lin</surname><given-names>T.</given-names></name> <name><surname>Liang</surname><given-names>T.</given-names></name> <name><surname>Shen</surname><given-names>Y.</given-names></name> <name><surname>Gao</surname><given-names>F.</given-names></name></person-group> (<year>2025</year>). <article-title>BACE1 inhibition protects against type 2 diabetes mellitus by restoring insulin receptor in mice</article-title>. <source>Int. J. Mol. Sci.</source> <volume>26</volume>:<fpage>5100</fpage>. doi: <pub-id pub-id-type="doi">10.3390/ijms26115100</pub-id>, <pub-id pub-id-type="pmid">40507910</pub-id></mixed-citation></ref>
<ref id="ref40"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Martiskainen</surname><given-names>H.</given-names></name> <name><surname>Herukka</surname><given-names>S. K.</given-names></name> <name><surname>Stan&#x010D;&#x00E1;kov&#x00E1;</surname><given-names>A.</given-names></name> <name><surname>Paananen</surname><given-names>J.</given-names></name> <name><surname>Soininen</surname><given-names>H.</given-names></name> <name><surname>Kuusisto</surname><given-names>J.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>Decreased plasma &#x03B2;-amyloid in the Alzheimer&#x2019;s disease APP A673T variant carriers</article-title>. <source>Ann. Neurol.</source> <volume>82</volume>, <fpage>128</fpage>&#x2013;<lpage>132</lpage>. doi: <pub-id pub-id-type="doi">10.1002/ana.24969</pub-id>, <pub-id pub-id-type="pmid">28556232</pub-id></mixed-citation></ref>
<ref id="ref41"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Marwarha</surname><given-names>G.</given-names></name> <name><surname>Ghribi</surname><given-names>O.</given-names></name></person-group> (<year>2012</year>). <article-title>Leptin signaling and Alzheimer&#x2019;s disease</article-title>. <source>Am. J. Neurodegener. Dis.</source> <volume>1</volume>, <fpage>245</fpage>&#x2013;<lpage>265</lpage>, <pub-id pub-id-type="pmid">23383396</pub-id></mixed-citation></ref>
<ref id="ref42"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>McDade</surname><given-names>E.</given-names></name> <name><surname>Voytyuk</surname><given-names>I.</given-names></name> <name><surname>Aisen</surname><given-names>P.</given-names></name> <name><surname>Bateman</surname><given-names>R. J.</given-names></name> <name><surname>Carrillo</surname><given-names>M. C.</given-names></name> <name><surname>De Strooper</surname><given-names>B.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>The case for low-level BACE1 inhibition for the prevention of Alzheimer disease</article-title>. <source>Nat. Rev. Neurol.</source> <volume>17</volume>, <fpage>703</fpage>&#x2013;<lpage>714</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41582-021-00545-1</pub-id>, <pub-id pub-id-type="pmid">34548654</pub-id></mixed-citation></ref>
<ref id="ref43"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Meakin</surname><given-names>P. J.</given-names></name> <name><surname>Harper</surname><given-names>A. J.</given-names></name> <name><surname>Hamilton</surname><given-names>D. L.</given-names></name> <name><surname>Gallagher</surname><given-names>J.</given-names></name> <name><surname>McNeilly</surname><given-names>A. D.</given-names></name> <name><surname>Burgess</surname><given-names>L. A.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>Reduction in BACE1 decreases body weight, protects against diet-induced obesity and enhances insulin sensitivity in mice</article-title>. <source>Biochem. J.</source> <volume>441</volume>, <fpage>285</fpage>&#x2013;<lpage>296</lpage>. doi: <pub-id pub-id-type="doi">10.1042/BJ20110512</pub-id>, <pub-id pub-id-type="pmid">21880018</pub-id></mixed-citation></ref>
<ref id="ref44"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Meakin</surname><given-names>P. J.</given-names></name> <name><surname>Jalicy</surname><given-names>S. M.</given-names></name> <name><surname>Montagut</surname><given-names>G.</given-names></name> <name><surname>Allsop</surname><given-names>D. J. P.</given-names></name> <name><surname>Cavellini</surname><given-names>D. L.</given-names></name> <name><surname>Irvine</surname><given-names>S. W.</given-names></name> <etal/></person-group>. (<year>2018b</year>). <article-title>Bace1-dependent amyloid processing regulates hypothalamic leptin sensitivity in obese mice</article-title>. <source>Sci. Rep.</source> <volume>8</volume>:<fpage>55</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41598-017-18388-6</pub-id>, <pub-id pub-id-type="pmid">29311632</pub-id></mixed-citation></ref>
<ref id="ref45"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Meakin</surname><given-names>P. J.</given-names></name> <name><surname>Mezzapesa</surname><given-names>A.</given-names></name> <name><surname>Benabou</surname><given-names>E.</given-names></name> <name><surname>Haas</surname><given-names>M. E.</given-names></name> <name><surname>Bonardo</surname><given-names>B.</given-names></name> <name><surname>Grino</surname><given-names>M.</given-names></name> <etal/></person-group>. (<year>2018a</year>). <article-title>The beta secretase BACE1 regulates the expression of insulin receptor in the liver</article-title>. <source>Nat. Commun.</source> <volume>9</volume>:<fpage>1306</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41467-018-03755-2</pub-id>, <pub-id pub-id-type="pmid">29610518</pub-id></mixed-citation></ref>
<ref id="ref46"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Moloney</surname><given-names>A. M.</given-names></name> <name><surname>Griffin</surname><given-names>R. J.</given-names></name> <name><surname>Timmons</surname><given-names>S.</given-names></name> <name><surname>O'Connor</surname><given-names>R.</given-names></name> <name><surname>Ravid</surname><given-names>R.</given-names></name> <name><surname>O'Neill</surname><given-names>C.</given-names></name></person-group> (<year>2010</year>). <article-title>Defects in IGF-1 receptor, insulin receptor and IRS-1/2 in Alzheimer&#x2019;s disease indicate possible resistance to IGF-1 and insulin signalling</article-title>. <source>Neurobiol. Aging</source> <volume>31</volume>, <fpage>224</fpage>&#x2013;<lpage>243</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.neurobiolaging.2008.04.002</pub-id>, <pub-id pub-id-type="pmid">18479783</pub-id></mixed-citation></ref>
<ref id="ref47"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Naidu</surname><given-names>A.</given-names></name> <name><surname>Silverglate</surname><given-names>B.</given-names></name> <name><surname>Silverglate</surname><given-names>M.</given-names></name> <name><surname>Grossberg</surname><given-names>G. T.</given-names></name></person-group> (<year>2025</year>). <article-title>Safety concerns associated with BACE1 inhibitors - past, present, and future</article-title>. <source>Expert Opin. Drug Saf.</source> <volume>24</volume>, <fpage>767</fpage>&#x2013;<lpage>772</lpage>. doi: <pub-id pub-id-type="doi">10.1080/14740338.2025.2467811</pub-id>, <pub-id pub-id-type="pmid">39948713</pub-id></mixed-citation></ref>
<ref id="ref48"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Natale</surname><given-names>F.</given-names></name> <name><surname>Spinelli</surname><given-names>M.</given-names></name> <name><surname>Rinaudo</surname><given-names>M.</given-names></name> <name><surname>Cocco</surname><given-names>S.</given-names></name> <name><surname>Nifo Sarrapochiello</surname><given-names>I.</given-names></name> <name><surname>Fusco</surname><given-names>S.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Maternal high fat diet anticipates the AD-like phenotype in 3xTg-AD mice by epigenetic dysregulation of A&#x03B2; metabolism</article-title>. <source>Cells</source> <volume>12</volume>:<fpage>220</fpage>. doi: <pub-id pub-id-type="doi">10.3390/cells12020220</pub-id>, <pub-id pub-id-type="pmid">36672155</pub-id></mixed-citation></ref>
<ref id="ref49"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Nixon</surname><given-names>R. A.</given-names></name></person-group> (<year>2017</year>). <article-title>Amyloid precursor protein and endosomal-lysosomal dysfunction in Alzheimer&#x2019;s disease: inseparable partners in a multifactorial disease</article-title>. <source>FASEB J.</source> <volume>31</volume>, <fpage>2729</fpage>&#x2013;<lpage>2743</lpage>. doi: <pub-id pub-id-type="doi">10.1096/fj.201700359</pub-id>, <pub-id pub-id-type="pmid">28663518</pub-id></mixed-citation></ref>
<ref id="ref50"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ohno</surname><given-names>M.</given-names></name></person-group> (<year>2014</year>). <article-title>Roles of eIF2&#x03B1; kinases in the pathogenesis of Alzheimer&#x2019;s disease</article-title>. <source>Front. Mol. Neurosci.</source> <volume>7</volume>:<fpage>22</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fnmol.2014.00022</pub-id>, <pub-id pub-id-type="pmid">24795560</pub-id></mixed-citation></ref>
<ref id="ref51"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ohno</surname><given-names>M.</given-names></name></person-group> (<year>2016</year>). <article-title>Alzheimer&#x2019;s therapy targeting the &#x03B2;-secretase enzyme BACE1: benefits and potential limitations from the perspective of animal model studies</article-title>. <source>Brain Res. Bull.</source> <volume>126</volume>, <fpage>183</fpage>&#x2013;<lpage>198</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.brainresbull.2016.04.007</pub-id>, <pub-id pub-id-type="pmid">27093940</pub-id></mixed-citation></ref>
<ref id="ref52"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ohno</surname><given-names>M.</given-names></name></person-group> (<year>2018</year>). <article-title>PERK as a hub of multiple pathogenic pathways leading to memory deficits and neurodegeneration in Alzheimer&#x2019;s disease</article-title>. <source>Brain Res. Bull.</source> <volume>141</volume>, <fpage>72</fpage>&#x2013;<lpage>78</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.brainresbull.2017.08.007</pub-id>, <pub-id pub-id-type="pmid">28804008</pub-id></mixed-citation></ref>
<ref id="ref53"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ohno</surname><given-names>M.</given-names></name></person-group> (<year>2023</year>). <article-title>Accelerated long-term forgetting: a sensitive paradigm for detecting subtle cognitive impairment and evaluating BACE1 inhibitor efficacy in preclinical Alzheimer&#x2019;s disease</article-title>. <source>Front. Dement.</source> <volume>2</volume>:<fpage>1161875</fpage>. doi: <pub-id pub-id-type="doi">10.3389/frdem.2023.1161875</pub-id>, <pub-id pub-id-type="pmid">39081986</pub-id></mixed-citation></ref>
<ref id="ref54"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ohno</surname><given-names>M.</given-names></name></person-group> (<year>2024</year>). <article-title>A strategy for allowing earlier diagnosis and rigorous evaluation of BACE1 inhibitors in preclinical Alzheimer&#x2019;s disease</article-title>. <source>J Alzheimer&#x2019;s Dis</source> <volume>99</volume>, <fpage>431</fpage>&#x2013;<lpage>445</lpage>. doi: <pub-id pub-id-type="doi">10.3233/JAD-231451</pub-id>, <pub-id pub-id-type="pmid">38701146</pub-id></mixed-citation></ref>
<ref id="ref55"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ohno</surname><given-names>M.</given-names></name></person-group> (<year>2025</year>). <article-title>BACE1 as an early biomarker and its relevance to risk factors for Alzheimer&#x2019;s disease</article-title>. <source>Brain Res. Bull.</source> <volume>230</volume>:<fpage>111475</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.brainresbull.2025.111475</pub-id>, <pub-id pub-id-type="pmid">40706761</pub-id></mixed-citation></ref>
<ref id="ref56"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Okabayashi</surname><given-names>S.</given-names></name> <name><surname>Shimozawa</surname><given-names>N.</given-names></name> <name><surname>Yasutomi</surname><given-names>Y.</given-names></name> <name><surname>Yanagisawa</surname><given-names>K.</given-names></name> <name><surname>Kimura</surname><given-names>N.</given-names></name></person-group> (<year>2015</year>). <article-title>Diabetes mellitus accelerates A&#x03B2; pathology in brain accompanied by enhanced GA&#x03B2; generation in nonhuman primates</article-title>. <source>PLoS One</source> <volume>10</volume>:<fpage>e0117362</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0117362</pub-id>, <pub-id pub-id-type="pmid">25675436</pub-id></mixed-citation></ref>
<ref id="ref57"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ou-Yang</surname><given-names>M. H.</given-names></name> <name><surname>Kurz</surname><given-names>J. E.</given-names></name> <name><surname>Nomura</surname><given-names>T.</given-names></name> <name><surname>Popovic</surname><given-names>J.</given-names></name> <name><surname>Rajapaksha</surname><given-names>T. W.</given-names></name> <name><surname>Dong</surname><given-names>H.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>Axonal organization defects in the hippocampus of adult conditional BACE1 knockout mice</article-title>. <source>Sci. Transl. Med.</source> <volume>10</volume>:<fpage>eaao5620</fpage>. doi: <pub-id pub-id-type="doi">10.1126/scitranslmed.aao5620</pub-id>, <pub-id pub-id-type="pmid">30232227</pub-id></mixed-citation></ref>
<ref id="ref58"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Pratsch</surname><given-names>K.</given-names></name> <name><surname>Unemura</surname><given-names>C.</given-names></name> <name><surname>Ito</surname><given-names>M.</given-names></name> <name><surname>Lichtenthaler</surname><given-names>S. F.</given-names></name> <name><surname>Horiguchi</surname><given-names>N.</given-names></name> <name><surname>Herms</surname><given-names>J.</given-names></name></person-group> (<year>2023</year>). <article-title>New highly selective BACE1 inhibitors and their effects on dendritic spine density in vivo</article-title>. <source>Int. J. Mol. Sci.</source> <volume>24</volume>:<fpage>12283</fpage>. doi: <pub-id pub-id-type="doi">10.3390/ijms241512283</pub-id>, <pub-id pub-id-type="pmid">37569661</pub-id></mixed-citation></ref>
<ref id="ref59"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Pulina</surname><given-names>M. V.</given-names></name> <name><surname>Hopkins</surname><given-names>M.</given-names></name> <name><surname>Haroutunian</surname><given-names>V.</given-names></name> <name><surname>Greengard</surname><given-names>P.</given-names></name> <name><surname>Bustos</surname><given-names>V.</given-names></name></person-group> (<year>2020</year>). <article-title>C99 selectively accumulates in vulnerable neurons in Alzheimer&#x2019;s disease</article-title>. <source>Alzheimers Dement.</source> <volume>16</volume>, <fpage>273</fpage>&#x2013;<lpage>282</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jalz.2019.09.002</pub-id>, <pub-id pub-id-type="pmid">31677937</pub-id></mixed-citation></ref>
<ref id="ref60"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Rafii</surname><given-names>M. S.</given-names></name> <name><surname>Aisen</surname><given-names>P. S.</given-names></name></person-group> (<year>2023</year>). <article-title>Detection and treatment of Alzheimer&#x2019;s disease in its preclinical stage</article-title>. <source>Nat Aging</source> <volume>3</volume>, <fpage>520</fpage>&#x2013;<lpage>531</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s43587-023-00410-4</pub-id>, <pub-id pub-id-type="pmid">37202518</pub-id></mixed-citation></ref>
<ref id="ref61"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Rafii</surname><given-names>M. S.</given-names></name> <name><surname>Aisen</surname><given-names>P. S.</given-names></name></person-group> (<year>2025</year>). <article-title>Amyloid-lowering immunotherapies for Alzheimer disease: current status and future directions</article-title>. <source>Nat. Rev. Neurol.</source> <volume>21</volume>, <fpage>490</fpage>&#x2013;<lpage>498</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41582-025-01123-5</pub-id>, <pub-id pub-id-type="pmid">40691719</pub-id></mixed-citation></ref>
<ref id="ref62"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Rajasekar</surname><given-names>N.</given-names></name> <name><surname>Nath</surname><given-names>C.</given-names></name> <name><surname>Hanif</surname><given-names>K.</given-names></name> <name><surname>Shukla</surname><given-names>R.</given-names></name></person-group> (<year>2017</year>). <article-title>Intranasal insulin administration ameliorates streptozotocin (ICV)-induced insulin receptor dysfunction, neuroinflammation, amyloidogenesis, and memory impairment in rats</article-title>. <source>Mol. Neurobiol.</source> <volume>54</volume>, <fpage>6507</fpage>&#x2013;<lpage>6522</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s12035-016-0169-8</pub-id>, <pub-id pub-id-type="pmid">27730514</pub-id></mixed-citation></ref>
<ref id="ref63"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Rezaei</surname><given-names>M. H.</given-names></name> <name><surname>Madadizadeh</surname><given-names>E.</given-names></name> <name><surname>Aminaei</surname><given-names>M.</given-names></name> <name><surname>Abbaspoor</surname><given-names>M.</given-names></name> <name><surname>Schierbauer</surname><given-names>J.</given-names></name> <name><surname>Moser</surname><given-names>O.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Leptin signaling could mediate hippocampal decumulation of beta-amyloid and tau induced by high-intensity interval training in rats with type 2 diabetes</article-title>. <source>Cell. Mol. Neurobiol.</source> <volume>43</volume>, <fpage>3465</fpage>&#x2013;<lpage>3478</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10571-023-01357-1</pub-id>, <pub-id pub-id-type="pmid">37378849</pub-id></mixed-citation></ref>
<ref id="ref64"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Rhea</surname><given-names>E. M.</given-names></name> <name><surname>Banks</surname><given-names>W. A.</given-names></name> <name><surname>Raber</surname><given-names>J.</given-names></name></person-group> (<year>2022</year>). <article-title>Insulin resistance in peripheral tissues and the brain: a tale of two sites</article-title>. <source>Biomedicine</source> <volume>10</volume>:<fpage>1582</fpage>. doi: <pub-id pub-id-type="doi">10.3390/biomedicines10071582</pub-id>, <pub-id pub-id-type="pmid">35884888</pub-id></mixed-citation></ref>
<ref id="ref65"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Sadleir</surname><given-names>K. R.</given-names></name> <name><surname>Kandalepas</surname><given-names>P. C.</given-names></name> <name><surname>Buggia-Pr&#x00E9;vot</surname><given-names>V.</given-names></name> <name><surname>Nicholson</surname><given-names>D. A.</given-names></name> <name><surname>Thinakaran</surname><given-names>G.</given-names></name> <name><surname>Vassar</surname><given-names>R.</given-names></name></person-group> (<year>2016</year>). <article-title>Presynaptic dystrophic neurites surrounding amyloid plaques are sites of microtubule disruption, BACE1 elevation, and increased A&#x03B2; generation in Alzheimer&#x2019;s disease</article-title>. <source>Acta Neuropathol.</source> <volume>132</volume>, <fpage>235</fpage>&#x2013;<lpage>256</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00401-016-1558-9</pub-id>, <pub-id pub-id-type="pmid">26993139</pub-id></mixed-citation></ref>
<ref id="ref66"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Santos</surname><given-names>D. B.</given-names></name> <name><surname>Colle</surname><given-names>D.</given-names></name> <name><surname>Moreira</surname><given-names>E. L. G.</given-names></name> <name><surname>Peres</surname><given-names>K. C.</given-names></name> <name><surname>Ribeiro</surname><given-names>R. P.</given-names></name> <name><surname>Dos Santos</surname><given-names>A. A.</given-names></name> <etal/></person-group>. (<year>2015</year>). <article-title>Probucol mitigates streptozotocin-induced cognitive and biochemical changes in mice</article-title>. <source>Neuroscience</source> <volume>284</volume>, <fpage>590</fpage>&#x2013;<lpage>600</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.neuroscience.2014.10.019</pub-id>, <pub-id pub-id-type="pmid">25453776</pub-id></mixed-citation></ref>
<ref id="ref67"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Satir</surname><given-names>T. M.</given-names></name> <name><surname>Agholme</surname><given-names>L.</given-names></name> <name><surname>Karlsson</surname><given-names>A.</given-names></name> <name><surname>Karlsson</surname><given-names>M.</given-names></name> <name><surname>Karila</surname><given-names>P.</given-names></name> <name><surname>Illes</surname><given-names>S.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Partial reduction of amyloid &#x03B2; production by &#x03B2;-secretase inhibitors does not decrease synaptic transmission</article-title>. <source>Alzheimer&#x2019;s Res Ther</source> <volume>12</volume>:<fpage>63</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s13195-020-00635-0</pub-id>, <pub-id pub-id-type="pmid">32456694</pub-id></mixed-citation></ref>
<ref id="ref68"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Sims</surname><given-names>J. R.</given-names></name> <name><surname>Zimmer</surname><given-names>J. A.</given-names></name> <name><surname>Evans</surname><given-names>C. D.</given-names></name> <name><surname>Lu</surname><given-names>M.</given-names></name> <name><surname>Ardayfio</surname><given-names>P.</given-names></name> <name><surname>Sparks</surname><given-names>J.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Donanemab in early symptomatic Alzheimer disease: the TRAILBLAZER-ALZ 2 randomized clinical trial</article-title>. <source>JAMA</source> <volume>330</volume>, <fpage>512</fpage>&#x2013;<lpage>527</lpage>. doi: <pub-id pub-id-type="doi">10.1001/jama.2023.13239</pub-id>, <pub-id pub-id-type="pmid">37459141</pub-id></mixed-citation></ref>
<ref id="ref69"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Sullivan</surname><given-names>J. M.</given-names></name> <name><surname>Alousi</surname><given-names>S. S.</given-names></name> <name><surname>Hikade</surname><given-names>K. R.</given-names></name> <name><surname>Bahu</surname><given-names>N. J.</given-names></name> <name><surname>Rafols</surname><given-names>J. A.</given-names></name> <name><surname>Krause</surname><given-names>G. S.</given-names></name> <etal/></person-group>. (<year>1999</year>). <article-title>Insulin induces dephosphorylation of eukaryotic initiation factor 2&#x03B1; and restores protein synthesis in vulnerable hippocampal neurons after transient brain ischemia</article-title>. <source>J. Cereb. Blood Flow Metab.</source> <volume>19</volume>, <fpage>1010</fpage>&#x2013;<lpage>1019</lpage>. doi: <pub-id pub-id-type="doi">10.1097/00004647-199909000-00009</pub-id>, <pub-id pub-id-type="pmid">10478653</pub-id></mixed-citation></ref>
<ref id="ref70"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Tariot</surname><given-names>P. N.</given-names></name> <name><surname>Riviere</surname><given-names>M. E.</given-names></name> <name><surname>Salloway</surname><given-names>S.</given-names></name> <name><surname>Burns</surname><given-names>J. M.</given-names></name> <name><surname>Snaedal</surname><given-names>J. G.</given-names></name> <name><surname>Borowsky</surname><given-names>B.</given-names></name> <etal/></person-group>. (<year>2024</year>). <article-title>Reversibility of cognitive worsening observed with BACE inhibitor umibecestat in the Alzheimer&#x2019;s prevention initiative (API) generation studies</article-title>. <source>Alzheimers Dement.</source> <volume>20</volume>, <fpage>7745</fpage>&#x2013;<lpage>7761</lpage>. doi: <pub-id pub-id-type="doi">10.1002/alz.14237</pub-id>, <pub-id pub-id-type="pmid">39320017</pub-id></mixed-citation></ref>
<ref id="ref71"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Taylor</surname><given-names>H. A.</given-names></name> <name><surname>Przemylska</surname><given-names>L.</given-names></name> <name><surname>Clavane</surname><given-names>E. M.</given-names></name> <name><surname>Meakin</surname><given-names>P. J.</given-names></name></person-group> (<year>2022</year>). <article-title>BACE1: more than just a &#x03B2;-Secretase</article-title>. <source>Obes. Rev.</source> <volume>23</volume>:<fpage>e13430</fpage>. doi: <pub-id pub-id-type="doi">10.1111/obr.13430</pub-id>, <pub-id pub-id-type="pmid">35119166</pub-id></mixed-citation></ref>
<ref id="ref72"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Tian</surname><given-names>S.</given-names></name> <name><surname>Huang</surname><given-names>R.</given-names></name> <name><surname>Guo</surname><given-names>D.</given-names></name> <name><surname>Lin</surname><given-names>H.</given-names></name> <name><surname>Wang</surname><given-names>J.</given-names></name> <name><surname>An</surname><given-names>K.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Associations of plasma BACE1 level and BACE1 C786G gene polymorphism with cognitive functions in patients with type 2 diabetes: a cross- sectional study</article-title>. <source>Curr. Alzheimer Res.</source> <volume>17</volume>, <fpage>355</fpage>&#x2013;<lpage>364</lpage>. doi: <pub-id pub-id-type="doi">10.2174/1567205017666200522210957</pub-id>, <pub-id pub-id-type="pmid">32442083</pub-id></mixed-citation></ref>
<ref id="ref73"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Townsend</surname><given-names>M.</given-names></name> <name><surname>Mehta</surname><given-names>T.</given-names></name> <name><surname>Selkoe</surname><given-names>D. J.</given-names></name></person-group> (<year>2007</year>). <article-title>Soluble A&#x03B2; inhibits specific signal transduction cascades common to the insulin receptor pathway</article-title>. <source>J. Biol. Chem.</source> <volume>282</volume>, <fpage>33305</fpage>&#x2013;<lpage>33312</lpage>. doi: <pub-id pub-id-type="doi">10.1074/jbc.M610390200</pub-id>, <pub-id pub-id-type="pmid">17855343</pub-id></mixed-citation></ref>
<ref id="ref74"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>van Arendonk</surname><given-names>J.</given-names></name> <name><surname>Neitzel</surname><given-names>J.</given-names></name> <name><surname>Steketee</surname><given-names>R. M. E.</given-names></name> <name><surname>van Assema</surname><given-names>D. M. E.</given-names></name> <name><surname>Vrooman</surname><given-names>H. A.</given-names></name> <name><surname>Segbers</surname><given-names>M.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Diabetes and hypertension are related to amyloid-beta burden in the population-based Rotterdam study</article-title>. <source>Brain</source> <volume>146</volume>, <fpage>337</fpage>&#x2013;<lpage>348</lpage>. doi: <pub-id pub-id-type="doi">10.1093/brain/awac354</pub-id>, <pub-id pub-id-type="pmid">36374264</pub-id></mixed-citation></ref>
<ref id="ref75"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>van Dyck</surname><given-names>C. H.</given-names></name> <name><surname>Swanson</surname><given-names>C. J.</given-names></name> <name><surname>Aisen</surname><given-names>P.</given-names></name> <name><surname>Bateman</surname><given-names>R. J.</given-names></name> <name><surname>Chen</surname><given-names>C.</given-names></name> <name><surname>Gee</surname><given-names>M.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Lecanemab in early Alzheimer&#x2019;s disease</article-title>. <source>N. Engl. J. Med.</source> <volume>388</volume>, <fpage>9</fpage>&#x2013;<lpage>21</lpage>. doi: <pub-id pub-id-type="doi">10.1056/NEJMoa2212948</pub-id>, <pub-id pub-id-type="pmid">36449413</pub-id></mixed-citation></ref>
<ref id="ref76"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Vassar</surname><given-names>R.</given-names></name></person-group> (<year>2019</year>). <article-title>Adult conditional BACE1 knockout mice exhibit axonal organization defects in the hippocampus: implications for BACE1 inhibitor clinical trials</article-title>. <source>J. Prev Alzheimers Dis.</source> <volume>6</volume>, <fpage>78</fpage>&#x2013;<lpage>84</lpage>. doi: <pub-id pub-id-type="doi">10.14283/jpad.2019.3</pub-id>, <pub-id pub-id-type="pmid">30756113</pub-id></mixed-citation></ref>
<ref id="ref77"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Villemagne</surname><given-names>V. L.</given-names></name> <name><surname>Burnham</surname><given-names>S.</given-names></name> <name><surname>Bourgeat</surname><given-names>P.</given-names></name> <name><surname>Brown</surname><given-names>B.</given-names></name> <name><surname>Ellis</surname><given-names>K. A.</given-names></name> <name><surname>Salvado</surname><given-names>O.</given-names></name> <etal/></person-group>. (<year>2013</year>). <article-title>Amyloid &#x03B2; deposition, neurodegeneration, and cognitive decline in sporadic Alzheimer&#x2019;s disease: a prospective cohort study</article-title>. <source>Lancet Neurol.</source> <volume>12</volume>, <fpage>357</fpage>&#x2013;<lpage>367</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S1474-4422(13)70044-9</pub-id>, <pub-id pub-id-type="pmid">23477989</pub-id></mixed-citation></ref>
<ref id="ref78"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname><given-names>X.</given-names></name> <name><surname>Zheng</surname><given-names>W.</given-names></name> <name><surname>Xie</surname><given-names>J. W.</given-names></name> <name><surname>Wang</surname><given-names>T.</given-names></name> <name><surname>Wang</surname><given-names>S. L.</given-names></name> <name><surname>Teng</surname><given-names>W. P.</given-names></name> <etal/></person-group>. (<year>2010</year>). <article-title>Insulin deficiency exacerbates cerebral amyloidosis and behavioral deficits in an Alzheimer transgenic mouse model</article-title>. <source>Mol. Neurodegener.</source> <volume>5</volume>:<fpage>46</fpage>. doi: <pub-id pub-id-type="doi">10.1186/1750-1326-5-46</pub-id>, <pub-id pub-id-type="pmid">21044348</pub-id></mixed-citation></ref>
<ref id="ref79"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Yu</surname><given-names>C. J.</given-names></name> <name><surname>Liu</surname><given-names>W.</given-names></name> <name><surname>Chen</surname><given-names>H. Y.</given-names></name> <name><surname>Wang</surname><given-names>L.</given-names></name> <name><surname>Zhang</surname><given-names>Z. R.</given-names></name></person-group> (<year>2014</year>). <article-title>BACE1 RNA interference improves spatial memory and attenuates A&#x03B2; burden in a streptozotocin-induced tau hyperphosphorylated rat model</article-title>. <source>Cell Biochem. Funct.</source> <volume>32</volume>, <fpage>590</fpage>&#x2013;<lpage>596</lpage>. doi: <pub-id pub-id-type="doi">10.1002/cbf.3055</pub-id>, <pub-id pub-id-type="pmid">25230339</pub-id></mixed-citation></ref>
<ref id="ref80"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname><given-names>X.-M.</given-names></name> <name><surname>Cai</surname><given-names>Y.</given-names></name> <name><surname>Xiong</surname><given-names>K.</given-names></name> <name><surname>Cai</surname><given-names>H.</given-names></name> <name><surname>Luo</surname><given-names>X.-G.</given-names></name> <name><surname>Feng</surname><given-names>J.-C.</given-names></name> <etal/></person-group>. (<year>2009</year>). <article-title>&#x03B2;-Secretase-1 elevation in transgenic mouse models of Alzheimer&#x2019;s disease is associated with synaptic/axonal pathology and amyloidogenesis: implications for neuritic plaque development</article-title>. <source>Eur. J. Neurosci.</source> <volume>30</volume>, <fpage>2271</fpage>&#x2013;<lpage>2283</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1460-9568.2009.07017.x</pub-id>, <pub-id pub-id-type="pmid">20092570</pub-id></mixed-citation></ref>
<ref id="ref81"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname><given-names>Y.</given-names></name> <name><surname>Chen</surname><given-names>H.</given-names></name> <name><surname>Feng</surname><given-names>Y.</given-names></name> <name><surname>Liu</surname><given-names>M.</given-names></name> <name><surname>Lu</surname><given-names>Z.</given-names></name> <name><surname>Hu</surname><given-names>B.</given-names></name> <etal/></person-group>. (<year>2025</year>). <article-title>Activation of AMPK by GLP-1R agonists mitigates Alzheimer-related phenotypes in transgenic mice</article-title>. <source>Nat Aging</source> <volume>5</volume>, <fpage>1097</fpage>&#x2013;<lpage>1113</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s43587-025-00869-3</pub-id>, <pub-id pub-id-type="pmid">40394225</pub-id></mixed-citation></ref>
<ref id="ref82"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname><given-names>T.</given-names></name> <name><surname>Pan</surname><given-names>B. S.</given-names></name> <name><surname>Zhao</surname><given-names>B.</given-names></name> <name><surname>Zhang</surname><given-names>L. M.</given-names></name> <name><surname>Huang</surname><given-names>Y. L.</given-names></name> <name><surname>Sun</surname><given-names>F. Y.</given-names></name></person-group> (<year>2009</year>). <article-title>Exacerbation of poststroke dementia by type 2 diabetes is associated with synergistic increases of beta-secretase activation and beta-amyloid generation in rat brains</article-title>. <source>Neuroscience</source> <volume>161</volume>, <fpage>1045</fpage>&#x2013;<lpage>1056</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.neuroscience.2009.04.032</pub-id>, <pub-id pub-id-type="pmid">19376202</pub-id></mixed-citation></ref>
<ref id="ref83"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Zhao</surname><given-names>W. Q.</given-names></name> <name><surname>De Felice</surname><given-names>F. G.</given-names></name> <name><surname>Fernandez</surname><given-names>S.</given-names></name> <name><surname>Chen</surname><given-names>H.</given-names></name> <name><surname>Lambert</surname><given-names>M. P.</given-names></name> <name><surname>Quon</surname><given-names>M. J.</given-names></name> <etal/></person-group>. (<year>2008</year>). <article-title>Amyloid &#x03B2; oligomers induce impairment of neuronal insulin receptors</article-title>. <source>FASEB J.</source> <volume>22</volume>, <fpage>246</fpage>&#x2013;<lpage>260</lpage>. doi: <pub-id pub-id-type="doi">10.1096/fj.06-7703com</pub-id>, <pub-id pub-id-type="pmid">17720802</pub-id></mixed-citation></ref>
<ref id="ref84"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Zhao</surname><given-names>J.</given-names></name> <name><surname>Fu</surname><given-names>Y.</given-names></name> <name><surname>Yasvoina</surname><given-names>M.</given-names></name> <name><surname>Shao</surname><given-names>P.</given-names></name> <name><surname>Hitt</surname><given-names>B.</given-names></name> <name><surname>O'Connor</surname><given-names>T.</given-names></name> <etal/></person-group>. (<year>2007</year>). <article-title>&#x03B2;-Site amyloid precursor protein cleaving enzyme 1 levels become elevated in neurons around amyloid plaques: implications for Alzheimer&#x2019;s disease pathogenesis</article-title>. <source>J. Neurosci.</source> <volume>27</volume>, <fpage>3639</fpage>&#x2013;<lpage>3649</lpage>. doi: <pub-id pub-id-type="doi">10.1523/JNEUROSCI.4396-06.2007</pub-id>, <pub-id pub-id-type="pmid">17409228</pub-id></mixed-citation></ref>
<ref id="ref85"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Zhao</surname><given-names>W. Q.</given-names></name> <name><surname>Lacor</surname><given-names>P. N.</given-names></name> <name><surname>Chen</surname><given-names>H.</given-names></name> <name><surname>Lambert</surname><given-names>M. P.</given-names></name> <name><surname>Quon</surname><given-names>M. J.</given-names></name> <name><surname>Krafft</surname><given-names>G. A.</given-names></name> <etal/></person-group>. (<year>2009</year>). <article-title>Insulin receptor dysfunction impairs cellular clearance of neurotoxic oligomeric A&#x03B2;</article-title>. <source>J. Biol. Chem.</source> <volume>284</volume>, <fpage>18742</fpage>&#x2013;<lpage>18753</lpage>. doi: <pub-id pub-id-type="doi">10.1074/jbc.M109.011015</pub-id>, <pub-id pub-id-type="pmid">19406747</pub-id></mixed-citation></ref>
<ref id="ref86"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Zhao</surname><given-names>W. Q.</given-names></name> <name><surname>Townsend</surname><given-names>M.</given-names></name></person-group> (<year>2009</year>). <article-title>Insulin resistance and amyloidogenesis as common molecular foundation for type 2 diabetes and Alzheimer&#x2019;s disease</article-title>. <source>Biochim. Biophys. Acta</source> <volume>1792</volume>, <fpage>482</fpage>&#x2013;<lpage>496</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.bbadis.2008.10.014</pub-id>, <pub-id pub-id-type="pmid">19026743</pub-id></mixed-citation></ref>
<ref id="ref87"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Zheng</surname><given-names>M.</given-names></name> <name><surname>Wang</surname><given-names>C.</given-names></name> <name><surname>Hu</surname><given-names>M.</given-names></name> <name><surname>Li</surname><given-names>Q.</given-names></name> <name><surname>Li</surname><given-names>J.</given-names></name> <name><surname>Quan</surname><given-names>S.</given-names></name> <etal/></person-group>. (<year>2025</year>). <article-title>Research progress on the association of insulin resistance with type 2 diabetes mellitus and Alzheimer&#x2019;s disease</article-title>. <source>Metab. Brain Dis.</source> <volume>40</volume>:<fpage>35</fpage>. doi: <pub-id pub-id-type="doi">10.1007/s11011-024-01472-y</pub-id></mixed-citation></ref>
<ref id="ref88"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Zhou</surname><given-names>J.</given-names></name> <name><surname>Singh</surname><given-names>N.</given-names></name> <name><surname>Galske</surname><given-names>J.</given-names></name> <name><surname>Hudobenko</surname><given-names>J.</given-names></name> <name><surname>Hu</surname><given-names>X.</given-names></name> <name><surname>Yan</surname><given-names>R.</given-names></name></person-group> (<year>2023</year>). <article-title>BACE1 regulates expression of Clusterin in astrocytes for enhancing clearance of &#x03B2;-amyloid peptides</article-title>. <source>Mol. Neurodegener.</source> <volume>18</volume>:<fpage>31</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s13024-023-00611-w</pub-id>, <pub-id pub-id-type="pmid">37143090</pub-id></mixed-citation></ref>
<ref id="ref89"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Zhu</surname><given-names>K.</given-names></name> <name><surname>Peters</surname><given-names>F.</given-names></name> <name><surname>Filser</surname><given-names>S.</given-names></name> <name><surname>Herms</surname><given-names>J.</given-names></name></person-group> (<year>2018a</year>). <article-title>Consequences of pharmacological BACE inhibition on synaptic structure and function</article-title>. <source>Biol. Psychiatry</source> <volume>84</volume>, <fpage>478</fpage>&#x2013;<lpage>487</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.biopsych.2018.04.022</pub-id>, <pub-id pub-id-type="pmid">29945719</pub-id></mixed-citation></ref>
<ref id="ref90"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Zhu</surname><given-names>K.</given-names></name> <name><surname>Xiang</surname><given-names>X.</given-names></name> <name><surname>Filser</surname><given-names>S.</given-names></name> <name><surname>Marinkovi&#x0107;</surname><given-names>P.</given-names></name> <name><surname>Dorostkar</surname><given-names>M. M.</given-names></name> <name><surname>Crux</surname><given-names>S.</given-names></name> <etal/></person-group>. (<year>2018b</year>). <article-title>Beta-site amyloid precursor protein cleaving enzyme 1 inhibition impairs synaptic plasticity via seizure protein 6</article-title>. <source>Biol. Psychiatry</source> <volume>83</volume>, <fpage>428</fpage>&#x2013;<lpage>437</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.biopsych.2016.12.023</pub-id>, <pub-id pub-id-type="pmid">28129943</pub-id></mixed-citation></ref>
</ref-list>
<fn-group>
<fn fn-type="custom" custom-type="edited-by" id="fn0001">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/68669/overview">Alberto Granzotto</ext-link>, University of California, Irvine, United States</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by" id="fn0002">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3211457/overview">Mo&#x2019;men Salem</ext-link>, Sinai University, Egypt</p>
</fn>
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</article>