<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD 2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="review-article">
  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">EXCLI J</journal-id>
      <journal-title>EXCLI Journal</journal-title>
      <issn pub-type="epub">1611-2156</issn>
      <publisher>
        <publisher-name>Leibniz Research Centre for Working Environment and Human Factors</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="publisher-id">2023-5841</article-id>
      <article-id pub-id-type="doi">10.17179/excli2023-5841</article-id>
      <article-id pub-id-type="pii">Doc237</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Review article</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Brain insulin signaling and cognition: Possible links</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Yaribeygi</surname>
            <given-names>Habib</given-names>
          </name>
          <xref ref-type="corresp" rid="COR1">&#x0002a;</xref>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Maleki</surname>
            <given-names>Mina</given-names>
          </name>
          <xref ref-type="aff" rid="A2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Butler</surname>
            <given-names>Alexandra E.</given-names>
          </name>
          <xref ref-type="aff" rid="A3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Jamialahmadi</surname>
            <given-names>Tannaz</given-names>
          </name>
          <xref ref-type="aff" rid="A4">4</xref>
          <xref ref-type="aff" rid="A5">5</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Sahebkar</surname>
            <given-names>Amirhossein</given-names>
          </name>
          <xref ref-type="aff" rid="A4">4</xref>
          <xref ref-type="aff" rid="A6">6</xref>
          <xref ref-type="aff" rid="A7">7</xref>
        </contrib>
      </contrib-group>
      <aff id="A1">
        <label>1</label>Research Center of Physiology, Semnan University of Medical Sciences, Semnan, Iran</aff>
      <aff id="A2">
        <label>2</label>Urology and Nephrology Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran</aff>
      <aff id="A3">
        <label>3</label>Research Department, Royal College of Surgeons in Ireland, Bahrain, PO Box 15503, Adliya, Bahrain</aff>
      <aff id="A4">
        <label>4</label>Applied Biomedical Research Center, Mashhad University of Medical Sciences, Mashhad, Iran</aff>
      <aff id="A5">
        <label>5</label>Surgical Oncology Research Center, Mashhad University of Medical Sciences, Mashhad, Iran</aff>
      <aff id="A6">
        <label>6</label>Biotechnology Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, Iran</aff>
      <aff id="A7">
        <label>7</label>Department of Biotechnology, School of Pharmacy, Mashhad University of Medical Sciences, Mashhad, Iran</aff>
      <author-notes>
        <corresp id="COR1">*To whom correspondence should be addressed: Habib Yaribeygi, Research Center of Physiology, Semnan University of Medical Sciences, Semnan, Iran, E-mail: <email>habib.yari@yahoo.com</email></corresp>
      </author-notes>
      <pub-date pub-type="epub">
        <day>13</day>
        <month>02</month>
        <year>2023</year>
      </pub-date>
      <pub-date pub-type="collection">
        <year>2023</year>
      </pub-date>
      <volume>22</volume>
      <fpage>237</fpage>
      <lpage>249</lpage>
      <history>
        <date date-type="received">
          <day>17</day>
          <month>01</month>
          <year>2023</year>
        </date>
        <date date-type="accepted">
          <day>09</day>
          <month>02</month>
          <year>2023</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>Copyright &#xA9; 2023 Yaribeygi et al.</copyright-statement>
        <copyright-year>2023</copyright-year>
        <license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/4.0/">
          <p>This is an Open Access article distributed under the terms of the Creative Commons Attribution Licence (http://creativecommons.org/licenses/by/4.0/) You are free to copy, distribute and transmit the work, provided the original author and source are credited.</p>
        </license>
      </permissions>
      <self-uri xlink:href="https://www.excli.de/vol22/excli2023-5841.pdf">This article is available from https://www.excli.de/vol22/excli2023-5841.pdf</self-uri>
      <abstract><p>Poor cognitive ability is a consequence of a wide variety of neurobehavioral disorders and is a growing health problem, especially among the elderly and patients with diabetes. The precise underlying cause of this complication is not well-defined. However, recent studies have highlighted the possible role of insulin hormone signaling in brain tissue. Insulin is a metabolic peptide integral to whole body energy homeostasis; it does, however, have extrametabolic impacts, such as upon neuronal circuits. Therefore, it has been suggested that insulin signaling may modify cognitive ability by yet unknown pathways. In the current review, we discuss the cognitive role of brain insulin signaling and consider the possible links between brain insulin signaling and cognitive ability.</p></abstract>
      <kwd-group>
        <kwd>diabetes mellitus</kwd>
        <kwd>brain insulin signaling</kwd>
        <kwd>cognition</kwd>
        <kwd>senile plaque</kwd>
        <kwd>mitochondria</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec sec-type="intro">
      <title>Introduction</title><p>Cognitive dysfunctions (CDs) feature among the major mental conditions threatening human health especially in older adults (Porter et al., 2019[<xref ref-type="bibr" rid="R66">66</xref>]). Cognitive dysfunction is described as &#x22;a significant impairment of cognition or memory that represents a marked deterioration from a previous level of function&#x22; (Cooper, 2018[<xref ref-type="bibr" rid="R16">16</xref>]; Shorter, 2022[<xref ref-type="bibr" rid="R74">74</xref>]). CDs negatively impact mental functioning and reduce or restrict the cognitive functions of learning, memory, perception and problem solving (Porter et al., 2019[<xref ref-type="bibr" rid="R66">66</xref>]; Viggiano et al., 2020[<xref ref-type="bibr" rid="R89">89</xref>]). They exhibit a wide array of mental symptoms including delirium, dementia, amnesia, anxiety and attention disorders (Cooper, 2018[<xref ref-type="bibr" rid="R16">16</xref>]). The latest edition of the Diagnostic and Statistical Manual of Mental Disorders (DSM), DSM-5-TR, featured a wide spectrum of mental disorders that are accompanied by varying levels of cognitive impairment (B&#x103;descu et al., 2016[<xref ref-type="bibr" rid="R6">6</xref>]; Pinna et al., 2017[<xref ref-type="bibr" rid="R63">63</xref>]; Sastre et al., 2017[<xref ref-type="bibr" rid="R71">71</xref>]; Shorter, 2022[<xref ref-type="bibr" rid="R74">74</xref>]). Many studies have investigated the underlying causes of CDs and suggested that multiple pathophysiologic pathways are involved (Hampel et al., 2018[<xref ref-type="bibr" rid="R37">37</xref>]; Dewey et al., 2019[<xref ref-type="bibr" rid="R21">21</xref>]). Some of those studies have proposed a role for insulin, a peptide hormone primarily involved in metabolism and energy homeostasis, in cognition (Lv et al., 2020[<xref ref-type="bibr" rid="R54">54</xref>]; Barber et al., 2021[<xref ref-type="bibr" rid="R7">7</xref>]). Insulin can easily pass through the blood brain barrier (BBB) using a saturable transporter (Spinelli et al., 2019[<xref ref-type="bibr" rid="R77">77</xref>]). Insulin receptors (IRs) are widely expressed in different areas of the brain, including those related to cognitive performance (Hopkins and Williams 1997[<xref ref-type="bibr" rid="R41">41</xref>]; Spinelli et al., 2019[<xref ref-type="bibr" rid="R77">77</xref>]). Whilst insulin does not have a significant role in brain metabolic pathways and brain glucose homeostasis (Gabbouj et al., 2019[<xref ref-type="bibr" rid="R28">28</xref>]), it is involved in important activities such as neuronal growth, synaptic formation and plasticity (Gabbouj et al., 2019[<xref ref-type="bibr" rid="R28">28</xref>]). Altered levels of brain insulin resistance have been reported in patients with CDs (Hamer et al., 2019[<xref ref-type="bibr" rid="R36">36</xref>]; Spinelli et al., 2019[<xref ref-type="bibr" rid="R77">77</xref>]) and, therefore, this is highly suggestive of a relationship between cognitive ability and brain insulin signaling. In the current study, we discuss the potential extrametabolic roles of brain insulin signaling in cognitive functioning. </p></sec>
    <sec sec-type="subjects">
      <title>Cognitive Performance in Patients with Diabetes</title><p>Patients with uncontrolled diabetes mellitus (DM) often show cognitive impairments and memory loss such as Alzheimer&#x27;s disease (AD), Parkinson&#x27;s disease (PD) and dementia (Albai et al., 2019[<xref ref-type="bibr" rid="R2">2</xref>]; Chaytor et al., 2019[<xref ref-type="bibr" rid="R11">11</xref>]). An increased frequency of neuronal death and brain atrophy, due to increased apoptosis and necrosis, is the major pathological hallmark on brain magnetic resonance imaging (MRI) of patients with uncontrolled diabetes (Zilliox et al., 2016[<xref ref-type="bibr" rid="R99">99</xref>]; Moran et al., 2019[<xref ref-type="bibr" rid="R58">58</xref>]). Multiple pathophysiologic mechanisms are induced by DM and related dysfunctional metabolic pathways, including hexosamine, polyol and lipid peroxidation pathways, creating a toxic milieu around the neurons and ganglia involved in cognition and memory in the central and peripheral nervous systems. Thus, DM  negatively impacts the normal physiological functioning of neuronal networks (Zilliox et al., 2016[<xref ref-type="bibr" rid="R99">99</xref>]). It has also been suggested that AD and DM have a shared pathophysiology that includes a distinct form of insulin resistance and impaired glucose tolerance in the brain and peripheral tissues (Sun et al., 2020[<xref ref-type="bibr" rid="R81">81</xref>]). Moreover, some recent reports have suggested a similar pathophysiology for DM and PD (Hassan et al., 2020[<xref ref-type="bibr" rid="R38">38</xref>]). Therefore, patients with diabetes are at increased risk of cognitive complications and memory loss relative to the non-diabetic population (Hogg et al., 2018[<xref ref-type="bibr" rid="R40">40</xref>]; Sang et al., 2018[<xref ref-type="bibr" rid="R70">70</xref>]).</p></sec>
    <sec>
      <title>Insulin Signal Transduction</title><p>Insulin is a 51-amino acid peptide produced by pancreatic &#x3B2;-cells, mainly under the influence of circulating glucose, although other factors such as amino acids, acetylcholine, cholecystokinin and incretin hormones also play a role (Arnold et al., 2018[<xref ref-type="bibr" rid="R4">4</xref>]). Insulin signal transduction (IST) is initiated by binding of insulin to the &#x3B1; chain of its specific IR, a transmembrane tyrosine kinase composed of two chains, &#x3B1; and &#x3B2; (F&#xE6;rch et al., 2016[<xref ref-type="bibr" rid="R24">24</xref>]). This binding initiates &#x3B2; chain auto-phosphorylation in tyrosine residues followed by recruitment of adaptor proteins, insulin receptor substrates (IRSs), Shc protein (SHC-transforming protein), and APS protein (adapter protein with a PH and SH2 domain) (Kiselyov et al., 2009[<xref ref-type="bibr" rid="R45">45</xref>]; Hall, 2015[<xref ref-type="bibr" rid="R35">35</xref>]). These proteins provide an effective binding site for IRS-1 and cause its activation (Kiselyov et al., 2009[<xref ref-type="bibr" rid="R45">45</xref>]). Activated IRS-1 attaches to PI3K (phosphoinositide 3-kinase), activates it and catalyzes the conversion of PIP<sub>2</sub> (Phosphatidylinositol 4,5-bisphosphate) to PIP<sub>3</sub> (Phosphatidylinositol 3,4,5-trisphosphate) (Ho et al., 2016[<xref ref-type="bibr" rid="R39">39</xref>]). PIP<sub>3 </sub>is itself a potent activator for PKB (protein kinase B, also known as Akt) which, in turn, facilitates glucose entering into the cells by localization of Glut-4 (glucose transporter type 4) on the cell membrane of insulin-dependent tissues (Figure 1<xref ref-type="fig" rid="F1">(Fig. 1)</xref>) (Ho et al., 2016[<xref ref-type="bibr" rid="R39">39</xref>]; Koeppen and Stanton, 2017[<xref ref-type="bibr" rid="R49">49</xref>]). </p><p>Akt also inhibits glycogen synthase kinase (GSK) and induces glycogen synthesis (Ho et al., 2016[<xref ref-type="bibr" rid="R39">39</xref>]; Koeppen and Stanton 2017[<xref ref-type="bibr" rid="R49">49</xref>]). Several types of insulin-dependent kinases, such as ERK1&#x2F;2 (extracellular signal&#x2010;regulated kinase 1&#x2F;2), atypical PKC (protein kinase C), S6K1 (ribosomal protein S6 kinase beta-1), SIK2 (serine&#x2F;threonine-protein kinase 2), AKT, mTOR (mammalian target of rapamycin) and ROCK1 (Rho-associated protein kinase 1) and other types of  kinases such as AMPK (AMP-activated protein kinase) and GSK3 (Glycogen synthase kinase) can phosphorylate IRSs and activate them (Kiselyov et al., 2009[<xref ref-type="bibr" rid="R45">45</xref>]; Copps and White, 2012[<xref ref-type="bibr" rid="R17">17</xref>]).</p></sec>
    <sec>
      <title>Brain Insulin Signaling</title><p>Brain tissue consumes about 20 &#x25; of all energy consumption in the body (Wardelmann et al., 2019[<xref ref-type="bibr" rid="R92">92</xref>]). The control of body energy homeostasis is mainly regulated by the brain and its own insulin&#x2F;IGF-1 signaling to produce required energy, mainly by mitochondria in the form of ATP (Schell et al., 2021[<xref ref-type="bibr" rid="R73">73</xref>]). In addition to its metabolic role, it is now established that insulin (as well as insulin-like growth factor (IGF)) plays an important role as a neuromodulator (McNay and Recknagel 2011[<xref ref-type="bibr" rid="R56">56</xref>]). Brain insulin signaling is involved in control of body weight, food intake, reproduction, learning and memory (Kim and Feldman 2015[<xref ref-type="bibr" rid="R44">44</xref>]). Insulin promotes mitochondrial respiration and ATP production and modulates its dynamics (fission and fusion) in the brain (Schell et al., 2021[<xref ref-type="bibr" rid="R73">73</xref>]). Peripherally circulating insulin crosses the BBB via a saturable transport system, and enters the brain interstitial fluid (ISF) either directly through the BBB or via cerebrospinal fluid (CSF) (Mullins et al., 2017[<xref ref-type="bibr" rid="R59">59</xref>]). Also, whether or not <italic>de novo</italic> synthesis of insulin occurs in the brain is still debated (Kim and Feldman, 2015[<xref ref-type="bibr" rid="R44">44</xref>]). </p><p>It has been established that IRs are extensively expressed in brain areas involved in memory and cognition such as the hippocampus (Zhao et al., 1999[<xref ref-type="bibr" rid="R96">96</xref>], 2004[<xref ref-type="bibr" rid="R97">97</xref>]), olfactory bulb, neocortex, cerebellum, hypothalamus (Choudhury et al., 2005[<xref ref-type="bibr" rid="R13">13</xref>]; Grillo et al., 2011[<xref ref-type="bibr" rid="R33">33</xref>]; Fernandez and Torres-Alem&#xE1;n, 2012[<xref ref-type="bibr" rid="R26">26</xref>]) and amygdala (Abbott et al., 1999[<xref ref-type="bibr" rid="R1">1</xref>]; Soto et al., 2019[<xref ref-type="bibr" rid="R76">76</xref>]). The pattern of IR expression is associated with behavioral activity and may be related to some cognitive disorders such as depression (Grillo et al., 2011[<xref ref-type="bibr" rid="R33">33</xref>]). The vast majority of IRs are localized on neurons, especially at synapses as a component of post-synaptic density (PSD) (Abbott et al., 1999[<xref ref-type="bibr" rid="R1">1</xref>]; Pomytkin and Pinelis, 2021[<xref ref-type="bibr" rid="R65">65</xref>]). Moreover, glucose transporters of Glut-4 are expressed in cerebellum, neocortex, astrocytes and the hippocampus, suggesting a role for insulin-dependent glucose uptake in neurons (Spinelli et al., 2019[<xref ref-type="bibr" rid="R77">77</xref>]). Furthermore, other molecules included in intracellular insulin signaling machinery, such as Akt, PI3K, mTOR, GSK3-&#x3B2;, CREB (transcription factors cAMP response element-binding protein) and FOXO (forkhead box O), are extensively present in neuronal tissues, evidence strongly suggestive of an important role in brain functioning (Fernandez and Torres-Alem&#xE1;n, 2012[<xref ref-type="bibr" rid="R26">26</xref>]; Kitagishi et al., 2012[<xref ref-type="bibr" rid="R46">46</xref>]; Inkster et al., 2018[<xref ref-type="bibr" rid="R42">42</xref>]; Rippin and Eldar-Finkelman, 2021[<xref ref-type="bibr" rid="R68">68</xref>]). </p></sec>
    <sec>
      <title>Possible Roles of Brain Insulin in Cognitive Functioning</title><p>Brain insulin is involved in many neuronal processes including dendritic sprouting, cell growth and repair, and neuronal stem cell activation (Stanciu et al., 2021[<xref ref-type="bibr" rid="R79">79</xref>]). Insulin exerts neuroprotective effects via control of phosphorylated tau levels and proinflammatory cytokines, which are both associated with &#x3B2;-amyloid (A&#x3B2;) depositions in the brain (Femminella et al., 2021[<xref ref-type="bibr" rid="R25">25</xref>]; Stanciu et al., 2021[<xref ref-type="bibr" rid="R79">79</xref>]). Emerging evidence suggests that cognitive disorders such as AD are naturally occurring metabolic disorders resulting from an inability to take up and utilize glucose (de la Monte, 2012[<xref ref-type="bibr" rid="R19">19</xref>]). Patients with diabetes commonly exhibit impaired brain insulin signaling which, in turn, facilitates cognitive deficit development (McNay and Recknagel, 2011[<xref ref-type="bibr" rid="R56">56</xref>]; Kim and Feldman, 2015[<xref ref-type="bibr" rid="R44">44</xref>]). Insulin resistance is also detected in the early stages of Down syndrome (Tramutola et al., 2020[<xref ref-type="bibr" rid="R86">86</xref>]). The expression level of genes involved in insulin signaling is reduced in patients with poor cognitive performance (Mullins et al., 2017[<xref ref-type="bibr" rid="R59">59</xref>]). Abnormal brain insulin signaling leads to alterations in many intracellular pathways, examples being decreased SREBP-2&#x2F;SCAP (SREBP cleavage-activating protein)-dependent cholesterol synthesis, mitochondrial dysfunction, abnormal synaptic plasticity and increased levels of tau protein phosphorylation that, collectively, cause impaired neurological functioning and reduced cognitive abilities (Kleinridders et al., 2014[<xref ref-type="bibr" rid="R47">47</xref>]). </p><p>In physiological conditions, insulin binding to its receptor at the synapse triggers IRS-1 phosphorylation following by PI3K-Akt pathway activation, GluA1 (Glutamate A1) phosphorylation and increased presence of GluN2B (Glutamate &#x5B;NMDA&#x5D; receptor subunit 2) at synapses which, in turn, favors synapse formation and memory function (Zilliox et al., 2016[<xref ref-type="bibr" rid="R99">99</xref>]). In the setting of diabetes with impaired brain insulin signaling, IR levels are reduced and GluN2B and GluA1 phosphorylation at synapses is also decreased (Zilliox et al., 2016[<xref ref-type="bibr" rid="R99">99</xref>]). Thus, synaptic plasticity and memory is impaired, while GSK-3b activity (which induces abnormal tau phosphorylation) is increased (Zilliox et al., 2016[<xref ref-type="bibr" rid="R99">99</xref>]). Moreover, brain insulin resistance is related to neurodegenerative processes, brain aging and poor cognitive abilities (Gorelick et al., 2011[<xref ref-type="bibr" rid="R32">32</xref>]; Spinelli et al., 2019[<xref ref-type="bibr" rid="R77">77</xref>]). Thus, dysregulated brain insulin or IGF signaling contributes to the cognitive decline induced by insulin resistance (Talbot et al., 2012[<xref ref-type="bibr" rid="R83">83</xref>]). In the following sections, we discuss and analyze the evidence regarding the possible roles of brain insulin signaling in cognitive functioning from a mechanistic viewpoint.  </p><sec><title>Brain insulin signaling and senile plaque formation</title><p>Senile plaques and neurofibrillary tangles are extracellular deposits of different subtypes of &#x3B2;-amyloid (A&#x3B2;) and tau proteins, and occur mainly in the grey matter of the brain cortex (Armstrong, 2009[<xref ref-type="bibr" rid="R3">3</xref>]). They are extracellular deposits of aberrantly processed, aggregated and misfolded oligomeric structural proteins, including A&#x3B2; peptides and hyperphosphorylated tau proteins, resulting from the abnormal processing of precursors by the &#x3B2;-and &#x3B3;-secretase enzymes together with an imbalance between generation and clearance of A&#x3B2; peptides (de la Monte, 2012[<xref ref-type="bibr" rid="R19">19</xref>]; DeTure and Dickson, 2019[<xref ref-type="bibr" rid="R20">20</xref>]). Senile plaques are characterized by a central A&#x3B2; core surrounded by degenerated neurons in the extracellular space (Dickson, 1997[<xref ref-type="bibr" rid="R22">22</xref>]). These lesions are considered to be the principal histological hallmarks of neurodegeneration and AD (although they may also be seen in aging) and, as such, their frequency is directly associated with AD development and its dependent cognitive dysfunction (Dickson, 1997[<xref ref-type="bibr" rid="R22">22</xref>]; Armstrong, 2009[<xref ref-type="bibr" rid="R3">3</xref>]).</p><p>Available evidence suggests a close relationship between insulin signaling and senile plaque formation in the brain (Mullins et al., 2017[<xref ref-type="bibr" rid="R59">59</xref>]; Arvanitakis et al., 2020[<xref ref-type="bibr" rid="R5">5</xref>]; Ochiai et al., 2021[<xref ref-type="bibr" rid="R60">60</xref>]). Brain insulin resistance contributes to A&#x3B2;-dependent neurodegeneration and tau pathology, the main underlying features of AD (de la Monte, 2012[<xref ref-type="bibr" rid="R19">19</xref>]). Impaired brain insulin (or IGF) signaling leads to increased senile plaque formation through increased levels of A&#x3B2; and A&#x3B2; precursor protein (A&#x3B2;PP) expression and accumulation (Reich et al., 2018[<xref ref-type="bibr" rid="R67">67</xref>]). At the molecular level, insulin resistance and amyloidogenesis both interrupt common signaling pathways such as the IRs&#x2F;PI3 kinase&#x2F;Akt&#x2F;GSK3 cascade and, therefore, they share overlapping pathology (Zhao and Townsend, 2009[<xref ref-type="bibr" rid="R98">98</xref>]; Kim and Feldman, 2015[<xref ref-type="bibr" rid="R44">44</xref>]). Reich and colleagues demonstrated that improvement in brain insulin sensitivity using PPAR (peroxisome proliferator activated receptor)-&#x3B4; and PPAR-&#x3B3; agonists decreases A&#x3B2;PP-A&#x3B2; accumulation and senile plaque formation in diabetic rats (Reich et al., 2018[<xref ref-type="bibr" rid="R67">67</xref>]). Similarly, Chua et al. demonstrated that impaired brain insulin signaling reduces glucose utilization and induces A&#x3B2; accumulation in the brain of female diabetic mice (Chua et al., 2012[<xref ref-type="bibr" rid="R14">14</xref>]). Another study demonstrated that high-fat diet (HFD)-induced insulin resistance accelerates A&#x3B2; accumulation and deposition in the brain of a mouse model of AD (Wakabayashi et al., 2019[<xref ref-type="bibr" rid="R91">91</xref>]). In a clinical study, Tramutola and coworkers found that increased insulin resistance was associated with A&#x3B2; accumulation in brain biopsies of Down syndrome patients (Tramutola et al., 2020[<xref ref-type="bibr" rid="R86">86</xref>]).  </p><p>Insulin inhibits A&#x3B2; intracellular accumulation and degradation via insulin-degrading enzyme (Gasparini et al., 2001[<xref ref-type="bibr" rid="R30">30</xref>], 2002[<xref ref-type="bibr" rid="R31">31</xref>]). In addition, brain insulin resistance promotes oxidative stress and alters energy homeostasis which, in turn, induces pro-A&#x3B2;PP-A&#x3B2;-mediated neurodegenerative cascades (de la Monte, 2012[<xref ref-type="bibr" rid="R19">19</xref>]). Moreover, senile plaques are able to intensify brain insulin resistance via different pathways such as autophagy-lysosomal- dependent insulin receptor degradation in BBB endothelial cells (Gali et al., 2019[<xref ref-type="bibr" rid="R29">29</xref>]). These findings highly suggest a close relationship between brain insulin signaling and A&#x3B2; and tau pathology (de la Monte, 2012[<xref ref-type="bibr" rid="R19">19</xref>]; Mullins et al., 2017[<xref ref-type="bibr" rid="R59">59</xref>]). Thus, brain insulin signaling contributes to cognitive efficiency through regulation of amyloid homeostasis and senile plaque formation (Wakabayashi et al., 2019[<xref ref-type="bibr" rid="R91">91</xref>]).</p></sec><sec><title>Brain insulin signaling and neuro-synaptic plasticity</title><p>Synaptic plasticity, or modifications of synaptic transmission, has great impact on most neuronal processes including learning and memory (Citri and Malenka, 2008[<xref ref-type="bibr" rid="R15">15</xref>]). Normal neuronal plasticity, especially at synaptic junctions, helps to create more effective transmission and potentiates neuronal conduction, processes that play a significant role in memory acquisition and consolidation and cognitive function (Citri and Malenka, 2008[<xref ref-type="bibr" rid="R15">15</xref>]). Neuronal plasticity also has a major trophic role in uterine development of neural circuitry and enhances brain learning capacity and is therefore closely involved in both developing brain and adult brain functioning (Citri and Malenka, 2008[<xref ref-type="bibr" rid="R15">15</xref>]; Ferrario and Reagan, 2018[<xref ref-type="bibr" rid="R27">27</xref>]). Emerging evidence suggests that many cognitive disorders are associated with reduced synaptic plasticity (Lu et al., 2014[<xref ref-type="bibr" rid="R53">53</xref>]; Mayne and Burne, 2019[<xref ref-type="bibr" rid="R55">55</xref>]) and factors disrupting plasticity are able to reduce learning capacity and cause poor cognitive ability (Rogers et al., 2011[<xref ref-type="bibr" rid="R69">69</xref>]; Villeda et al., 2014[<xref ref-type="bibr" rid="R90">90</xref>]).</p><p>Insulin signaling has beneficial impacts on synaptic plasticity (Biessels et al., 1998[<xref ref-type="bibr" rid="R9">9</xref>]; Van Der Heide et al., 2005[<xref ref-type="bibr" rid="R88">88</xref>]; Spinelli et al., 2019[<xref ref-type="bibr" rid="R77">77</xref>]). It can exert both presynaptic and post-synaptic effects (Chiu and Cline, 2010[<xref ref-type="bibr" rid="R12">12</xref>]; Zhao et al., 2019[<xref ref-type="bibr" rid="R95">95</xref>]). Brain insulin resistance can suppress these processes and contribute to poor cognitive function via impairments in synaptic plasticity and neuroplasticity deficits (Stranahan et al., 2008[<xref ref-type="bibr" rid="R80">80</xref>]; Grillo et al., 2015[<xref ref-type="bibr" rid="R34">34</xref>]). The vast majority of IRs are localized on synaptic junctions as a component of PSD, implying that the synapse is an important site of brain insulin signaling (Abbott et al., 1999[<xref ref-type="bibr" rid="R1">1</xref>]; Pomytkin and Pinelis, 2021[<xref ref-type="bibr" rid="R65">65</xref>]). Insulin elicits memory (including food memory) in the hypothalamus (Choudhury et al., 2005[<xref ref-type="bibr" rid="R13">13</xref>]; Grillo et al., 2011[<xref ref-type="bibr" rid="R33">33</xref>]). It regulates hippocampal synaptic plasticity through several pathways such as NMDA (N&#x2010;methyl&#x2010;d&#x2010;aspartate) and PI3K dependent pathways (van der Heide et al., 2005[<xref ref-type="bibr" rid="R88">88</xref>]). Spatial memory training increases hippocampal insulin receptor expression, an area of brain where insulin receptors are present in higher concentrations than elsewhere (Zhao et al., 1999[<xref ref-type="bibr" rid="R96">96</xref>], 2004[<xref ref-type="bibr" rid="R97">97</xref>]). Similarly, an experimental model demonstrated that hippocampal insulin resistance was related to reduced synaptic plasticity as well as cognitive deficits in rats (Grillo et al., 2015[<xref ref-type="bibr" rid="R34">34</xref>]). Moreover, a genetic knockout of insulin receptors in the central nervous system (CNS) suppressed synaptic plasticity, reduced cognitive capacity and impaired hippocampal memory (Costello et al., 2012[<xref ref-type="bibr" rid="R18">18</xref>]). </p><p>Insulin promotes hippocampal neuroplasticity by facilitating glutamatergic signaling and modifies mesolimbic circuits that mediate motivation and feeding behaviors (Ferrario and Reagan, 2018[<xref ref-type="bibr" rid="R27">27</xref>]). Insulin also regulates the VTA (ventral tegmental area)-NAc (nucleus accumbens) reward and motivation axis by modifying the synaptic plasticity in these circuits (Ferrario and Reagan, 2018[<xref ref-type="bibr" rid="R27">27</xref>]). It has been shown that local insulin injection in different brain areas modulates feeding and motivation behaviors, as well as cognitive functions, by increase of synaptic plasticity (Liu et al., 2013[<xref ref-type="bibr" rid="R52">52</xref>]; Tiedemann et al., 2017[<xref ref-type="bibr" rid="R84">84</xref>]; Zhao et al., 2019[<xref ref-type="bibr" rid="R95">95</xref>]). This effect was also observed in human studies in which intranasal insulin promoted memory (Benedict et al., 2004[<xref ref-type="bibr" rid="R8">8</xref>]). Insulin stimulated dendritic spine and excitatory synapse formation and induced LTP (long-term potentiation) via PI3K&#x2F;Akt signaling pathways in the hippocampal area and thus modulated cognitive functions (Lee et al., 2011[<xref ref-type="bibr" rid="R51">51</xref>]; Zhao et al., 2019[<xref ref-type="bibr" rid="R95">95</xref>]). This trophic effect is dose-dependent and is associated with insulin signaling activity (Zhao et al., 2019[<xref ref-type="bibr" rid="R95">95</xref>]). Since hippocampus development continues even in adulthood (Braun and Jessberger, 2014[<xref ref-type="bibr" rid="R10">10</xref>]), brain insulin resistance in adults can suppress it and reduce cognitive function and memory efficiency (Arvanitakis et al., 2020[<xref ref-type="bibr" rid="R5">5</xref>]). Insulin modulates LTP and LTD (long-term depression) at hippocampal synapses (Spinelli et al., 2019[<xref ref-type="bibr" rid="R77">77</xref>]). Insulin decreases the stimulation frequency threshold required for inducing both LTP and LTD in hippocampal circuits (Spinelli et al., 2019[<xref ref-type="bibr" rid="R77">77</xref>]). </p><p>Although glucose uptake is the main role of insulin throughout the body including in the brain, expression of insulin-independent glucose transporters (Glut-1, Glut-2, Glut-3, Glut-5, Glut-6, Glut-8 and Glut-13 that mediate glucose uptake into glial and neuronal cells) highly suggests that the impact of insulin on synaptic plasticity is independent of glucose uptake and is likely dependent upon insulin cascades such as the PI3K&#x2F;Akt pathway (Joost and Thorens, 2001[<xref ref-type="bibr" rid="R43">43</xref>]; Membrez et al., 2006[<xref ref-type="bibr" rid="R57">57</xref>]; Simpson et al., 2007[<xref ref-type="bibr" rid="R75">75</xref>]; Spinelli et al., 2019[<xref ref-type="bibr" rid="R77">77</xref>]). Moreover, several growth factors, including IGF-1 and BDNF (brain-derived neurotrophic factor) that are involved in brain trophic pathways, are under the influence of the insulin cascade (Krabbe et al., 2007[<xref ref-type="bibr" rid="R50">50</xref>]; Dyer et al., 2016[<xref ref-type="bibr" rid="R23">23</xref>]). Taken together, it is apparent that insulin is a potent neurotrophic factor that is closely involved in neuro-synaptic plasticity and thus can promote synaptic transmission in brain areas related to cognitive ability (Zhao et al., 2019[<xref ref-type="bibr" rid="R95">95</xref>]). </p></sec><sec><title>Brain insulin signaling and mitochondrial integrity </title><p>Mitochondria are known as the powerhouses of cells that provide required energy for cell survival and function; therefore, normal mitochondrial function and integrity is critically important for cells (Tzagoloff, 2012[<xref ref-type="bibr" rid="R87">87</xref>]). Mitochondrial dysfunction underlies the pathophysiology of both metabolic and non-metabolic complications as well as cognitive deficits (Pieczenik and Neustadt, 2007[<xref ref-type="bibr" rid="R62">62</xref>]; Otte et al., 2011[<xref ref-type="bibr" rid="R61">61</xref>]; de Filippis et al., 2015). Due to their high rate of metabolism, mitochondria are a major source of free radical production that can induce and promote redox imbalance and subsequent damage (Scaglia, 2010[<xref ref-type="bibr" rid="R72">72</xref>]; Otte et al., 2011[<xref ref-type="bibr" rid="R61">61</xref>]). Mitochondria-dependent oxidative stress is a main underlying cause of neuronal complications (Yaribeygi et al., 2018[<xref ref-type="bibr" rid="R94">94</xref>]). The CNS is highly dependent on oxidative phosphorylation that occurs in mitochondria and, therefore, mitochondrial insufficiency is usually accompanied by local brain necrosis (Leigh syndrome), static encephalopathy, dementia and cognitive deficits (Scaglia, 2010[<xref ref-type="bibr" rid="R72">72</xref>]). Many patients with mitochondrial encephalomyopathies (genetic impairment in mitochondrial energy production) have reduced levels of cognitive ability such as learning, memory, nonverbal cognitive impairment, compromised visuospatial abilities, perception and language (Scaglia, 2010[<xref ref-type="bibr" rid="R72">72</xref>]). Mitochondrial dysfunction may be linked to neuropsychiatric abnormalities such as dementia, depression, schizophrenia and bipolar disease (Scaglia, 2010[<xref ref-type="bibr" rid="R72">72</xref>]; Tobe, 2013[<xref ref-type="bibr" rid="R85">85</xref>]; Sripetchwandee et al., 2018[<xref ref-type="bibr" rid="R78">78</xref>]). Thus, normal mitochondrial function is required for CNS homeostasis and optimal cognitive ability. </p><p>Recent evidence suggests that brain insulin signaling is closely associated with mitochondrial sufficiency (Wardelmann et al., 2019[<xref ref-type="bibr" rid="R92">92</xref>]; Pomytkin and Pinelis, 2021[<xref ref-type="bibr" rid="R65">65</xref>]). In addition, insulin resistance is associated with reduced mitochondrial respiration (Schell et al., 2021[<xref ref-type="bibr" rid="R73">73</xref>]). Wardelmann and colleagues found that brain insulin is an effective regulator of mitochondrial function (Wardelmann et al., 2019[<xref ref-type="bibr" rid="R92">92</xref>]); they demonstrated that intranasal insulin propagates mitochondrial function via up-regulation of genes involved in mitochondrial stress responses (Hsp60, Hsp10, Atf4, Chop, ClpP, and Lonp1) in both <italic>in vitro</italic> (hypothalamic cell line CLU183) and <italic>in vivo</italic> (high fat diet (HFD) fed mice) models and concluded that hypothalamic insulin signaling ensures mitochondrial function (Wardelmann et al., 2019[<xref ref-type="bibr" rid="R92">92</xref>]). Tramutola and coworkers found that brain insulin resistance, as observed in patients with Down syndrome, is associated with mitochondrial dysfunction (Tramutola et al., 2020[<xref ref-type="bibr" rid="R86">86</xref>]); they reported that abnormal brain insulin signaling in these patients is directly linked to reduced expression of proteins involved in mitochondrial complexes II, III and IV (Tramutola et al., 2020[<xref ref-type="bibr" rid="R86">86</xref>]).</p><p>Insulin resistance is associated with mitochondrial deficits in a female AD mouse model (Yao et al., 2009[<xref ref-type="bibr" rid="R93">93</xref>]). Improving brain insulin signaling using rosiglitazone (a peroxisome proliferator-activated receptor &#x3B3; agonist) improves brain mitochondrial efficiency (Pipatpiboon et al., 2012[<xref ref-type="bibr" rid="R64">64</xref>]). Pipatpiboon et al. demonstrated that rosiglitazone not only increases brain insulin sensitivity, but also improves mitochondrial function and cognitive performance in HFD rats (Pipatpiboon et al., 2012[<xref ref-type="bibr" rid="R64">64</xref>]). Recent findings indicate that people with PD have dysregulated forms of insulin-dependent mitochondrial chaperone Hsp10 in their brain tissue (Szeg&#x151; et al., 2019[<xref ref-type="bibr" rid="R82">82</xref>]). Additionally, other roles have been suggested for insulin-dependent mitochondrial integrity in the brain, such as control of ion homeostasis, neuroapoptosis, endoplasmic reticulum (ER) stress and autophagy (Schell et al., 2021[<xref ref-type="bibr" rid="R73">73</xref>]). Therefore, it seems that there is important crosstalk between brain insulin signaling and mitochondrial integrity (Kleinridders et al., 2018[<xref ref-type="bibr" rid="R48">48</xref>]); this link ensures neuronal respiration and energy balance that are necessary for proper neuronal functioning and cognitive ability (Kleinridders et al., 2018[<xref ref-type="bibr" rid="R48">48</xref>]; Schell et al., 2021[<xref ref-type="bibr" rid="R73">73</xref>]). </p></sec></sec>
    <sec sec-type="conclusions">
      <title>Conclusion</title><p>Insulin signaling has critical extra-metabolic roles in the brain. It is involved in many neuronal and neurobehavioral processes and induces and promotes neurogenesis even in adulthood. Recent evidence suggests that insulin signaling also has a prominent role in cognition and memory, and people with poor cognitive ability have impaired brain insulin signaling. Experimental and clinical studies using interventions modulating brain insulin signaling have the potential to effectively modify cognitive capacity by yet poorly defined mechanisms. Our current analysis proposes that proper brain insulin signaling is involved in normal cognitive ability via at least three different mechanisms: (1) preventing or reducing senile plaque formation in brain areas related to cognition and memory, (2) inducing and promoting neurosynaptic plasticity and potentiating synaptic transmission, and (3) maintaining mitochondrial integrity in brain tissue (Figure 2<xref ref-type="fig" rid="F2">(Fig. 2)</xref>). These mechanisms are crucial for proper cognitive functioning and prevention of neurodegenerative disorders and are influenced by brain insulin signaling (Table 1<xref ref-type="fig" rid="T1">(Tab. 1)</xref>; References in Table 1: Arvanitakis et al., 2020[<xref ref-type="bibr" rid="R5">5</xref>]; Lee et al., 2011[<xref ref-type="bibr" rid="R51">51</xref>]; Mullins et al., 2017[<xref ref-type="bibr" rid="R59">59</xref>]; Ochiai et al., 2021[<xref ref-type="bibr" rid="R60">60</xref>]; Schell et al., 2021[<xref ref-type="bibr" rid="R73">73</xref>]; Spinelli et al., 2019[<xref ref-type="bibr" rid="R77">77</xref>]; Szeg&#x151; et al., 2019[<xref ref-type="bibr" rid="R82">82</xref>]; Wardelmann et al., 2019[<xref ref-type="bibr" rid="R92">92</xref>]; Yao et al., 2009[<xref ref-type="bibr" rid="R93">93</xref>]; Zhao et al., 2019[<xref ref-type="bibr" rid="R95">95</xref>]).</p></sec>
    <sec>
      <title>Notes</title><p>Habib Yaribeygi and Amirhossein Sahebkar (Applied Biomedical Research Center, Mashhad University of Medical Sciences, Mashhad, Iran, E-mail: amir&#x5F;saheb2000&#x40;yahoo.com) contributed equally as corresponding author.</p></sec>
    <sec>
      <title>Conflict of interest</title><p>The authors clearly declare that have no conflict of interest in this study. </p></sec>
  </body>
  <back>
    <ref-list>
      <ref id="R1">
        <label>1</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Abbott</surname>
              <given-names>MA</given-names>
            </name>
            <name>
              <surname>Wells</surname>
              <given-names>DG</given-names>
            </name>
            <name>
              <surname>Fallon</surname>
              <given-names>JR</given-names>
            </name>
          </person-group>
          <article-title>The insulin receptor tyrosine kinase substrate p58&#x2F;53 and the insulin receptor are components of CNS synapses</article-title>
          <source>J Neurosci</source>
          <year>1999</year>
          <volume>19</volume>
          <fpage>7300</fpage>
          <lpage>7308</lpage>
        </citation>
      </ref>
      <ref id="R2">
        <label>2</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Albai</surname>
              <given-names>O</given-names>
            </name>
            <name>
              <surname>Frandes</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Timar</surname>
              <given-names>R</given-names>
            </name>
            <name>
              <surname>Roman</surname>
              <given-names>D</given-names>
            </name>
            <name>
              <surname>Timar</surname>
              <given-names>B</given-names>
            </name>
          </person-group>
          <article-title>Risk factors for developing dementia in type 2 diabetes mellitus patients with mild cognitive impairment</article-title>
          <source>Neuropsychiatr Dis Treat</source>
          <year>2019</year>
          <volume>15</volume>
          <fpage>167</fpage>
        </citation>
      </ref>
      <ref id="R3">
        <label>3</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Armstrong</surname>
              <given-names>RA</given-names>
            </name>
          </person-group>
          <article-title>The molecular biology of senile plaques and neurofibrillary tangles in Alzheimer&#x2019;s disease</article-title>
          <source>Folia Neuropathologica</source>
          <year>2009</year>
          <volume>47</volume>
          <fpage>289</fpage>
          <lpage>299</lpage>
        </citation>
      </ref>
      <ref id="R4">
        <label>4</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Arnold</surname>
              <given-names>SE</given-names>
            </name>
            <name>
              <surname>Arvanitakis</surname>
              <given-names>Z</given-names>
            </name>
            <name>
              <surname>Macauley-Rambach</surname>
              <given-names>SL</given-names>
            </name>
            <name>
              <surname>Koenig</surname>
              <given-names>AM</given-names>
            </name>
            <name>
              <surname>Wang</surname>
              <given-names>H-Y</given-names>
            </name>
            <name>
              <surname>Ahima</surname>
              <given-names>RS</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Brain insulin resistance in type 2 diabetes and Alzheimer disease: concepts and conundrums</article-title>
          <source>Nat Rev Neurol</source>
          <year>2018</year>
          <volume>14</volume>
          <fpage>168</fpage>
          <lpage>181</lpage>
        </citation>
      </ref>
      <ref id="R5">
        <label>5</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Arvanitakis</surname>
              <given-names>Z</given-names>
            </name>
            <name>
              <surname>Wang</surname>
              <given-names>HY</given-names>
            </name>
            <name>
              <surname>Capuano</surname>
              <given-names>AW</given-names>
            </name>
            <name>
              <surname>Khan</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Ta&#xEF;b</surname>
              <given-names>B</given-names>
            </name>
            <name>
              <surname>Anokye&#x2010;Danso</surname>
              <given-names>F</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Brain insulin signaling, Alzheimer disease pathology, and cognitive function</article-title>
          <source>Ann Neurol</source>
          <year>2020</year>
          <volume>88</volume>
          <fpage>513</fpage>
          <lpage>525</lpage>
        </citation>
      </ref>
      <ref id="R6">
        <label>6</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>B&#x103;descu</surname>
              <given-names>S</given-names>
            </name>
            <name>
              <surname>T&#x103;taru</surname>
              <given-names>C</given-names>
            </name>
            <name>
              <surname>Kobylinska</surname>
              <given-names>L</given-names>
            </name>
            <name>
              <surname>Georgescu</surname>
              <given-names>E</given-names>
            </name>
            <name>
              <surname>Zahiu</surname>
              <given-names>D</given-names>
            </name>
            <name>
              <surname>Z&#x103;grean</surname>
              <given-names>A</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>The association between diabetes mellitus and depression</article-title>
          <source>J Med Life</source>
          <year>2016</year>
          <volume>9</volume>
          <issue>2</issue>
          <fpage>120</fpage>
        </citation>
      </ref>
      <ref id="R7">
        <label>7</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Barber</surname>
              <given-names>TM</given-names>
            </name>
            <name>
              <surname>Kyrou</surname>
              <given-names>I</given-names>
            </name>
            <name>
              <surname>Randeva</surname>
              <given-names>HS</given-names>
            </name>
            <name>
              <surname>Weickert</surname>
              <given-names>MO</given-names>
            </name>
          </person-group>
          <article-title>Mechanisms of insulin resistance at the crossroad of obesity with associated metabolic abnormalities and cognitive dysfunction</article-title>
          <source>Int J Mol Sci</source>
          <year>2021</year>
          <volume>22</volume>
          <issue>2</issue>
          <fpage>546</fpage>
        </citation>
      </ref>
      <ref id="R8">
        <label>8</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Benedict</surname>
              <given-names>C</given-names>
            </name>
            <name>
              <surname>Hallschmid</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Hatke</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Schultes</surname>
              <given-names>B</given-names>
            </name>
            <name>
              <surname>Fehm</surname>
              <given-names>HL</given-names>
            </name>
            <name>
              <surname>Born</surname>
              <given-names>J</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Intranasal insulin improves memory in humans</article-title>
          <source>Psychoneuroendocrinology</source>
          <year>2004</year>
          <volume>29</volume>
          <fpage>1326</fpage>
          <lpage>1334</lpage>
        </citation>
      </ref>
      <ref id="R9">
        <label>9</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Biessels</surname>
              <given-names>G-J</given-names>
            </name>
            <name>
              <surname>Kamal</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Urban</surname>
              <given-names>IJ</given-names>
            </name>
            <name>
              <surname>Spruijt</surname>
              <given-names>BM</given-names>
            </name>
            <name>
              <surname>Erkelens</surname>
              <given-names>DW</given-names>
            </name>
            <name>
              <surname>Gispen</surname>
              <given-names>WH</given-names>
            </name>
          </person-group>
          <article-title>Water maze learning and hippocampal synaptic plasticity in streptozotocin-diabetic rats: effects of insulin treatment</article-title>
          <source>Brain Res</source>
          <year>1998</year>
          <volume>800</volume>
          <fpage>125</fpage>
          <lpage>135</lpage>
        </citation>
      </ref>
      <ref id="R10">
        <label>10</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Braun</surname>
              <given-names>SM</given-names>
            </name>
            <name>
              <surname>Jessberger</surname>
              <given-names>S</given-names>
            </name>
          </person-group>
          <article-title>Adult neurogenesis: mechanisms and functional significance</article-title>
          <source>Development</source>
          <year>2014</year>
          <volume>141</volume>
          <fpage>1983</fpage>
          <lpage>1986</lpage>
        </citation>
      </ref>
      <ref id="R11">
        <label>11</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Chaytor</surname>
              <given-names>NS</given-names>
            </name>
            <name>
              <surname>Barbosa-Leiker</surname>
              <given-names>C</given-names>
            </name>
            <name>
              <surname>Ryan</surname>
              <given-names>CM</given-names>
            </name>
            <name>
              <surname>Germine</surname>
              <given-names>LT</given-names>
            </name>
            <name>
              <surname>Hirsch</surname>
              <given-names>IB</given-names>
            </name>
            <name>
              <surname>Weinstock</surname>
              <given-names>RS</given-names>
            </name>
          </person-group>
          <article-title>Clinically significant cognitive impairment in older adults with type 1 diabetes</article-title>
          <source>J Diabetes Complications</source>
          <year>2019</year>
          <volume>33</volume>
          <fpage>91</fpage>
          <lpage>97</lpage>
        </citation>
      </ref>
      <ref id="R12">
        <label>12</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Chiu</surname>
              <given-names>S-L</given-names>
            </name>
            <name>
              <surname>Cline</surname>
              <given-names>HT</given-names>
            </name>
          </person-group>
          <article-title>Insulin receptor signaling in the development of neuronal structure and function</article-title>
          <source>Neural Dev</source>
          <year>2010</year>
          <volume>5</volume>
          <issue>1</issue>
          <fpage>1</fpage>
          <lpage>18</lpage>
        </citation>
      </ref>
      <ref id="R13">
        <label>13</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Choudhury</surname>
              <given-names>AI</given-names>
            </name>
            <name>
              <surname>Heffron</surname>
              <given-names>H</given-names>
            </name>
            <name>
              <surname>Smith</surname>
              <given-names>MA</given-names>
            </name>
            <name>
              <surname>Al-Qassab</surname>
              <given-names>H</given-names>
            </name>
            <name>
              <surname>Xu</surname>
              <given-names>AW</given-names>
            </name>
            <name>
              <surname>Selman</surname>
              <given-names>C</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>The role of insulin receptor substrate 2 in hypothalamic and &#x3B2; cell function</article-title>
          <source>J Clin Investig</source>
          <year>2005</year>
          <volume>115</volume>
          <fpage>940</fpage>
          <lpage>950</lpage>
        </citation>
      </ref>
      <ref id="R14">
        <label>14</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Chua</surname>
              <given-names>L-M</given-names>
            </name>
            <name>
              <surname>Lim</surname>
              <given-names>M-L</given-names>
            </name>
            <name>
              <surname>Chong</surname>
              <given-names>P-R</given-names>
            </name>
            <name>
              <surname>Hu</surname>
              <given-names>ZP</given-names>
            </name>
            <name>
              <surname>Cheung</surname>
              <given-names>NS</given-names>
            </name>
            <name>
              <surname>Wong</surname>
              <given-names>B-S</given-names>
            </name>
          </person-group>
          <article-title>Impaired neuronal insulin signaling precedes A&#x3B2; 42 Accumulation in female A&#x3B2;PPsw&#x2F; PS1&#x394;E9 Mice</article-title>
          <source>J Alzheimer&#x27;s Dis</source>
          <year>2012</year>
          <volume>29</volume>
          <fpage>783</fpage>
          <lpage>791</lpage>
        </citation>
      </ref>
      <ref id="R15">
        <label>15</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Citri</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Malenka</surname>
              <given-names>RC</given-names>
            </name>
          </person-group>
          <article-title>Synaptic plasticity: multiple forms, functions, and mechanisms</article-title>
          <source>Neuropsychopharmacol</source>
          <year>2008</year>
          <volume>33</volume>
          <fpage>18</fpage>
          <lpage>41</lpage>
        </citation>
      </ref>
      <ref id="R16">
        <label>16</label>
        <citation citation-type="book">
          <person-group person-group-type="author">
            <name>
              <surname>Cooper</surname>
              <given-names>R</given-names>
            </name>
          </person-group>
          <source>Diagnosing the diagnostic and statistical manual of mental disorders (English ed.)</source>
          <year>2018</year>
          <edition>5th ed.</edition>
          <publisher-loc>London, New York</publisher-loc>
          <publisher-name>Routledge, Taylor &#x26; Francis</publisher-name>
        </citation>
      </ref>
      <ref id="R17">
        <label>17</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Copps</surname>
              <given-names>K</given-names>
            </name>
            <name>
              <surname>White</surname>
              <given-names>M</given-names>
            </name>
          </person-group>
          <article-title>Regulation of insulin sensitivity by serine&#x2F;threonine phosphorylation of insulin receptor substrate proteins IRS1 and IRS2</article-title>
          <source>Diabetologia</source>
          <year>2012</year>
          <volume>55</volume>
          <fpage>2565</fpage>
          <lpage>2582</lpage>
        </citation>
      </ref>
      <ref id="R18">
        <label>18</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Costello</surname>
              <given-names>DA</given-names>
            </name>
            <name>
              <surname>Claret</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Al-Qassab</surname>
              <given-names>H</given-names>
            </name>
            <name>
              <surname>Plattner</surname>
              <given-names>F</given-names>
            </name>
            <name>
              <surname>Irvine</surname>
              <given-names>EE</given-names>
            </name>
            <name>
              <surname>Choudhury</surname>
              <given-names>AI</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Brain deletion of insulin receptor substrate 2 disrupts hippocampal synaptic plasticity and metaplasticity</article-title>
          <source>PLoS One</source>
          <year>2012</year>
          <volume>7</volume>
          <issue>2</issue>
          <fpage>e31124</fpage>
        </citation>
      </ref>
      <ref id="R19">
        <label>19</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>de la Monte</surname>
              <given-names>SM</given-names>
            </name>
          </person-group>
          <article-title>Contributions of brain insulin resistance and deficiency in amyloid-related neurodegeneration in Alzheimer&#x2019;s disease</article-title>
          <source>Drugs</source>
          <year>2012</year>
          <volume>72</volume>
          <fpage>49</fpage>
          <lpage>66</lpage>
        </citation>
      </ref>
      <ref id="R20">
        <label>20</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>DeTure</surname>
              <given-names>MA</given-names>
            </name>
            <name>
              <surname>Dickson</surname>
              <given-names>DW</given-names>
            </name>
          </person-group>
          <article-title>The neuropathological diagnosis of Alzheimer&#x2019;s disease</article-title>
          <source>Mol Neurodegener</source>
          <year>2019</year>
          <volume>14</volume>
          <issue>1</issue>
          <fpage>1</fpage>
          <lpage>18</lpage>
        </citation>
      </ref>
      <ref id="R21">
        <label>21</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Dewey</surname>
              <given-names>CW</given-names>
            </name>
            <name>
              <surname>Davies</surname>
              <given-names>ES</given-names>
            </name>
            <name>
              <surname>Xie</surname>
              <given-names>H</given-names>
            </name>
            <name>
              <surname>Wakshlag</surname>
              <given-names>JJ</given-names>
            </name>
          </person-group>
          <article-title>Canine cognitive dysfunction: pathophysiology, diagnosis, and treatment</article-title>
          <source>Vet Clin North Am Small Anim Pract</source>
          <year>2019</year>
          <volume>49</volume>
          <fpage>477</fpage>
          <lpage>499</lpage>
        </citation>
      </ref>
      <ref id="R22">
        <label>22</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Dickson</surname>
              <given-names>DW</given-names>
            </name>
          </person-group>
          <article-title>The pathogenesis of senile plaques</article-title>
          <source>J Neuropathol Exp Neurol</source>
          <year>1997</year>
          <volume>56</volume>
          <fpage>321</fpage>
          <lpage>339</lpage>
        </citation>
      </ref>
      <ref id="R23">
        <label>23</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Dyer</surname>
              <given-names>AH</given-names>
            </name>
            <name>
              <surname>Vahdatpour</surname>
              <given-names>C</given-names>
            </name>
            <name>
              <surname>Sanfeliu</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Tropea</surname>
              <given-names>D</given-names>
            </name>
          </person-group>
          <article-title>The role of Insulin-Like Growth Factor 1 (IGF-1) in brain development, maturation and neuroplasticity</article-title>
          <source>Neuroscience</source>
          <year>2016</year>
          <volume>325</volume>
          <fpage>89</fpage>
          <lpage>99</lpage>
        </citation>
      </ref>
      <ref id="R24">
        <label>24</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>F&#xE6;rch</surname>
              <given-names>K</given-names>
            </name>
            <name>
              <surname>Vistisen</surname>
              <given-names>D</given-names>
            </name>
            <name>
              <surname>Pacini</surname>
              <given-names>G</given-names>
            </name>
            <name>
              <surname>Torekov</surname>
              <given-names>SS</given-names>
            </name>
            <name>
              <surname>Johansen</surname>
              <given-names>NB</given-names>
            </name>
            <name>
              <surname>Witte</surname>
              <given-names>DR</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Insulin resistance is accompanied by increased fasting glucagon and delayed glucagon suppression in individuals with normal and impaired glucose regulation</article-title>
          <source>Diabetes</source>
          <year>2016</year>
          <volume>65</volume>
          <fpage>3473</fpage>
          <lpage>3481</lpage>
        </citation>
      </ref>
      <ref id="R25">
        <label>25</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Femminella</surname>
              <given-names>GD</given-names>
            </name>
            <name>
              <surname>Livingston</surname>
              <given-names>NR</given-names>
            </name>
            <name>
              <surname>Raza</surname>
              <given-names>S</given-names>
            </name>
            <name>
              <surname>Van Der Doef</surname>
              <given-names>T</given-names>
            </name>
            <name>
              <surname>Frangou</surname>
              <given-names>E</given-names>
            </name>
            <name>
              <surname>Love</surname>
              <given-names>S</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Does insulin resistance influence neurodegeneration in non-diabetic Alzheimer&#x2019;s subjects&#x3F;</article-title>
          <source>Alzheimer&#x27;s Res Ther</source>
          <year>2021</year>
          <volume>13</volume>
          <issue>1</issue>
          <fpage>47</fpage>
        </citation>
      </ref>
      <ref id="R26">
        <label>26</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Fernandez</surname>
              <given-names>AM</given-names>
            </name>
            <name>
              <surname>Torres-Alem&#xE1;n</surname>
              <given-names>I</given-names>
            </name>
          </person-group>
          <article-title>The many faces of insulin-like peptide signalling in the brain</article-title>
          <source>Nat Rev Neurosci</source>
          <year>2012</year>
          <volume>13</volume>
          <fpage>225</fpage>
          <lpage>239</lpage>
        </citation>
      </ref>
      <ref id="R27">
        <label>27</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Ferrario</surname>
              <given-names>CR</given-names>
            </name>
            <name>
              <surname>Reagan</surname>
              <given-names>LP</given-names>
            </name>
          </person-group>
          <article-title>Insulin-mediated synaptic plasticity in the CNS: Anatomical, functional and temporal contexts</article-title>
          <source>Neuropharmacology</source>
          <year>2018</year>
          <volume>136</volume>
          <fpage>182</fpage>
          <lpage>191</lpage>
        </citation>
      </ref>
      <ref id="R28">
        <label>28</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Gabbouj</surname>
              <given-names>S</given-names>
            </name>
            <name>
              <surname>Ryh&#xE4;nen</surname>
              <given-names>S</given-names>
            </name>
            <name>
              <surname>Marttinen</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Wittrahm</surname>
              <given-names>R</given-names>
            </name>
            <name>
              <surname>Takalo</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Kemppainen</surname>
              <given-names>S</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Altered insulin signaling in Alzheimer&#x2019;s disease brain&#x2013;special emphasis on PI3K-Akt pathway</article-title>
          <source>Front Neurosci</source>
          <year>2019</year>
          <volume>13</volume>
          <fpage>629</fpage>
        </citation>
      </ref>
      <ref id="R29">
        <label>29</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Gali</surname>
              <given-names>CC</given-names>
            </name>
            <name>
              <surname>Fanaee-Danesh</surname>
              <given-names>E</given-names>
            </name>
            <name>
              <surname>Zandl-Lang</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Albrecher</surname>
              <given-names>NM</given-names>
            </name>
            <name>
              <surname>Tam-Amersdorfer</surname>
              <given-names>C</given-names>
            </name>
            <name>
              <surname>Stracke</surname>
              <given-names>A</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Amyloid-beta impairs insulin signaling by accelerating autophagy-lysosomal degradation of LRP-1 and IR-&#x3B2; in blood-brain barrier endothelial cells in vitro and in 3XTg-AD mice</article-title>
          <source>Mol Cell Neurosci</source>
          <year>2019</year>
          <volume>99</volume>
          <fpage>103390</fpage>
        </citation>
      </ref>
      <ref id="R30">
        <label>30</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Gasparini</surname>
              <given-names>L</given-names>
            </name>
            <name>
              <surname>Gouras</surname>
              <given-names>GK</given-names>
            </name>
            <name>
              <surname>Wang</surname>
              <given-names>R</given-names>
            </name>
            <name>
              <surname>Gross</surname>
              <given-names>RS</given-names>
            </name>
            <name>
              <surname>Beal</surname>
              <given-names>MF</given-names>
            </name>
            <name>
              <surname>Greengard</surname>
              <given-names>P</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Stimulation of &#x3B2;-amyloid precursor protein trafficking by insulin reduces intraneuronal &#x3B2;-amyloid and requires mitogen-activated protein kinase signaling</article-title>
          <source>J Neurosci</source>
          <year>2001</year>
          <volume>21</volume>
          <fpage>2561</fpage>
          <lpage>2570</lpage>
        </citation>
      </ref>
      <ref id="R31">
        <label>31</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Gasparini</surname>
              <given-names>L</given-names>
            </name>
            <name>
              <surname>Netzer</surname>
              <given-names>WJ</given-names>
            </name>
            <name>
              <surname>Greengard</surname>
              <given-names>P</given-names>
            </name>
            <name>
              <surname>Xu</surname>
              <given-names>H</given-names>
            </name>
          </person-group>
          <article-title>Does insulin dysfunction play a role in Alzheimer&#x27;s disease&#x3F;</article-title>
          <source>Trends Pharmacol Sci</source>
          <year>2002</year>
          <volume>23</volume>
          <fpage>288</fpage>
          <lpage>293</lpage>
        </citation>
      </ref>
      <ref id="R32">
        <label>32</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Gorelick</surname>
              <given-names>PB</given-names>
            </name>
            <name>
              <surname>Scuteri</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Black</surname>
              <given-names>SE</given-names>
            </name>
            <name>
              <surname>DeCarli</surname>
              <given-names>C</given-names>
            </name>
            <name>
              <surname>Greenberg</surname>
              <given-names>SM</given-names>
            </name>
            <name>
              <surname>Iadecola</surname>
              <given-names>C</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Vascular contributions to cognitive impairment and dementia: a statement for healthcare professionals from the American Heart Association&#x2F;American Stroke Association</article-title>
          <source>Stroke</source>
          <year>2011</year>
          <volume>42</volume>
          <fpage>2672</fpage>
          <lpage>2713</lpage>
        </citation>
      </ref>
      <ref id="R33">
        <label>33</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Grillo</surname>
              <given-names>CA</given-names>
            </name>
            <name>
              <surname>Piroli</surname>
              <given-names>GG</given-names>
            </name>
            <name>
              <surname>Kaigler</surname>
              <given-names>KF</given-names>
            </name>
            <name>
              <surname>Wilson</surname>
              <given-names>SP</given-names>
            </name>
            <name>
              <surname>Wilson</surname>
              <given-names>MA</given-names>
            </name>
            <name>
              <surname>Reagan</surname>
              <given-names>LP</given-names>
            </name>
          </person-group>
          <article-title>Downregulation of hypothalamic insulin receptor expression elicits depressive-like behaviors in rats</article-title>
          <source>Behav Brain Res</source>
          <year>2011</year>
          <volume>222</volume>
          <fpage>230</fpage>
          <lpage>235</lpage>
        </citation>
      </ref>
      <ref id="R34">
        <label>34</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Grillo</surname>
              <given-names>CA</given-names>
            </name>
            <name>
              <surname>Piroli</surname>
              <given-names>GG</given-names>
            </name>
            <name>
              <surname>Lawrence</surname>
              <given-names>RC</given-names>
            </name>
            <name>
              <surname>Wrighten</surname>
              <given-names>SA</given-names>
            </name>
            <name>
              <surname>Green</surname>
              <given-names>AJ</given-names>
            </name>
            <name>
              <surname>Wilson</surname>
              <given-names>SP</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Hippocampal insulin resistance impairs spatial learning and synaptic plasticity</article-title>
          <source>Diabetes</source>
          <year>2015</year>
          <volume>64</volume>
          <fpage>3927</fpage>
          <lpage>3936</lpage>
        </citation>
      </ref>
      <ref id="R35">
        <label>35</label>
        <citation citation-type="book">
          <person-group person-group-type="author">
            <name>
              <surname>Hall</surname>
              <given-names>JE</given-names>
            </name>
          </person-group>
          <source>Guyton and Hall textbook of medical physiology (E-Book)</source>
          <year>2015</year>
          <edition>13th ed.</edition>
          <publisher-loc>Amsterdam</publisher-loc>
          <publisher-name>Saunders, Elsevier Health Sciences</publisher-name>
        </citation>
      </ref>
      <ref id="R36">
        <label>36</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Hamer</surname>
              <given-names>JA</given-names>
            </name>
            <name>
              <surname>Testani</surname>
              <given-names>D</given-names>
            </name>
            <name>
              <surname>Mansur</surname>
              <given-names>RB</given-names>
            </name>
            <name>
              <surname>Lee</surname>
              <given-names>Y</given-names>
            </name>
            <name>
              <surname>Subramaniapillai</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>McIntyre</surname>
              <given-names>RS</given-names>
            </name>
          </person-group>
          <article-title>Brain insulin resistance: A treatment target for cognitive impairment and anhedonia in depression</article-title>
          <source>Exp Neurol</source>
          <year>2019</year>
          <volume>315</volume>
          <fpage>1</fpage>
          <lpage>8</lpage>
        </citation>
      </ref>
      <ref id="R37">
        <label>37</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Hampel</surname>
              <given-names>H</given-names>
            </name>
            <name>
              <surname>Mesulam</surname>
              <given-names>M-M</given-names>
            </name>
            <name>
              <surname>Cuello</surname>
              <given-names>AC</given-names>
            </name>
            <name>
              <surname>Farlow</surname>
              <given-names>MR</given-names>
            </name>
            <name>
              <surname>Giacobini</surname>
              <given-names>E</given-names>
            </name>
            <name>
              <surname>Grossberg</surname>
              <given-names>GT</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>The cholinergic system in the pathophysiology and treatment of Alzheimer&#x2019;s disease</article-title>
          <source>Brain</source>
          <year>2018</year>
          <volume>141</volume>
          <fpage>1917</fpage>
          <lpage>1933</lpage>
        </citation>
      </ref>
      <ref id="R38">
        <label>38</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Hassan</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Kandel</surname>
              <given-names>RS</given-names>
            </name>
            <name>
              <surname>Mishra</surname>
              <given-names>R</given-names>
            </name>
            <name>
              <surname>Gautam</surname>
              <given-names>J</given-names>
            </name>
            <name>
              <surname>Alaref</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Jahan</surname>
              <given-names>N</given-names>
            </name>
          </person-group>
          <article-title>Diabetes mellitus and Parkinson&#x27;s disease: shared pathophysiological links and possible therapeutic implications</article-title>
          <source>Cureus</source>
          <year>2020</year>
          <volume>12</volume>
          <issue>8</issue>
          <fpage>e9853</fpage>
        </citation>
      </ref>
      <ref id="R39">
        <label>39</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Ho</surname>
              <given-names>CK</given-names>
            </name>
            <name>
              <surname>Sriram</surname>
              <given-names>G</given-names>
            </name>
            <name>
              <surname>Dipple</surname>
              <given-names>KM</given-names>
            </name>
          </person-group>
          <article-title>Insulin sensitivity predictions in individuals with obesity and type II diabetes mellitus using mathematical model of the insulin signal transduction pathway</article-title>
          <source>Mol Genet Metab</source>
          <year>2016</year>
          <volume>119</volume>
          <fpage>288</fpage>
          <lpage>292</lpage>
        </citation>
      </ref>
      <ref id="R40">
        <label>40</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Hogg</surname>
              <given-names>E</given-names>
            </name>
            <name>
              <surname>Athreya</surname>
              <given-names>K</given-names>
            </name>
            <name>
              <surname>Basile</surname>
              <given-names>C</given-names>
            </name>
            <name>
              <surname>Tan</surname>
              <given-names>EE</given-names>
            </name>
            <name>
              <surname>Kaminski</surname>
              <given-names>J</given-names>
            </name>
            <name>
              <surname>Tagliati</surname>
              <given-names>M</given-names>
            </name>
          </person-group>
          <article-title>High prevalence of undiagnosed insulin resistance in non-diabetic subjects with Parkinson&#x2019;s disease</article-title>
          <source>J Parkinson&#x27;s Dis</source>
          <year>2018</year>
          <volume>8</volume>
          <fpage>259</fpage>
          <lpage>265</lpage>
        </citation>
      </ref>
      <ref id="R41">
        <label>41</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Hopkins</surname>
              <given-names>D</given-names>
            </name>
            <name>
              <surname>Williams</surname>
              <given-names>G</given-names>
            </name>
          </person-group>
          <article-title>Insulin receptors are widely distributed in human brain and bind human and porcine insulin with equal affinity</article-title>
          <source>Diabet Med</source>
          <year>1997</year>
          <volume>14</volume>
          <fpage>1044</fpage>
          <lpage>1050</lpage>
        </citation>
      </ref>
      <ref id="R42">
        <label>42</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Inkster</surname>
              <given-names>B</given-names>
            </name>
            <name>
              <surname>Zai</surname>
              <given-names>G</given-names>
            </name>
            <name>
              <surname>Lewis</surname>
              <given-names>G</given-names>
            </name>
            <name>
              <surname>Miskowiak</surname>
              <given-names>KW</given-names>
            </name>
          </person-group>
          <article-title>GSK3&#x3B2;: a plausible mechanism of cognitive and hippocampal changes induced by erythropoietin treatment in mood disorders&#x3F;</article-title>
          <source>Transl Psychiatry</source>
          <year>2018</year>
          <volume>8</volume>
          <issue>1</issue>
          <fpage>216</fpage>
        </citation>
      </ref>
      <ref id="R43">
        <label>43</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Joost</surname>
              <given-names>H-G</given-names>
            </name>
            <name>
              <surname>Thorens</surname>
              <given-names>B</given-names>
            </name>
          </person-group>
          <article-title>The extended GLUT-family of sugar&#x2F;polyol transport facilitators: nomenclature, sequence characteristics, and potential function of its novel members</article-title>
          <source>Mol Membrane Biol</source>
          <year>2001</year>
          <volume>18</volume>
          <fpage>247</fpage>
          <lpage>256</lpage>
        </citation>
      </ref>
      <ref id="R44">
        <label>44</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Kim</surname>
              <given-names>B</given-names>
            </name>
            <name>
              <surname>Feldman</surname>
              <given-names>EL</given-names>
            </name>
          </person-group>
          <article-title>Insulin resistance as a key link for the increased risk of cognitive impairment in the metabolic syndrome</article-title>
          <source>Exp Mol Med</source>
          <year>2015</year>
          <volume>47</volume>
          <issue>3</issue>
          <fpage>e149</fpage>
        </citation>
      </ref>
      <ref id="R45">
        <label>45</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Kiselyov</surname>
              <given-names>VV</given-names>
            </name>
            <name>
              <surname>Versteyhe</surname>
              <given-names>S</given-names>
            </name>
            <name>
              <surname>Gauguin</surname>
              <given-names>L</given-names>
            </name>
            <name>
              <surname>De Meyts</surname>
              <given-names>P</given-names>
            </name>
          </person-group>
          <article-title>Harmonic oscillator model of the insulin and IGF1 receptors&#x2019; allosteric binding and activation</article-title>
          <source>Mol Syst Biol</source>
          <year>2009</year>
          <volume>5</volume>
          <issue>1</issue>
          <fpage>243</fpage>
        </citation>
      </ref>
      <ref id="R46">
        <label>46</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Kitagishi</surname>
              <given-names>Y</given-names>
            </name>
            <name>
              <surname>Kobayashi</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Kikuta</surname>
              <given-names>K</given-names>
            </name>
            <name>
              <surname>Matsuda</surname>
              <given-names>S</given-names>
            </name>
          </person-group>
          <article-title>Roles of PI3K&#x2F;AKT&#x2F;GSK3&#x2F;mTOR pathway in cell signaling of mental illnesses</article-title>
          <source>Depress Res Treat</source>
          <year>2012</year>
          <volume>2012</volume>
          <fpage>752563</fpage>
        </citation>
      </ref>
      <ref id="R47">
        <label>47</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Kleinridders</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Ferris</surname>
              <given-names>HA</given-names>
            </name>
            <name>
              <surname>Cai</surname>
              <given-names>W</given-names>
            </name>
            <name>
              <surname>Kahn</surname>
              <given-names>CR</given-names>
            </name>
          </person-group>
          <article-title>Insulin action in brain regulates systemic metabolism and brain function</article-title>
          <source>Diabetes</source>
          <year>2014</year>
          <volume>63</volume>
          <fpage>2232</fpage>
          <lpage>2243</lpage>
        </citation>
      </ref>
      <ref id="R48">
        <label>48</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Kleinridders</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Ferris</surname>
              <given-names>HA</given-names>
            </name>
            <name>
              <surname>Tovar</surname>
              <given-names>S</given-names>
            </name>
          </person-group>
          <article-title>Editorial: Crosstalk of mitochondria with brain insulin and leptin signaling</article-title>
          <source>Front Endocrinol (Lausanne)</source>
          <year>2018</year>
          <volume>9</volume>
          <fpage>761</fpage>
        </citation>
      </ref>
      <ref id="R49">
        <label>49</label>
        <citation citation-type="book">
          <person-group person-group-type="author">
            <name>
              <surname>Koeppen</surname>
              <given-names>BM</given-names>
            </name>
            <name>
              <surname>Stanton</surname>
              <given-names>BA</given-names>
            </name>
          </person-group>
          <source>Berne and Levy physiology e-book</source>
          <year>2017</year>
          <edition>7th ed.</edition>
          <publisher-loc>Amsterdam</publisher-loc>
          <publisher-name>Elsevier Health Sciences</publisher-name>
        </citation>
      </ref>
      <ref id="R50">
        <label>50</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Krabbe</surname>
              <given-names>K</given-names>
            </name>
            <name>
              <surname>Nielsen</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Krogh-Madsen</surname>
              <given-names>R</given-names>
            </name>
            <name>
              <surname>Plomgaard</surname>
              <given-names>P</given-names>
            </name>
            <name>
              <surname>Rasmussen</surname>
              <given-names>P</given-names>
            </name>
            <name>
              <surname>Erikstrup</surname>
              <given-names>C</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Brain-derived neurotrophic factor (BDNF) and type 2 diabetes</article-title>
          <source>Diabetologia</source>
          <year>2007</year>
          <volume>50</volume>
          <fpage>431</fpage>
          <lpage>438</lpage>
        </citation>
      </ref>
      <ref id="R51">
        <label>51</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Lee</surname>
              <given-names>C-C</given-names>
            </name>
            <name>
              <surname>Huang</surname>
              <given-names>C-C</given-names>
            </name>
            <name>
              <surname>Hsu</surname>
              <given-names>K-S</given-names>
            </name>
          </person-group>
          <article-title>Insulin promotes dendritic spine and synapse formation by the PI3K&#x2F;Akt&#x2F;mTOR and Rac1 signaling pathways</article-title>
          <source>Neuropharmacology</source>
          <year>2011</year>
          <volume>61</volume>
          <fpage>867</fpage>
          <lpage>879</lpage>
        </citation>
      </ref>
      <ref id="R52">
        <label>52</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Liu</surname>
              <given-names>S</given-names>
            </name>
            <name>
              <surname>Labouebe</surname>
              <given-names>G</given-names>
            </name>
            <name>
              <surname>Karunakaran</surname>
              <given-names>S</given-names>
            </name>
            <name>
              <surname>Clee</surname>
              <given-names>S</given-names>
            </name>
            <name>
              <surname>Borgland</surname>
              <given-names>S</given-names>
            </name>
          </person-group>
          <article-title>Effect of insulin on excitatory synaptic transmission onto dopamine neurons of the ventral tegmental area in a mouse model of hyperinsulinemia</article-title>
          <source>Nutr Diabetes</source>
          <year>2013</year>
          <volume>3</volume>
          <issue>12</issue>
          <fpage>e97</fpage>
        </citation>
      </ref>
      <ref id="R53">
        <label>53</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Lu</surname>
              <given-names>B</given-names>
            </name>
            <name>
              <surname>Nagappan</surname>
              <given-names>G</given-names>
            </name>
            <name>
              <surname>Lu</surname>
              <given-names>Y</given-names>
            </name>
          </person-group>
          <article-title>BDNF and synaptic plasticity, cognitive function, and dysfunction</article-title>
          <source>Handb Exp Pharmacol</source>
          <year>2014</year>
          <volume>220</volume>
          <fpage>223</fpage>
          <lpage>250</lpage>
        </citation>
      </ref>
      <ref id="R54">
        <label>54</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Lv</surname>
              <given-names>H</given-names>
            </name>
            <name>
              <surname>Tang</surname>
              <given-names>L</given-names>
            </name>
            <name>
              <surname>Guo</surname>
              <given-names>C</given-names>
            </name>
            <name>
              <surname>Jiang</surname>
              <given-names>Y</given-names>
            </name>
            <name>
              <surname>Gao</surname>
              <given-names>C</given-names>
            </name>
            <name>
              <surname>Wang</surname>
              <given-names>Y</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Intranasal insulin administration may be highly effective in improving cognitive function in mice with cognitive dysfunction by reversing brain insulin resistance</article-title>
          <source>Cogn Neurodyn</source>
          <year>2020</year>
          <volume>14</volume>
          <fpage>323</fpage>
          <lpage>338</lpage>
        </citation>
      </ref>
      <ref id="R55">
        <label>55</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Mayne</surname>
              <given-names>PE</given-names>
            </name>
            <name>
              <surname>Burne</surname>
              <given-names>TH</given-names>
            </name>
          </person-group>
          <article-title>Vitamin D in synaptic plasticity, cognitive function, and neuropsychiatric illness</article-title>
          <source>Trends Neurosci</source>
          <year>2019</year>
          <volume>42</volume>
          <fpage>293</fpage>
          <lpage>306</lpage>
        </citation>
      </ref>
      <ref id="R56">
        <label>56</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>McNay</surname>
              <given-names>EC</given-names>
            </name>
            <name>
              <surname>Recknagel</surname>
              <given-names>AK</given-names>
            </name>
          </person-group>
          <article-title>Brain insulin signaling: a key component of cognitive processes and a potential basis for cognitive impairment in type 2 diabetes</article-title>
          <source>Neurobiol Learn Mem</source>
          <year>2011</year>
          <volume>96</volume>
          <fpage>432</fpage>
          <lpage>442</lpage>
        </citation>
      </ref>
      <ref id="R57">
        <label>57</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Membrez</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Hummler</surname>
              <given-names>E</given-names>
            </name>
            <name>
              <surname>Beermann</surname>
              <given-names>F</given-names>
            </name>
            <name>
              <surname>Haefliger</surname>
              <given-names>J-A</given-names>
            </name>
            <name>
              <surname>Savioz</surname>
              <given-names>R</given-names>
            </name>
            <name>
              <surname>Pedrazzini</surname>
              <given-names>T</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>GLUT8 is dispensable for embryonic development but influences hippocampal neurogenesis and heart function</article-title>
          <source>Mol Cell Biol</source>
          <year>2006</year>
          <volume>26</volume>
          <fpage>4268</fpage>
          <lpage>4276</lpage>
        </citation>
      </ref>
      <ref id="R58">
        <label>58</label>
        <citation citation-type="journal">
          <collab>Moran C, Beare R, Wang W, Callisaya M, Srikanth V, Alzheimer&#x27;s Disease Neuroimaging Initiative (ADNI)</collab>
          <article-title>Type 2 diabetes mellitus, brain atrophy, and cognitive decline</article-title>
          <source>Neurology</source>
          <year>2019</year>
          <volume>92</volume>
          <issue>8</issue>
          <fpage>e823</fpage>
          <lpage>e830</lpage>
        </citation>
      </ref>
      <ref id="R59">
        <label>59</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Mullins</surname>
              <given-names>RJ</given-names>
            </name>
            <name>
              <surname>Diehl</surname>
              <given-names>TC</given-names>
            </name>
            <name>
              <surname>Chia</surname>
              <given-names>CW</given-names>
            </name>
            <name>
              <surname>Kapogiannis</surname>
              <given-names>D</given-names>
            </name>
          </person-group>
          <article-title>Insulin resistance as a link between amyloid-beta and tau pathologies in Alzheimer&#x2019;s disease</article-title>
          <source>Front Aging Neurosci</source>
          <year>2017</year>
          <volume>9</volume>
          <fpage>118</fpage>
        </citation>
      </ref>
      <ref id="R60">
        <label>60</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Ochiai</surname>
              <given-names>T</given-names>
            </name>
            <name>
              <surname>Sano</surname>
              <given-names>T</given-names>
            </name>
            <name>
              <surname>Nagayama</surname>
              <given-names>T</given-names>
            </name>
            <name>
              <surname>Kubota</surname>
              <given-names>N</given-names>
            </name>
            <name>
              <surname>Kadowaki</surname>
              <given-names>T</given-names>
            </name>
            <name>
              <surname>Wakabayashi</surname>
              <given-names>T</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Differential involvement of insulin receptor substrate (IRS)-1 and IRS-2 in brain insulin signaling is associated with the effects on amyloid pathology in a mouse model of Alzheimer&#x27;s disease</article-title>
          <source>Neurobiol Dis</source>
          <year>2021</year>
          <volume>159</volume>
          <fpage>105510</fpage>
        </citation>
      </ref>
      <ref id="R61">
        <label>61</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Otte</surname>
              <given-names>D-M</given-names>
            </name>
            <name>
              <surname>Sommersberg</surname>
              <given-names>B</given-names>
            </name>
            <name>
              <surname>Kudin</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Guerrero</surname>
              <given-names>C</given-names>
            </name>
            <name>
              <surname>Albayram</surname>
              <given-names>&#xD6;</given-names>
            </name>
            <name>
              <surname>Filiou</surname>
              <given-names>MD</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>N-acetyl cysteine treatment rescues cognitive deficits induced by mitochondrial dysfunction in G72&#x2F;G30 transgenic mice</article-title>
          <source>Neuropsychopharmacol</source>
          <year>2011</year>
          <volume>36</volume>
          <fpage>2233</fpage>
          <lpage>2243</lpage>
        </citation>
      </ref>
      <ref id="R62">
        <label>62</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Pieczenik</surname>
              <given-names>SR</given-names>
            </name>
            <name>
              <surname>Neustadt</surname>
              <given-names>J</given-names>
            </name>
          </person-group>
          <article-title>Mitochondrial dysfunction and molecular pathways of disease</article-title>
          <source>Exp Mol Pathol</source>
          <year>2007</year>
          <volume>83</volume>
          <issue>1</issue>
          <fpage>84</fpage>
          <lpage>92</lpage>
        </citation>
      </ref>
      <ref id="R63">
        <label>63</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Pinna</surname>
              <given-names>F</given-names>
            </name>
            <name>
              <surname>Diana</surname>
              <given-names>E</given-names>
            </name>
            <name>
              <surname>Sanna</surname>
              <given-names>L</given-names>
            </name>
            <name>
              <surname>Deiana</surname>
              <given-names>V</given-names>
            </name>
            <name>
              <surname>Manchia</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Nicotra</surname>
              <given-names>E</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Assessment of eating disorders with the diabetes eating problems survey&#x2013;revised (DEPS-R) in a representative sample of insulin-treated diabetic patients: a validation study in Italy</article-title>
          <source>BMC Ppsychiatry</source>
          <year>2017</year>
          <volume>17</volume>
          <issue>1</issue>
          <fpage>262</fpage>
        </citation>
      </ref>
      <ref id="R64">
        <label>64</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Pipatpiboon</surname>
              <given-names>N</given-names>
            </name>
            <name>
              <surname>Pratchayasakul</surname>
              <given-names>W</given-names>
            </name>
            <name>
              <surname>Chattipakorn</surname>
              <given-names>N</given-names>
            </name>
            <name>
              <surname>Chattipakorn</surname>
              <given-names>SC</given-names>
            </name>
          </person-group>
          <article-title>PPAR&#x3B3; agonist improves neuronal insulin receptor function in hippocampus and brain mitochondria function in rats with insulin resistance induced by long term high-fat diets</article-title>
          <source>Endocrinology</source>
          <year>2012</year>
          <volume>153</volume>
          <fpage>329</fpage>
          <lpage>338</lpage>
        </citation>
      </ref>
      <ref id="R65">
        <label>65</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Pomytkin</surname>
              <given-names>I</given-names>
            </name>
            <name>
              <surname>Pinelis</surname>
              <given-names>V</given-names>
            </name>
          </person-group>
          <article-title>Brain insulin resistance: Focus on insulin receptor-mitochondria interactions</article-title>
          <source>Life</source>
          <year>2021</year>
          <volume>11</volume>
          <issue>3</issue>
          <fpage>262</fpage>
        </citation>
      </ref>
      <ref id="R66">
        <label>66</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Porter</surname>
              <given-names>KM</given-names>
            </name>
            <name>
              <surname>Ward</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Hughes</surname>
              <given-names>CF</given-names>
            </name>
            <name>
              <surname>O&#x2019;Kane</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Hoey</surname>
              <given-names>L</given-names>
            </name>
            <name>
              <surname>McCann</surname>
              <given-names>A</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Hyperglycemia and metformin use are associated with B vitamin deficiency and cognitive dysfunction in older adults</article-title>
          <source>J Clin Endocrinol Metab</source>
          <year>2019</year>
          <volume>104</volume>
          <fpage>4837</fpage>
          <lpage>4847</lpage>
        </citation>
      </ref>
      <ref id="R67">
        <label>67</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Reich</surname>
              <given-names>D</given-names>
            </name>
            <name>
              <surname>Gallucci</surname>
              <given-names>G</given-names>
            </name>
            <name>
              <surname>Tong</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>de la Monte</surname>
              <given-names>S</given-names>
            </name>
          </person-group>
          <article-title>Therapeutic advantages of dual targeting of PPAR-&#x3B4; and PPAR-&#x3B3; in an experimental model of sporadic Alzheimer&#x2019;s disease</article-title>
          <source>J Parkinson&#x27;s Dis Alzheimer&#x27;s Dis</source>
          <year>2018</year>
          <volume>5</volume>
          <issue>1</issue>
          <fpage>10.13188/2376</fpage>
          <lpage>1922X.1000025</lpage>
        </citation>
      </ref>
      <ref id="R68">
        <label>68</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Rippin</surname>
              <given-names>I</given-names>
            </name>
            <name>
              <surname>Eldar-Finkelman</surname>
              <given-names>H</given-names>
            </name>
          </person-group>
          <article-title>Mechanisms and therapeutic implications of GSK-3 in treating neurodegeneration</article-title>
          <source>Cells</source>
          <year>2021</year>
          <volume>10</volume>
          <issue>2</issue>
          <fpage>262</fpage>
        </citation>
      </ref>
      <ref id="R69">
        <label>69</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Rogers</surname>
              <given-names>JT</given-names>
            </name>
            <name>
              <surname>Morganti</surname>
              <given-names>JM</given-names>
            </name>
            <name>
              <surname>Bachstetter</surname>
              <given-names>AD</given-names>
            </name>
            <name>
              <surname>Hudson</surname>
              <given-names>CE</given-names>
            </name>
            <name>
              <surname>Peters</surname>
              <given-names>MM</given-names>
            </name>
            <name>
              <surname>Grimmig</surname>
              <given-names>BA</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>CX3CR1 deficiency leads to impairment of hippocampal cognitive function and synaptic plasticity</article-title>
          <source>J Neurosci</source>
          <year>2011</year>
          <volume>31</volume>
          <fpage>16241</fpage>
          <lpage>16250</lpage>
        </citation>
      </ref>
      <ref id="R70">
        <label>70</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Sang</surname>
              <given-names>YM</given-names>
            </name>
            <name>
              <surname>Wang</surname>
              <given-names>LJ</given-names>
            </name>
            <name>
              <surname>Mao</surname>
              <given-names>HX</given-names>
            </name>
            <name>
              <surname>Lou</surname>
              <given-names>XY</given-names>
            </name>
            <name>
              <surname>Zhu</surname>
              <given-names>YJ</given-names>
            </name>
          </person-group>
          <article-title>The association of short-term memory and cognitive impairment with ghrelin, leptin, and cortisol levels in non-diabetic and diabetic elderly individuals</article-title>
          <source>Acta Diabetol</source>
          <year>2018</year>
          <volume>55</volume>
          <fpage>531</fpage>
          <lpage>539</lpage>
        </citation>
      </ref>
      <ref id="R71">
        <label>71</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Sastre</surname>
              <given-names>AA</given-names>
            </name>
            <name>
              <surname>Vernooij</surname>
              <given-names>RW</given-names>
            </name>
            <name>
              <surname>Harmand</surname>
              <given-names>MGC</given-names>
            </name>
            <name>
              <surname>Mart&#xED;nez</surname>
              <given-names>G</given-names>
            </name>
          </person-group>
          <article-title>Effect of the treatment of type 2 diabetes mellitus on the development of cognitive impairment and dementia</article-title>
          <source>Cochrane Database of Syst Rev</source>
          <year>2017</year>
          <volume>6</volume>
          <issue>6</issue>
          <fpage>CD003804</fpage>
        </citation>
      </ref>
      <ref id="R72">
        <label>72</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Scaglia</surname>
              <given-names>F</given-names>
            </name>
          </person-group>
          <article-title>The role of mitochondrial dysfunction in psychiatric disease</article-title>
          <source>Dev Disabil Res Rev</source>
          <year>2010</year>
          <volume>16</volume>
          <fpage>136</fpage>
          <lpage>143</lpage>
        </citation>
      </ref>
      <ref id="R73">
        <label>73</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Schell</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Wardelmann</surname>
              <given-names>K</given-names>
            </name>
            <name>
              <surname>Kleinridders</surname>
              <given-names>A</given-names>
            </name>
          </person-group>
          <article-title>Untangling the effect of insulin action on brain mitochondria and metabolism</article-title>
          <source>J Neuroendocrinol</source>
          <year>2021</year>
          <volume>33</volume>
          <issue>4</issue>
          <fpage>e12932</fpage>
        </citation>
      </ref>
      <ref id="R74">
        <label>74</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Shorter</surname>
              <given-names>E</given-names>
            </name>
          </person-group>
          <article-title>The history of nosology and the rise of the Diagnostic and Statistical Manual of Mental Disorders</article-title>
          <source>Dialogues Clin Neurosci</source>
          <year>2015</year>
          <volume>17</volume>
          <issue>1</issue>
          <fpage>59</fpage>
          <lpage>67</lpage>
        </citation>
      </ref>
      <ref id="R75">
        <label>75</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Simpson</surname>
              <given-names>I</given-names>
            </name>
            <name>
              <surname>Carruthers</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Vannucci</surname>
              <given-names>SJ</given-names>
            </name>
          </person-group>
          <article-title>Supply and demand in cerebral energy metabolism: the role of nutrient transporters</article-title>
          <source>J Cereb Blood Flow Metab</source>
          <year>2007</year>
          <volume>27</volume>
          <fpage>1766</fpage>
          <lpage>1791</lpage>
        </citation>
      </ref>
      <ref id="R76">
        <label>76</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Soto</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Cai</surname>
              <given-names>W</given-names>
            </name>
            <name>
              <surname>Konishi</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Kahn</surname>
              <given-names>CR</given-names>
            </name>
          </person-group>
          <article-title>Insulin signaling in the hippocampus and amygdala regulates metabolism and neurobehavior</article-title>
          <source>Proc Natl Acad Sci U S A</source>
          <year>2019</year>
          <volume>116</volume>
          <fpage>6379</fpage>
          <lpage>6384</lpage>
        </citation>
      </ref>
      <ref id="R77">
        <label>77</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Spinelli</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Fusco</surname>
              <given-names>S</given-names>
            </name>
            <name>
              <surname>Grassi</surname>
              <given-names>C</given-names>
            </name>
          </person-group>
          <article-title>Brain insulin resistance and hippocampal plasticity: mechanisms and biomarkers of cognitive decline</article-title>
          <source>Front Neuroscience</source>
          <year>2019</year>
          <volume>13</volume>
          <fpage>788</fpage>
        </citation>
      </ref>
      <ref id="R78">
        <label>78</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Sripetchwandee</surname>
              <given-names>J</given-names>
            </name>
            <name>
              <surname>Chattipakorn</surname>
              <given-names>N</given-names>
            </name>
            <name>
              <surname>Chattipakorn</surname>
              <given-names>SC</given-names>
            </name>
          </person-group>
          <article-title>Links between obesity-induced brain insulin resistance, brain mitochondrial dysfunction, and dementia</article-title>
          <source>Front Endocrinol</source>
          <year>2018</year>
          <volume>9</volume>
          <fpage>496</fpage>
        </citation>
      </ref>
      <ref id="R79">
        <label>79</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Stanciu</surname>
              <given-names>GD</given-names>
            </name>
            <name>
              <surname>Rusu</surname>
              <given-names>RN</given-names>
            </name>
            <name>
              <surname>Bild</surname>
              <given-names>V</given-names>
            </name>
            <name>
              <surname>Filipiuc</surname>
              <given-names>LE</given-names>
            </name>
            <name>
              <surname>Tamba</surname>
              <given-names>B-I</given-names>
            </name>
            <name>
              <surname>Ababei</surname>
              <given-names>DC</given-names>
            </name>
          </person-group>
          <article-title>Systemic actions of SGLT2 inhibition on chronic mTOR activation as a shared pathogenic mechanism between Alzheimer&#x2019;s disease and diabetes</article-title>
          <source>Biomedicines</source>
          <year>2021</year>
          <volume>9</volume>
          <issue>5</issue>
          <fpage>576</fpage>
        </citation>
      </ref>
      <ref id="R80">
        <label>80</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Stranahan</surname>
              <given-names>AM</given-names>
            </name>
            <name>
              <surname>Norman</surname>
              <given-names>ED</given-names>
            </name>
            <name>
              <surname>Lee</surname>
              <given-names>K</given-names>
            </name>
            <name>
              <surname>Cutler</surname>
              <given-names>RG</given-names>
            </name>
            <name>
              <surname>Telljohann</surname>
              <given-names>RS</given-names>
            </name>
            <name>
              <surname>Egan</surname>
              <given-names>JM</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Diet&#x2010;induced insulin resistance impairs hippocampal synaptic plasticity and cognition in middle&#x2010;aged rats</article-title>
          <source>Hippocampus</source>
          <year>2008</year>
          <volume>18</volume>
          <fpage>1085</fpage>
          <lpage>1088</lpage>
        </citation>
      </ref>
      <ref id="R81">
        <label>81</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Sun</surname>
              <given-names>Y</given-names>
            </name>
            <name>
              <surname>Ma</surname>
              <given-names>C</given-names>
            </name>
            <name>
              <surname>Sun</surname>
              <given-names>H</given-names>
            </name>
            <name>
              <surname>Wang</surname>
              <given-names>H</given-names>
            </name>
            <name>
              <surname>Peng</surname>
              <given-names>W</given-names>
            </name>
            <name>
              <surname>Zhou</surname>
              <given-names>Z</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Metabolism: a novel shared link between Diabetes mellitus and Alzheimer&#x2019;s disease</article-title>
          <source>J Diabetes Res</source>
          <year>2020</year>
          <volume>2020</volume>
          <fpage>4981814</fpage>
        </citation>
      </ref>
      <ref id="R82">
        <label>82</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Szeg&#x151;</surname>
              <given-names>&#xC9;M</given-names>
            </name>
            <name>
              <surname>Dominguez-Meijide</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Gerhardt</surname>
              <given-names>E</given-names>
            </name>
            <name>
              <surname>K&#xF6;nig</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Koss</surname>
              <given-names>DJ</given-names>
            </name>
            <name>
              <surname>Li</surname>
              <given-names>W</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Cytosolic trapping of a mitochondrial heat shock protein is an early pathological event in synucleinopathies</article-title>
          <source>Cell Rep</source>
          <year>2019</year>
          <volume>28</volume>
          <fpage>65</fpage>
          <lpage>77</lpage>
        </citation>
      </ref>
      <ref id="R83">
        <label>83</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Talbot</surname>
              <given-names>K</given-names>
            </name>
            <name>
              <surname>Wang</surname>
              <given-names>H-Y</given-names>
            </name>
            <name>
              <surname>Kazi</surname>
              <given-names>H</given-names>
            </name>
            <name>
              <surname>Han</surname>
              <given-names>L-Y</given-names>
            </name>
            <name>
              <surname>Bakshi</surname>
              <given-names>KP</given-names>
            </name>
            <name>
              <surname>Stucky</surname>
              <given-names>A</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Demonstrated brain insulin resistance in Alzheimer&#x2019;s disease patients is associated with IGF-1 resistance, IRS-1 dysregulation, and cognitive decline</article-title>
          <source>J Clin Investig</source>
          <year>2012</year>
          <volume>122</volume>
          <fpage>1316</fpage>
          <lpage>1338</lpage>
        </citation>
      </ref>
      <ref id="R84">
        <label>84</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Tiedemann</surname>
              <given-names>LJ</given-names>
            </name>
            <name>
              <surname>Schmid</surname>
              <given-names>SM</given-names>
            </name>
            <name>
              <surname>Hettel</surname>
              <given-names>J</given-names>
            </name>
            <name>
              <surname>Giesen</surname>
              <given-names>K</given-names>
            </name>
            <name>
              <surname>Francke</surname>
              <given-names>P</given-names>
            </name>
            <name>
              <surname>B&#xFC;chel</surname>
              <given-names>C</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Central insulin modulates food valuation via mesolimbic pathways</article-title>
          <source>Nat Commun</source>
          <year>2017</year>
          <volume>8</volume>
          <fpage>16052</fpage>
        </citation>
      </ref>
      <ref id="R85">
        <label>85</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Tobe</surname>
              <given-names>EH</given-names>
            </name>
          </person-group>
          <article-title>Mitochondrial dysfunction, oxidative stress, and major depressive disorder</article-title>
          <source>Neuropsychiatr Dis Treat</source>
          <year>2013</year>
          <volume>9</volume>
          <fpage>567</fpage>
        </citation>
      </ref>
      <ref id="R86">
        <label>86</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Tramutola</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Lanzillotta</surname>
              <given-names>C</given-names>
            </name>
            <name>
              <surname>Di Domenico</surname>
              <given-names>F</given-names>
            </name>
            <name>
              <surname>Head</surname>
              <given-names>E</given-names>
            </name>
            <name>
              <surname>Butterfield</surname>
              <given-names>DA</given-names>
            </name>
            <name>
              <surname>Perluigi</surname>
              <given-names>M</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Brain insulin resistance triggers early onset Alzheimer disease in Down syndrome</article-title>
          <source>Neurobiol Dis</source>
          <year>2020</year>
          <volume>137</volume>
          <fpage>104772</fpage>
        </citation>
      </ref>
      <ref id="R87">
        <label>87</label>
        <citation citation-type="book">
          <person-group person-group-type="author">
            <name>
              <surname>Tzagoloff</surname>
              <given-names>A</given-names>
            </name>
          </person-group>
          <source>Mitochondria (eBook)</source>
          <year>2012</year>
          <publisher-loc>New York</publisher-loc>
          <publisher-name>Springer Science &#x26; Business Media</publisher-name>
        </citation>
      </ref>
      <ref id="R88">
        <label>88</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>van der Heide</surname>
              <given-names>LP</given-names>
            </name>
            <name>
              <surname>Kamal</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Artola</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Gispen</surname>
              <given-names>WH</given-names>
            </name>
            <name>
              <surname>Ramakers</surname>
              <given-names>GM</given-names>
            </name>
          </person-group>
          <article-title>Insulin modulates hippocampal activity&#x2010;dependent synaptic plasticity in a N&#x2010;methyl&#x2010;d&#x2010;aspartate receptor and phosphatidyl&#x2010;inositol&#x2010;3&#x2010;kinase&#x2010;dependent manner</article-title>
          <source>J Neurochem</source>
          <year>2005</year>
          <volume>94</volume>
          <fpage>1158</fpage>
          <lpage>1166</lpage>
        </citation>
      </ref>
      <ref id="R89">
        <label>89</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Viggiano</surname>
              <given-names>D</given-names>
            </name>
            <name>
              <surname>Wagner</surname>
              <given-names>CA</given-names>
            </name>
            <name>
              <surname>Martino</surname>
              <given-names>G</given-names>
            </name>
            <name>
              <surname>Nedergaard</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Zoccali</surname>
              <given-names>C</given-names>
            </name>
            <name>
              <surname>Unwin</surname>
              <given-names>R</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Mechanisms of cognitive dysfunction in CKD</article-title>
          <source>Nat Rev Nephrol</source>
          <year>2020</year>
          <volume>16</volume>
          <fpage>452</fpage>
          <lpage>469</lpage>
        </citation>
      </ref>
      <ref id="R90">
        <label>90</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Villeda</surname>
              <given-names>SA</given-names>
            </name>
            <name>
              <surname>Plambeck</surname>
              <given-names>KE</given-names>
            </name>
            <name>
              <surname>Middeldorp</surname>
              <given-names>J</given-names>
            </name>
            <name>
              <surname>Castellano</surname>
              <given-names>JM</given-names>
            </name>
            <name>
              <surname>Mosher</surname>
              <given-names>KI</given-names>
            </name>
            <name>
              <surname>Luo</surname>
              <given-names>J</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Young blood reverses age-related impairments in cognitive function and synaptic plasticity in mice</article-title>
          <source>Nat Med</source>
          <year>2014</year>
          <volume>20</volume>
          <fpage>659</fpage>
          <lpage>663</lpage>
        </citation>
      </ref>
      <ref id="R91">
        <label>91</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Wakabayashi</surname>
              <given-names>T</given-names>
            </name>
            <name>
              <surname>Yamaguchi</surname>
              <given-names>K</given-names>
            </name>
            <name>
              <surname>Matsui</surname>
              <given-names>K</given-names>
            </name>
            <name>
              <surname>Sano</surname>
              <given-names>T</given-names>
            </name>
            <name>
              <surname>Kubota</surname>
              <given-names>T</given-names>
            </name>
            <name>
              <surname>Hashimoto</surname>
              <given-names>T</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Differential effects of diet-and genetically-induced brain insulin resistance on amyloid pathology in a mouse model of Alzheimer&#x2019;s disease</article-title>
          <source>Mol Neurodegener</source>
          <year>2019</year>
          <volume>14</volume>
          <issue>1</issue>
          <fpage>15</fpage>
        </citation>
      </ref>
      <ref id="R92">
        <label>92</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Wardelmann</surname>
              <given-names>K</given-names>
            </name>
            <name>
              <surname>Bl&#xFC;mel</surname>
              <given-names>S</given-names>
            </name>
            <name>
              <surname>Rath</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Alfine</surname>
              <given-names>E</given-names>
            </name>
            <name>
              <surname>Chudoba</surname>
              <given-names>C</given-names>
            </name>
            <name>
              <surname>Schell</surname>
              <given-names>M</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Insulin action in the brain regulates mitochondrial stress responses and reduces diet-induced weight gain</article-title>
          <source>Mol Metab</source>
          <year>2019</year>
          <volume>21</volume>
          <fpage>68</fpage>
          <lpage>81</lpage>
        </citation>
      </ref>
      <ref id="R93">
        <label>93</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Yao</surname>
              <given-names>J</given-names>
            </name>
            <name>
              <surname>Irwin</surname>
              <given-names>RW</given-names>
            </name>
            <name>
              <surname>Zhao</surname>
              <given-names>L</given-names>
            </name>
            <name>
              <surname>Nilsen</surname>
              <given-names>J</given-names>
            </name>
            <name>
              <surname>Hamilton</surname>
              <given-names>RT</given-names>
            </name>
            <name>
              <surname>Brinton</surname>
              <given-names>RD</given-names>
            </name>
          </person-group>
          <article-title>Mitochondrial bioenergetic deficit precedes Alzheimer&#x27;s pathology in female mouse model of Alzheimer&#x27;s disease</article-title>
          <source>Proc Natl Acad Sci U S A</source>
          <year>2009</year>
          <volume>106</volume>
          <fpage>14670</fpage>
          <lpage>14675</lpage>
        </citation>
      </ref>
      <ref id="R94">
        <label>94</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Yaribeygi</surname>
              <given-names>H</given-names>
            </name>
            <name>
              <surname>Panahi</surname>
              <given-names>Y</given-names>
            </name>
            <name>
              <surname>Javadi</surname>
              <given-names>B</given-names>
            </name>
            <name>
              <surname>Sahebkar</surname>
              <given-names>A</given-names>
            </name>
          </person-group>
          <article-title>The underlying role of oxidative stress in neurodegeneration: a mechanistic review</article-title>
          <source>CNS Neurol Disord Drug Targets</source>
          <year>2018</year>
          <volume>17</volume>
          <fpage>207</fpage>
          <lpage>215</lpage>
        </citation>
      </ref>
      <ref id="R95">
        <label>95</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Zhao</surname>
              <given-names>F</given-names>
            </name>
            <name>
              <surname>Siu</surname>
              <given-names>JJ</given-names>
            </name>
            <name>
              <surname>Huang</surname>
              <given-names>W</given-names>
            </name>
            <name>
              <surname>Askwith</surname>
              <given-names>C</given-names>
            </name>
            <name>
              <surname>Cao</surname>
              <given-names>L</given-names>
            </name>
          </person-group>
          <article-title>Insulin modulates excitatory synaptic transmission and synaptic plasticity in the mouse hippocampus</article-title>
          <source>Neuroscience</source>
          <year>2019</year>
          <volume>411</volume>
          <fpage>237</fpage>
          <lpage>254</lpage>
        </citation>
      </ref>
      <ref id="R96">
        <label>96</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Zhao</surname>
              <given-names>W</given-names>
            </name>
            <name>
              <surname>Chen</surname>
              <given-names>H</given-names>
            </name>
            <name>
              <surname>Xu</surname>
              <given-names>H</given-names>
            </name>
            <name>
              <surname>Moore</surname>
              <given-names>E</given-names>
            </name>
            <name>
              <surname>Meiri</surname>
              <given-names>N</given-names>
            </name>
            <name>
              <surname>Quon</surname>
              <given-names>MJ</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Brain insulin receptors and spatial memory: correlated changes in gene expression, tyrosine phosphorylation, and signaling molecules in the hippocampus of water maze trained rats</article-title>
          <source>J Biol Chem</source>
          <year>1999</year>
          <volume>274</volume>
          <fpage>34893</fpage>
          <lpage>34902</lpage>
        </citation>
      </ref>
      <ref id="R97">
        <label>97</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Zhao</surname>
              <given-names>W-Q</given-names>
            </name>
            <name>
              <surname>Chen</surname>
              <given-names>H</given-names>
            </name>
            <name>
              <surname>Quon</surname>
              <given-names>MJ</given-names>
            </name>
            <name>
              <surname>Alkon</surname>
              <given-names>DL</given-names>
            </name>
          </person-group>
          <article-title>Insulin and the insulin receptor in experimental models of learning and memory</article-title>
          <source>Eur J Pharmacol</source>
          <year>2004</year>
          <volume>490</volume>
          <fpage>71</fpage>
          <lpage>81</lpage>
        </citation>
      </ref>
      <ref id="R98">
        <label>98</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Zhao</surname>
              <given-names>W-Q</given-names>
            </name>
            <name>
              <surname>Townsend</surname>
              <given-names>M</given-names>
            </name>
          </person-group>
          <article-title>Insulin resistance and amyloidogenesis as common molecular foundation for type 2 diabetes and Alzheimer&#x27;s disease</article-title>
          <source>Biochim Biophys Acta Mol Basis Dis</source>
          <year>2009</year>
          <volume>1792</volume>
          <fpage>482</fpage>
          <lpage>496</lpage>
        </citation>
      </ref>
      <ref id="R99">
        <label>99</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Zilliox</surname>
              <given-names>LA</given-names>
            </name>
            <name>
              <surname>Chadrasekaran</surname>
              <given-names>K</given-names>
            </name>
            <name>
              <surname>Kwan</surname>
              <given-names>JY</given-names>
            </name>
            <name>
              <surname>Russell</surname>
              <given-names>JW</given-names>
            </name>
          </person-group>
          <article-title>Diabetes and cognitive impairment</article-title>
          <source>Curr Diab Rep</source>
          <year>2016</year>
          <volume>16</volume>
          <issue>9</issue>
          <fpage>87</fpage>
        </citation>
      </ref>
    </ref-list>
  </back>
  <floats-wrap>
    <fig id="T1" position="float">
      <label>Table 1</label>
      <caption><title>Brain insulin signaling modulates cognitive ability via 3 distinct mechanisms.</title></caption>
      <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="EXCLI-22-237-t-001" />
    </fig>
    <fig id="F1" position="float">
      <label>Figure 1</label>
      <caption><title>Insulin signaling machinery in peripheral tissues (IR&#x3D; insulin receptor, IRS&#x3D; insulin receptor substrate, PI3K&#x3D;phosphoinositide 3-kinase, PIP<sub>3</sub>&#x3D;phosphatidylinositol 3,4,5-trisphosphate, Akt&#x3D; protein kinase b)</title></caption>
      <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="EXCLI-22-237-g-001" />
    </fig>
    <fig id="F2" position="float">
      <label>Figure 2</label>
      <caption><title>Brain insulin signaling is involved in cognitive function via at least three pathways: modulating senile plaque formation, synaptic transmission and mitochondrial efficiency in the brain.</title></caption>
      <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="EXCLI-22-237-g-002" />
    </fig>
  </floats-wrap>
</article>