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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pharmacol.</journal-id>
<journal-title>Frontiers in Pharmacology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pharmacol.</abbrev-journal-title>
<issn pub-type="epub">1663-9812</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
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<article-meta>
<article-id pub-id-type="publisher-id">1138499</article-id>
<article-id pub-id-type="doi">10.3389/fphar.2023.1138499</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pharmacology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Hypoglycemic medicines in the treatment of Alzheimer&#x2019;s disease: Pathophysiological links between AD and glucose metabolism</article-title>
<alt-title alt-title-type="left-running-head">Wang et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphar.2023.1138499">10.3389/fphar.2023.1138499</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Yixuan</given-names>
</name>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2043989/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hu</surname>
<given-names>Hao</given-names>
</name>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Xinyu</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/2158380/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Guo</surname>
<given-names>Xiangyu</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1567935/overview"/>
</contrib>
</contrib-group>
<aff>
<institution>Dongfang Hospital of Beijing University of Chinese Medicine</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1708501/overview">Weidong Cheng</ext-link>, Southern Medical University, China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/219089/overview">Lorena Perrone</ext-link>, University of Campania Luigi Vanvitelli, Italy</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/562346/overview">Bruno Araujo Serra Pinto</ext-link>, Federal University of Maranh&#xe3;o, Brazil</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Xiangyu Guo, <email>gxyc1003@163.com</email>
</corresp>
<fn fn-type="equal" id="fn1">
<label>
<sup>&#x2020;</sup>
</label>
<p>These authors have contributed equally to this work</p>
</fn>
<fn fn-type="other">
<p>This article was submitted to Ethnopharmacology, a section of the journal Frontiers in Pharmacology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>23</day>
<month>02</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1138499</elocation-id>
<history>
<date date-type="received">
<day>05</day>
<month>01</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>02</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Wang, Hu, Liu and Guo.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Wang, Hu, Liu and Guo</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Alzheimer&#x2019;s Disease (AD) is a global chronic disease in adults with beta-amyloid (A&#x3b2;) deposits and hyperphosphorylated tau protein as the pathologic characteristics. Although the exact etiology of AD is still not fully elucidated, aberrant metabolism including insulin signaling and mitochondria dysfunction plays an important role in the development of AD. Binding to insulin receptor substrates, insulin can transport through the blood-brain barrier (BBB), thus mediating insulin signaling pathways to regulate physiological functions. Impaired insulin signaling pathways, including PI3K/Akt/GSK3&#x3b2; and MAPK pathways, could cause damage to the brain in the pathogenesis of AD. Mitochondrial dysfunction and overexpression of TXNIP could also be causative links between AD and DM. Some antidiabetic medicines may have benefits in the treatment of AD. Metformin can be beneficial for cognition improvement in AD patients, although results from clinical trials were inconsistent. Exendin-4 may affect AD in animal models but there is a lack of clinical trials. Liraglutide and dulaglutide could also benefit AD patients in adequate clinical studies but not semaglutide. Dipeptidyl peptidase IV inhibitors (DPP4is) such as saxagliptin, vildagliptin, linagliptin, and sitagliptin could boost cognitive function in animal models. And SGLT2 inhibitors such as empagliflozin and dapagliflozin were also considerably protective against new-onset dementia in T2DM patients. Insulin therapy is a promising therapy but some studies indicated that it may increase the risk of AD. Herbal medicines are helpful for cognitive function and neuroprotection in the brain. For example, polyphenols, alkaloids, glycosides, and flavonoids have protective benefits in cognition function and glucose metabolism. Focusing on glucose metabolism, we summarized the pharmacological mechanism of hypoglycemic drugs and herbal medicines. New treatment approaches including antidiabetic synthesized drugs and herbal medicines would be provided to patients with AD. More clinical trials are needed to produce definite evidence for the effectiveness of hypoglycemic medications.</p>
</abstract>
<kwd-group>
<kwd>Alzheimer&#x2019;s disease</kwd>
<kwd>glucose metabolism</kwd>
<kwd>insulin signaling</kwd>
<kwd>mitochondria dysfunction</kwd>
<kwd>hypoglycemic medicines</kwd>
<kwd>herbal medicines</kwd>
</kwd-group>
<contract-num rid="cn001">81303130</contract-num>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Alzheimer&#x2019;s disease (AD) is clinically manifested as cognitive decline and memory impairment (<xref ref-type="bibr" rid="B182">Reitz and Mayeux, 2014</xref>; <xref ref-type="bibr" rid="B134">Liu et al., 2019</xref>). It is one of the leading causes of global mortality and the most common type of dementia worldwide (<xref ref-type="bibr" rid="B53">Chornenkyy et al., 2019</xref>; <xref ref-type="bibr" rid="B123">Kumar et al., 2022b</xref>). And the prevalence of AD has been increasing steadily over the past decades (<xref ref-type="bibr" rid="B161">Nichols et al., 2019</xref>). The major pathological characteristics of AD are beta-amyloid (A&#x3b2;) deposits and intracellular neurofibrillary tangles (NFTs) formed by hyperphosphorylated tau protein (<xref ref-type="bibr" rid="B90">Grundke-Iqbal et al., 1986</xref>; <xref ref-type="bibr" rid="B193">Selkoe and Schenk, 2003</xref>). However, a full understanding of the mechanism is still lacking (<xref ref-type="bibr" rid="B122">Kumar et al., 2022a</xref>; <xref ref-type="bibr" rid="B123">Kumar et al., 2022b</xref>). Currently, there are still no specific drugs, despite the increasing incidence of AD and the social problems it poses (<xref ref-type="bibr" rid="B154">Moran et al., 2019</xref>; <xref ref-type="bibr" rid="B201">Srivastava et al., 2021</xref>; <xref ref-type="bibr" rid="B148">Michailidis et al., 2022</xref>).</p>
<p>Studies have demonstrated that multiple factors are associated with the onset of AD (<xref ref-type="bibr" rid="B68">Exalto et al., 2013</xref>; <xref ref-type="bibr" rid="B164">Norton et al., 2014</xref>; <xref ref-type="bibr" rid="B6">Andrews et al., 2021</xref>), which can be broadly classified into two categories: non-metabolic and metabolic. The non-metabolic ones include age, gender (<xref ref-type="bibr" rid="B180">Rahman et al., 2020</xref>), depression (<xref ref-type="bibr" rid="B12">Barnes and Yaffe, 2011</xref>; <xref ref-type="bibr" rid="B72">Feinkohl et al., 2015</xref>; <xref ref-type="bibr" rid="B21">Biessels and Whitmer, 2020</xref>; <xref ref-type="bibr" rid="B200">Srikanth et al., 2020</xref>), smoking (<xref ref-type="bibr" rid="B12">Barnes and Yaffe, 2011</xref>; <xref ref-type="bibr" rid="B15">Baumgart et al., 2015</xref>), low level of education (<xref ref-type="bibr" rid="B68">Exalto et al., 2013</xref>), physical inactivity (<xref ref-type="bibr" rid="B185">Rolandi et al., 2020</xref>), stress (<xref ref-type="bibr" rid="B66">Dye et al., 2017</xref>), sleep disorders (<xref ref-type="bibr" rid="B78">Flolingue et al., 2018</xref>), and environmental factors (<xref ref-type="bibr" rid="B169">Paul et al., 2018</xref>). A large amount of literature has indicated that metabolic factors such as obesity (<xref ref-type="bibr" rid="B83">Gendron et al., 2013</xref>; <xref ref-type="bibr" rid="B66">Dye et al., 2017</xref>), hyperglycemia, hypertension, and dyslipidemia (<xref ref-type="bibr" rid="B127">Launer, 2002</xref>; <xref ref-type="bibr" rid="B20">Biessels and Despa, 2018</xref>) are associated with cognitive decline.</p>
<p>Hyperglycemia, the main characteristic of Diabetes Mellitus (DM), is a critical metabolic risk factor in the development of AD. Researches show that DM is correlated with the development of AD (<xref ref-type="bibr" rid="B166">Ott et al., 1999</xref>; <xref ref-type="bibr" rid="B31">Butterfield et al., 2014</xref>; <xref ref-type="bibr" rid="B159">Natunen et al., 2020</xref>; <xref ref-type="bibr" rid="B41">Chae et al., 2022</xref>). T2DM and AD share common pathogenesis associated with aberrant glucose metabolism, including insulin resistance, oxidative stress, and inflammation (<xref ref-type="bibr" rid="B58">De Felice and Ferreira, 2014</xref>; <xref ref-type="bibr" rid="B187">Rosales-Corral et al., 2015</xref>; <xref ref-type="bibr" rid="B10">Baglietto-Vargas et al., 2016</xref>; <xref ref-type="bibr" rid="B179">Pugazhenthi et al., 2017</xref>; <xref ref-type="bibr" rid="B13">Barone et al., 2021</xref>). DM could be responsible for the progression of not only peripheral nervous system diseases but central nervous system (CNS) diseases. Abnormal metabolism in the brain is regarded as one of the main features of AD, including impaired glucose metabolism (<xref ref-type="bibr" rid="B105">Jack et al., 2013</xref>; <xref ref-type="bibr" rid="B123">Kumar et al., 2022b</xref>; <xref ref-type="bibr" rid="B89">Gonz&#xe1;lez et al., 2022</xref>) and the imbalance of energy metabolism (<xref ref-type="bibr" rid="B2">Akhtar et al., 2016</xref>; <xref ref-type="bibr" rid="B39">Carvalho and Cardoso, 2021</xref>; <xref ref-type="bibr" rid="B89">Gonz&#xe1;lez et al., 2022</xref>). This may eventually lead to brain lesions through a series of impaired metabolic pathways (<xref ref-type="bibr" rid="B110">Kellar and Craft, 2020</xref>; <xref ref-type="bibr" rid="B148">Michailidis et al., 2022</xref>). Dysfunction of metabolism in DM may result in neurodegeneration in the brain (<xref ref-type="bibr" rid="B168">Patrone et al., 2014</xref>), taking the form of A&#x3b2; accumulation and tau hyperphosphorylation as the hallmarks of AD (<xref ref-type="bibr" rid="B90">Grundke-Iqbal et al., 1986</xref>; <xref ref-type="bibr" rid="B193">Selkoe and Schenk, 2003</xref>) which is accompanied by synaptic dysfunction, neurogenesis, and neuronal disorders (<xref ref-type="bibr" rid="B148">Michailidis et al., 2022</xref>).</p>
<p>New strategies should be explored to treat AD based on its pathogenesis. Some hypoglycemic drugs that correct glucose metabolism disorders may promote brain metabolism and regeneration, and significantly improve memory and cognition (<xref ref-type="bibr" rid="B168">Patrone et al., 2014</xref>). Studies find that hypoglycemic drugs like Metformin, Dipeptidyl peptidase IV inhibitors (DPP4is) and glucagon-like peptide-1 (GLP-1) receptor agonists (Ras), sodium-glucose cotransporter 2 inhibitors (SGLT2is) are effective in treating Alzheimer&#x2019;s disease by regulating insulin pathways and energy metabolism. Botanical medicines (<xref ref-type="bibr" rid="B212">Thota et al., 2020</xref>) also play an important role in regulating blood sugar and improving cognition in the treatment of both AD and DM (<xref ref-type="bibr" rid="B67">Ebrahimpour et al., 2020</xref>; <xref ref-type="bibr" rid="B212">Thota et al., 2020</xref>).</p>
<p>This article summarized the pathogenic relationship of AD and abnormal glucose metabolism to explain the pharmacological effects of hypoglycemic drugs and herbal medicine on AD, and aimed to provide new ideas for the treatment of AD.</p>
</sec>
<sec id="s2">
<title>2 Glucose metabolism and AD</title>
<p>Glucose homeostasis is critical to the prevention of AD. One of the tipping points for late-onset AD risk in midlife aging may be metabolic shifts (<xref ref-type="bibr" rid="B152">Mishra et al., 2022</xref>). The decreased glucose level in the cerebrospinal fluid (CSF) and brain can cause synaptic inactivity, which increases the chance of cognitive impairment and AD (<xref ref-type="bibr" rid="B94">He et al., 2022</xref>). In preclinical AD, decreased aerobic glycolysis is correlated with tau deposition (<xref ref-type="bibr" rid="B220">Vlassenko et al., 2018</xref>). Reduced glucose metabolism is often shown in the brains of AD patients, particularly in hippocampal and cortical regions (<xref ref-type="bibr" rid="B223">Wang W. et al., 2020</xref>). In post-mortem tissues of AD, the increased Blood-Brain Barrier (BBB) permeability and impaired glucose transport are observed (<xref ref-type="bibr" rid="B206">Sweeney et al., 2018b</xref>), and cerebral blood flow shortfall and dysfunction of the BBB may be responsible for AD (<xref ref-type="bibr" rid="B205">Sweeney et al., 2018a</xref>). In diabetes, high glucose levels in the plasma and other metabolic abnormalities such as hyperinsulinemia can damage the BBB and then cause hyperglycemia in CSF (<xref ref-type="bibr" rid="B163">Nigrovic et al., 2012</xref>; <xref ref-type="bibr" rid="B22">Bogush et al., 2017</xref>; <xref ref-type="bibr" rid="B8">Arnold et al., 2018</xref>), which can subsequently contribute to impaired insulin signaling, mitochondria dysfunction, oxidative stress, and inflammation in the brain (<xref ref-type="bibr" rid="B207">Szendroedi et al., 2011</xref>).</p>
<sec id="s2-1">
<title>2.1 Insulin signaling in AD</title>
<p>The brain is an insulin-sensitive organ (<xref ref-type="bibr" rid="B150">Milstein and Ferris, 2021</xref>). Insulin plays an important physiological role in the brain except for glucose homeostasis (<xref ref-type="bibr" rid="B65">Duarte et al., 2012</xref>). Although the idea of synthesis of insulin in the brain is controversial (<xref ref-type="bibr" rid="B8">Arnold et al., 2018</xref>), it is now widely accepted that peripheral insulin can cross the BBB (<xref ref-type="bibr" rid="B11">Banks, 2004</xref>; <xref ref-type="bibr" rid="B95">Heneka and Nicotera, 2016</xref>) and bind to insulin receptors which are commonly distributed in the brain (<xref ref-type="bibr" rid="B54">Coll et al., 2007</xref>). Insulin signaling is involved in neuronal growth, altering synaptic plasticity (<xref ref-type="bibr" rid="B115">Kleinridders et al., 2014</xref>), and regulating neurotransmission (<xref ref-type="bibr" rid="B34">Cai W. et al., 2018</xref>), thus participating in learning, memory, and emotional functions of the brain (<xref ref-type="bibr" rid="B184">Roden and Shulman, 2019</xref>) by triggering the two canonical signaling cascades, the Mitogen-Activated Protein Kinase (MAPK) pathway and Akt signaling pathway (<xref ref-type="bibr" rid="B196">Sims-Robinson et al., 2010</xref>; <xref ref-type="bibr" rid="B202">Stanley et al., 2016</xref>; <xref ref-type="bibr" rid="B8">Arnold et al., 2018</xref>).</p>
<p>The abnormalities of insulin levels and insulin signaling can be significant for the onset of AD (<xref ref-type="bibr" rid="B60">de la Monte, 2017</xref>). In a genome-wide association study, AD was found to be correlated with insulin-related genes (<xref ref-type="bibr" rid="B70">Fanelli et al., 2022</xref>). Emerging evidence has demonstrated that peripheral insulin resistance is closely related to declined cerebral glucose metabolism and is a risk factor for AD in middle-aged adults (<xref ref-type="bibr" rid="B227">Willette et al., 2015</xref>; <xref ref-type="bibr" rid="B73">Femminella et al., 2021</xref>). Besides hyperinsulinemia, insulin deficiency in the plasma is involved in AD development (<xref ref-type="bibr" rid="B217">van der Harg et al., 2017</xref>; <xref ref-type="bibr" rid="B100">Imamura et al., 2020</xref>). Furthermore, disturbed insulin signaling pathways, including the Akt signaling pathway and MAPK pathway, also play an important role in the production of A&#x3b2; and phosphorylation of tau regardless of insulin levels (<xref ref-type="bibr" rid="B88">Goncalves et al., 2019</xref>). Starting at dysfunction of insulin receptors substrate-1 (IRS-1) (<xref ref-type="bibr" rid="B196">Sims-Robinson et al., 2010</xref>; <xref ref-type="bibr" rid="B208">Talbot et al., 2012</xref>; <xref ref-type="bibr" rid="B91">Gupta et al., 2018</xref>), the dysregulation of Phosphatidylinositol 3-kinase (PI3K)/Akt pathways, results in the activation of glycogen synthase kinase 3&#x3b2; (GSK3&#x3b2;) to enhance tau phosphorylation and the generation of A&#x3b2; (<xref ref-type="bibr" rid="B174">Phiel et al., 2003</xref>; <xref ref-type="bibr" rid="B9">Avila et al., 2012</xref>; <xref ref-type="bibr" rid="B202">Stanley et al., 2016</xref>; <xref ref-type="bibr" rid="B61">Dey et al., 2017</xref>; <xref ref-type="bibr" rid="B91">Gupta et al., 2018</xref>). The deposition of A&#x3b2; plays a role in disrupted insulin signaling, and it can compete with insulin for binding to the insulin receptor thus downregulating PI3K/Akt activation in return (<xref ref-type="bibr" rid="B213">Townsend et al., 2007</xref>; <xref ref-type="bibr" rid="B112">Kim and Feldman, 2015</xref>). Amyloid beta oligomers (A&#x3b2;O), a synaptic toxic formation of A&#x3b2; accumulated in the AD brain (<xref ref-type="bibr" rid="B76">Ferreira and Klein, 2011</xref>), can also lead to loss of insulin receptors on the cell surface, thus inhibiting the PI3K/Akt pathway (<xref ref-type="bibr" rid="B59">De Felice et al., 2014</xref>). What&#x2019;s more, MAPK signaling participates in the phosphorylation of tau (<xref ref-type="bibr" rid="B196">Sims-Robinson et al., 2010</xref>), which can be proximately divided into the two subtypes, c-Jun N-Terminal Kinase (JNK) and extracellular signal-regulated kinases (ERK) (<xref ref-type="bibr" rid="B29">Burillo et al., 2021</xref>).</p>
<p>Thioredoxin-interacting protein (TXNIP) is a negative regulator of the thioredoxin (TRX) system and a modulator of oxidative stress and inflammation (<xref ref-type="bibr" rid="B215">Tsubaki et al., 2020</xref>). TXNIP plays an important role in AD development and may be a novel target for AD treatment. Overexpression of TXNIP in the hippocampus and cortex of AD indicated that TXNIP is related to tau and A&#x3b2; accumulation (<xref ref-type="bibr" rid="B128">Li et al., 2019</xref>; <xref ref-type="bibr" rid="B104">Ismael et al., 2021</xref>). High glucose concentration can lead to TXNIP overexpression (<xref ref-type="bibr" rid="B157">Nasoohi et al., 2018a</xref>). TXNIP binds to glucose transporter-1 (GLUT-1) and GLUT-4 and suppresses the glucose uptake in response to glucose evaluation. And it can mediate cerebral insulin resistance and inhibit Akt/GSK3&#x3b2; (<xref ref-type="bibr" rid="B158">Nasoohi et al., 2018b</xref>). A&#x3b2; deposition may increase TXNIP levels (<xref ref-type="bibr" rid="B224">Wang et al., 2019</xref>), thus promoting tau and p38 MAPK phosphorylation (<xref ref-type="bibr" rid="B146">Melone et al., 2018</xref>). TXNIP can also be induced by AMP-activated protein kinase (AMPK), which phosphorylates to balance energy status (<xref ref-type="bibr" rid="B149">Mihaylova and Shaw, 2011</xref>; <xref ref-type="bibr" rid="B233">Wu et al., 2013</xref>).</p>
</sec>
<sec id="s2-2">
<title>2.2 Mitochondria dysfunction</title>
<p>Mitochondria are essential for glucose homeostasis. Glucose metabolism is determined by mitochondria, which is regarded as a &#x201c;powerhouse&#x201d; (<xref ref-type="bibr" rid="B62">Ding et al., 2021</xref>). The tricarboxylic acid (TCA) cycle of glycolysis occurs in the mitochondria and is accompanied by energy generation. Hyperglycemia state can lead to mitochondrial calcium ion imbalance, dysregulation of the electron transport chain, and disturbed membrane potential, leading to a state of oxidative stress in mitochondria (<xref ref-type="bibr" rid="B171">Paul et al., 2021b</xref>). It is also revealed that blood glucose fluctuations, either hyperglycemic or hypoglycemic, can lead to oxidative stress and mitochondrial dysfunction, which is an overall concept that encompasses abnormalities in morphology and physiological function (<xref ref-type="bibr" rid="B39">Carvalho and Cardoso, 2021</xref>).</p>
<p>Mitochondria dysfunction is also a pathological link between diabetes and AD (<xref ref-type="bibr" rid="B179">Pugazhenthi et al., 2017</xref>). It can also interact with the pathological products of AD. Defects in mitochondrial quality control, also known as mitochondrial dysfunction could lead to cognitive dysfunction in DM (<xref ref-type="bibr" rid="B160">Ng et al., 2021</xref>; <xref ref-type="bibr" rid="B138">Luo et al., 2022</xref>). Decreased mitochondrial respiration, disrupted membrane potential, and reduced energy synthesis, which is associated with the progression of AD, cause synaptic injury in diabetic AD mice (<xref ref-type="bibr" rid="B40">Carvalho et al., 2015</xref>). Further studies have revealed that in transgenic AD mice, mitochondria dysfunction is related to human amyloid precursor protein (APP) which is the source of the A&#x3b2; (<xref ref-type="bibr" rid="B186">Ronnback et al., 2016</xref>). A&#x3b2; can also induce mitochondria dysfunction and cause metabolic disorders including impaired TCA cycle (<xref ref-type="bibr" rid="B210">Teo et al., 2019</xref>). An integrated metabolomics and transcriptomics study with computational models has already demonstrated that A&#x3b2; may contribute to mitochondria dysfunction and neuroinflammation by mediating oxidative stress (<xref ref-type="bibr" rid="B30">Butterfield and Boyd-Kimball, 2019</xref>). Moreover, tau hyperphosphorylation can trigger neurodegeneration in the diabetic retina by disrupting mitochondria function (<xref ref-type="bibr" rid="B253">Zhu et al., 2018</xref>).</p>
<p>Mitochondria dysfunction is corelative with oxidative stress and inflammation, both of which are the characteristics of AD. Disruption of calcium ion homeostasis in mitochondria and mitophagy can promote the deposition of A&#x3b2; and tau (<xref ref-type="bibr" rid="B71">Fang et al., 2019</xref>; <xref ref-type="bibr" rid="B106">Jadiya et al., 2019</xref>), both of which could increase oxidative stress and energy deficiency (<xref ref-type="bibr" rid="B111">Kerr et al., 2017</xref>; <xref ref-type="bibr" rid="B77">Fertan et al., 2019</xref>). In the brain of the AD patient, oxidative stress as a result of reduced glucose metabolism could cause mitochondrial dysfunction and neuronal death (<xref ref-type="bibr" rid="B32">Butterfield and Halliwell, 2019</xref>). The receptor for advanced glycation end products (RAGE) is a proinflammatory ligand for advanced glycation end products (AGEs), which is also contributed to AD. RAGE/TXNIP/Nod-like receptor protein 3 (NLRP3) inflammasome is related to mitochondria dysfunction with A&#x3b2; (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>By Figdraw. The interaction of glucose metabolism and the pathogenesis of AD. Insulin binds to the insulin receptor, recruiting the IRS-1 proteins and triggering two signaling cascades, including the MAPK pathway and the PI3K/Akt/GSK3&#x3b2; pathway. Inhibition of PI3K and downregulation of the phosphorylated Akt protein subsequently activate GSK3&#x3b2;. TXNIP is a modulator of glucose metabolism and oxidative stress. It can also be induced by AMPK. RAGE/TXNIP/NLRP3 inflammasome can lead to neuroinflammation. Abnormal mitochondrial function can interact with glucose metabolism. MAPK signaling participates in the phosphorylation of tau. And the activation of GSK3&#x3b2; can also contribute to A&#x3b2; production and tau phosphorylation, as well as neuroinflammation and oxidative stress.</p>
</caption>
<graphic xlink:href="fphar-14-1138499-g001.tif"/>
</fig>
</sec>
</sec>
<sec id="s3">
<title>3 Antidiabetic drugs</title>
<p>Studies have shown that some antidiabetic drugs, in addition to regulating the metabolism of peripheral tissues, are also able to modulate the metabolism of the brain, reduce inflammation and have a direct protective effect on nerves. Antidiabetic drugs may improve cognition and memory and be a viable option for AD treatment. This section of the review enumerates the possible therapeutic mechanisms for AD of metformin, GLP-1 receptor agonists, DPP4 inhibitors, insulin, and SGLT2 inhibitors, all of which are widely applied to patients with diabetes according to official Clinical Guidelines.</p>
<sec id="s3-1">
<title>3.1 Metformin</title>
<p>Metformin, the most important medicine for treating people with type 2 diabetes, can lower blood glucose levels by inhibiting hepatic gluconeogenesis and increasing glucose absorption in peripheral tissues (<xref ref-type="bibr" rid="B168">Patrone et al., 2014</xref>). It quickly penetrates the BBB (<xref ref-type="bibr" rid="B124">&#x141;abuzek et al., 2010</xref>; <xref ref-type="bibr" rid="B243">Ying et al., 2014</xref>), and is disseminated to several brain regions (<xref ref-type="bibr" rid="B124">&#x141;abuzek et al., 2010</xref>). Metformin enhanced hippocampal-dependent and non-dependent cognitive function in prediabetic rats by lowering brain inflammation, microglia hyperactivity, brain mitochondrial dysfunction, necrosis, and tau hyperphosphorylation (<xref ref-type="bibr" rid="B108">Jinawong et al., 2020</xref>). Metformin also decreases brain mitochondrial dysfunction, apoptosis, A&#x3b2; aggregation, and inflammation during ischemia in non-diabetic rats following cardiac ischemia/reperfusion (<xref ref-type="bibr" rid="B17">Benjanuwattra et al., 2020</xref>). Metformin, aspirin, simvastatin, and angiotensin-converting enzyme inhibitors (ACEI) were called antidiabetic polypill (PP). They could ameliorate learning and memory deficits in AD or AD-T2DM mice. PP treatment improved metabolic parameters, ameliorated brain atrophy and neuronal loss, rescued synaptic loss, reduced A&#x3b2; levels, and tau phosphorylation (<xref ref-type="bibr" rid="B101">Infante-Garcia et al., 2018</xref>). Metformin improved cognitive deficits in the hippocampus of the APP/PS1 mice model of AD <italic>via</italic> promoting Chaperone-mediated autophagy (CMA)-activated degradation of A&#x3b2;, which suggested that it might be a possible therapy for AD (<xref ref-type="bibr" rid="B236">Xu et al., 2021</xref>).</p>
<p>Metformin not only regulates metabolism in peripheral tissues but also prevents the onset and development of AD by alleviating metabolic abnormalities. In high glucose-incubated HT22 cells and brains of db/db mice with cognitive dysfunction, metformin stimulated AMPK to enhance autophagic activity. It reduced hyperphosphorylated tau and improved cognitive dysfunction (<xref ref-type="bibr" rid="B43">Chen et al., 2019</xref>). By triggering the mammalian target of rapamycin (mTOR) signaling in elderly ApoE3-target replacement (TR) mice, metformin increased the expression of postsynaptic proteins, thus enhancing cognition (<xref ref-type="bibr" rid="B246">Zhang et al., 2019</xref>). Intranasal metformin produced higher metformin concentrations in the hippocampus and lowered plasma concentrations, which enhanced insulin sensitivity more than oral treatment in mice with intracerebroventricular-streptozotocin (ICV-STZ)-induced AD (<xref ref-type="bibr" rid="B109">Kazkayasi et al., 2022</xref>). In SH-SY5Y cells and Transgenic mice (Tg6799), metformin exacerbated the pathogenesis of AD by promoting &#x3b2;-APP processing in autophagosomes to boost the production of A&#x3b2; (<xref ref-type="bibr" rid="B199">Son et al., 2016</xref>). In transgenic <italic>Caenorhabditis elegans</italic> with low levels of constitutive pan-neuronal expression of human A&#x3b2;1-42 (GRU102), metformin reversed A&#x3b2;-induced metabolic defects, normalized mitochondrial function, reduced protein aggregation, and repaired defects that affect lifespan. Changes in the TCA cycle metabolism were identified even at low levels of A&#x3b2; expression by combining metabolomics, transcriptomics, and computational modeling (<xref ref-type="bibr" rid="B210">Teo et al., 2019</xref>).</p>
<p>Clinical studies have also revealed the relationship between metformin and cognitive decline. In a retrospective investigation, metformin was connected to better memory function in older people who were cognitively healthy, which suggested that metformin was connected to a lower risk of dementia (<xref ref-type="bibr" rid="B230">Wu et al., 2020</xref>). Metformin improved cognitive performance and decreased the risk of dementia in individuals with T2D compared to those who did not use oral antidiabetic medications, according to a population-based investigation of seniors (65&#xa0;years or older) (<xref ref-type="bibr" rid="B49">Cheng et al., 2014</xref>). A paired study revealed that metformin might reduce hippocampus and cortical atrophy to cognitive improvement. Higher levels of A&#x3b2; and lower levels of tau and phosphorylated tau (p-Tau) in CSF were observed in patients with metformin (<xref ref-type="bibr" rid="B177">Pomilio et al., 2022</xref>). Results from a randomized controlled trial suggested that metformin improved cognitive function in patients with non-dementia vascular cognitive impairment (NDVCI) and abnormal glucose metabolism. Possible mechanisms were the improvement in IR and attenuation of intima-media thickness (IMT) progression (<xref ref-type="bibr" rid="B133">Lin et al., 2018</xref>). A prospective open-cohort study showed that metformin use was associated with a slower decline in Mini-Mental State Examination (MMSE) scores over time. The findings suggest that metformin might have a direct neuroprotective effect on participants (<xref ref-type="bibr" rid="B192">Secnik et al., 2021</xref>).</p>
<p>However, some studies suggested metformin, as a side effect, was found to possibly expedite the development of AD. A population-based nested case-control study revealed a link between the use of metformin and a higher risk of AD in newly diagnosed diabetic patients (<xref ref-type="bibr" rid="B92">Ha et al., 2021</xref>). A prospective research showed that metformin might be a factor in cognitive impairment, while calcium and vitamin B12 supplements helped relieve the metformin-induced vitamin B12 deficit and improved cognitive results (<xref ref-type="bibr" rid="B153">Moore et al., 2013</xref>). According to a study on experimental animals, metformin elevated APP and A&#x3b2; in mice, impairing the mitochondrial function of brain neurons. Additionally, metformin might directly interact with A&#x3b2;, causing A&#x3b2; aggregates to accumulate, primarily in the cortex region. Apoptotic neurons were seen in the cortical area where metformin-induced A&#x3b2; aggregates were concentrated (<xref ref-type="bibr" rid="B176">Picone et al., 2016</xref>). Furthermore, in APP/PS1 mice with tau seeding, metformin was found to ameliorate autophagic damage in microglia and promote phagocytosis of NP tau. This suggested that metformin could reduce A&#x3b2; load and NP tau aggregation by enhancing autophagic activity in microglia (<xref ref-type="bibr" rid="B47">Chen et al., 2021</xref>). But in aged APOE TR mice, metformin also enhanced tau phosphorylation, suggesting that there might be adverse implications in humans (<xref ref-type="bibr" rid="B246">Zhang et al., 2019</xref>). Metformin activated signaling pathways that at least partially included AMPK to influence the transcription of &#x3b2;-secretase (BACE1), which then catalyzed APP cleavage and significantly increased the production of A&#x3b2; (<xref ref-type="bibr" rid="B48">Chen et al., 2009</xref>). In LAN5 neuroblastoma cells, metformin increased APP and presenilin levels, which raised APP cleavage and intracellular accumulation of A&#x3b2; (<xref ref-type="bibr" rid="B175">Picone et al., 2015</xref>). It remains controversial whether metformin is a promising agent for AD. Further research should be undertaken to elucidate.</p>
</sec>
<sec id="s3-2">
<title>3.2 GLP-1 receptor agonists</title>
<p>The hypoglycemic effects of the hormone GLP-1 are increasing insulin secretion, decreasing glucagon secretion, delaying stomach emptying, increasing satiety, and increasing insulin sensitivity in a range of tissues (<xref ref-type="bibr" rid="B5">Amer Diabet, 2013</xref>). GLP-1 Ras play a crucial role in maintaining glucose homeostasis in the body (<xref ref-type="bibr" rid="B165">Nuamnaichati et al., 2020</xref>). Currently, some animal studies provide evidence that GLP-1 Ras improve cognitive impairment, but clinical evidence is still lacking. We have reviewed the pharmacological effects of several GLP-1 Ras agonists on AD, including short-acting GLP-1 Ras, long-acting GLP-1 Ras, a GLP-1/Glucose-dependent insulinotropic polypeptide (GIP) Dual-Agonist, and a triple GLP-1/GIP/glucagon receptor agonist (TA).</p>
<sec id="s3-2-1">
<title>3.2.1 Exendin-4/exenatide</title>
<p>Exendin-4 and exenatide are short-acting GLP-1 Ras. Exenatide is a synthetic product of exendin-4 (<xref ref-type="bibr" rid="B162">Nielsen et al., 2004</xref>). In a rat model of AD, exenatide might inhibit the inflammation response and increase cholinergic activity to protect hippocampus neurons and improve cognitive impairment (<xref ref-type="bibr" rid="B198">Solmaz et al., 2015</xref>). Exendin-4 can cross the BBB (<xref ref-type="bibr" rid="B97">Holscher, 2014</xref>; <xref ref-type="bibr" rid="B188">Salameh et al., 2020</xref>) and protect neurons against apoptosis induced by A&#x3b2;O in differentiated human neural progenitor cells (<xref ref-type="bibr" rid="B219">Velmurugan et al., 2012</xref>). In presenilin-1 knock-in (PS1-KI) mice, exenatide might improve cognition by increasing anaerobic glycolysis in the brain (<xref ref-type="bibr" rid="B23">Bomba et al., 2013</xref>). Exendin-4 treatment might prevent AD-related tau hyperphosphorylation by regulating the insulin signaling pathway and enhance memory and cognition in the brain of rats (<xref ref-type="bibr" rid="B235">Xu et al., 2015</xref>). Exendin-4 intervention increased PI3K/Akt activity and decreased GSK3&#x3b2; activity in rats (<xref ref-type="bibr" rid="B45">Chen et al., 2012</xref>). In the brains of type 2 diabetic rats, exendin-4 also increased protein kinase A (PKA), increased cyclic guanosine monophosphate (cGMP), increased AMPK levels, and decreased JNK activation. Furthermore, exendin-4 protected neural cells against apoptosis in the rat brain by regulating several autophagic markers (<xref ref-type="bibr" rid="B35">Candeias et al., 2018</xref>). In transgenic (Tg) mice, exendin-4 prevented the impaired insulin signaling in the hippocampus and enhanced cognition, as demonstrated by a decline in hippocampal serine phosphorylation of IRS-1 (IRS-1pSer) and activation of JNK. It could inhibit A&#x3b2;O-induced neuronal pathologies observed <italic>in vitro</italic> (<xref ref-type="bibr" rid="B26">Bomfim et al., 2012</xref>). Exenatide enhanced the long-term memory ability of adult wild-type mice, stimulated the Brain-Derived Neurotrophic Factor (BDNF)-tropomyosin-related kinase B receptor (TrkB) neurotrophic axis, and prevented apoptosis by reducing p75-neurotrophin-receptor-mediated signaling (<xref ref-type="bibr" rid="B24">Bomba et al., 2018</xref>). Exenatide treatment altered cognitive deficits in a triple transgenic mice model of AD (3xTg-AD) undergoing a high-fat diet by improving BDNF signaling and reducing inflammation (<xref ref-type="bibr" rid="B25">Bomba et al., 2019</xref>). However, the outcomes of a pilot study showed no trends in improvement in cognition, but a reduction of A&#x3b2;42 in extracellular vesicles (EV) was observed (<xref ref-type="bibr" rid="B156">Mullins et al., 2019</xref>).</p>
</sec>
<sec id="s3-2-2">
<title>3.2.2 Liraglutide</title>
<p>Liraglutide, a short-acting GLP-1 Ras, can cross BBB (<xref ref-type="bibr" rid="B99">Hunter and Hoelscher, 2012</xref>; <xref ref-type="bibr" rid="B96">Hoelscher, 2014</xref>). Recent experiments have proven the direct neuroprotective effect of liraglutide on cognitive function and neuron growth. Liraglutide exerted a neuroprotective role by triggering cytoprotective growth factors on the human neuroblastoma cell line SH-SY5Y during methylglyoxal stress (<xref ref-type="bibr" rid="B195">Sharma et al., 2014</xref>). The application of liraglutide enhanced late-phase long-term potentiation (L-LTP), synaptic plasticity (LTP) and spatial memory in rats (<xref ref-type="bibr" rid="B143">McClean et al., 2010</xref>; <xref ref-type="bibr" rid="B93">Han et al., 2013</xref>). Liraglutide also reduced overall A&#x3b2; plaques and inflammatory responses and increased the number of young neurons in the dentate gyrus (<xref ref-type="bibr" rid="B145">McClean et al., 2011</xref>). In addition, liraglutide has neuroprotective properties through the regulation of pathways related to glucose metabolism. It was demonstrated that liraglutide protected against diabetes-induced neuronal loss and synaptic ultrastructure degradation in the hippocampus of DM mice with cognitive impairment and might promote autophagy <italic>via</italic> the AMPK/mTOR pathway in primary cultured mice hippocampal neurons (<xref ref-type="bibr" rid="B116">Kong et al., 2018</xref>). Peripherally injected liraglutide prevented tau phosphorylation by promoting Akt activity and decreased GSK3&#x3b2; activity in db/db mice (<xref ref-type="bibr" rid="B139">Ma et al., 2015</xref>). Liraglutide greatly decreased insulin receptor aberrations, amyloid plaque load, and glial cell activation in APP(SWE)/PS1d9E mice (<xref ref-type="bibr" rid="B137">Long-Smith et al., 2013</xref>). Intravenous liraglutide improved AD-like learning and memory deficits, lowered the level of tau protein hyperphosphorylation, and reduced neurodegeneration, by strengthening JNK and ERK signaling pathways and boosting o-glycosylation of neuronal cytoskeletal proteins in STZ mice (<xref ref-type="bibr" rid="B234">Xiong et al., 2013</xref>). Intraperitoneally administered liraglutide relieved brain chronic inflammatory responses in mice by lowering the number of activated microglia and activated astrocytes (<xref ref-type="bibr" rid="B167">Parthsarathy and Hoelscher, 2013</xref>). Besides, female 3xTg-AD mice given chronic liraglutide treatment, reduced the cortical A&#x3b2;1-42, partially decreased inflammatory and oxidative stress in both plasma and brain, and partially normalized brain estradiol, GLP-1 content, and PKA levels (<xref ref-type="bibr" rid="B64">Duarte et al., 2020</xref>).</p>
<p>A randomized study also demonstrated that liraglutide restored blood-brain glucose transfer capacity at BBB (<xref ref-type="bibr" rid="B81">Gejl et al., 2017</xref>). In another randomized, placebo-controlled double-blinded clinical trial, liraglutide blocked the decline of glucose metabolism in the brain of AD, although no significant differences were presented in A&#x3b2; load and cognition measures to the placebo with PET of [18F]fluoro-2-deoxyglucose ([18F]FDG) metabolism (<xref ref-type="bibr" rid="B82">Gejl et al., 2016</xref>). In 12&#xa0;weeks of a placebo-controlled study, liraglutide significantly improved the results of functional magnetic resonance imaging (fMRI). Intrinsic connectivity within the default mode network (DMN) was improved in the liraglutide group relative to placebo (<xref ref-type="bibr" rid="B225">Watson et al., 2019</xref>).</p>
</sec>
<sec id="s3-2-3">
<title>3.2.3 Other GLP-1 receptor agonists</title>
<p>Both lixisenatide and Val(8) GLP-1 could permeate the BBB (<xref ref-type="bibr" rid="B84">Gengler et al., 2012</xref>; <xref ref-type="bibr" rid="B99">Hunter and Hoelscher, 2012</xref>; <xref ref-type="bibr" rid="B96">Hoelscher, 2014</xref>), and protect LTP (<xref ref-type="bibr" rid="B84">Gengler et al., 2012</xref>; <xref ref-type="bibr" rid="B144">McClean and Hoelscher, 2014</xref>). They helped reduce the amount of amyloid plaque and tau hyperphosphorylation in AD mice (<xref ref-type="bibr" rid="B129">Li et al., 2012</xref>; <xref ref-type="bibr" rid="B33">Cai H.-Y. et al., 2018</xref>). The short-acting GLP-1 Ras lixisenatide significantly decreased neuroinflammation (<xref ref-type="bibr" rid="B144">McClean and Hoelscher, 2014</xref>) <italic>via</italic> activating PKA-CREB signaling and inhibiting p38-MAPK pathway. In a randomized, double-blind placebo-controlled trial, dulaglutide treatment in long term may improve cognition in patients with type 2 diabetes (<xref ref-type="bibr" rid="B57">Cukierman-Yaffe et al., 2020</xref>). Semaglutide, a long-acting GLP-1 receptor agonist, had a protective role against A&#x3b2; in AD by enhancing autophagy and inhibiting apoptosis (<xref ref-type="bibr" rid="B42">Chang et al., 2020</xref>).</p>
<p>GLP-1/GIP Dual-Agonist-5 (DA5-CH) can enhance memory function in AD mice by metabolism pathways. In the hippocampus of APP/PS1 mice, DA5-CH decreased hippocampal amyloid senile plaques and phosphorylated tau protein, increased levels of p-PI3K and p-Akt growth factor kinase, and prevented excessive activation of p-GSK3&#x3b2; (<xref ref-type="bibr" rid="B36">Cao et al., 2018</xref>). TA therapy could significantly correct the memory deficits in APP/PS1 mice, which elevated BDNF levels and further boosted neurogenesis in the dentate gyrus. TA decreased the overall level of A&#x3b2; as well as oxidative stress and neuroinflammation in the cortex and hippocampus (<xref ref-type="bibr" rid="B114">Kim et al., 2018</xref>).</p>
</sec>
</sec>
<sec id="s3-3">
<title>3.3 DPP4 inhibitors</title>
<p>Diabetes treatment with DPP4 is linked to higher GLP-1 levels (<xref ref-type="bibr" rid="B125">Lambeir et al., 2008</xref>). Many studies have proven that DPP4is could benefit cognitive function such as saxagliptin, vildagliptin, linagliptin, and sitagliptin.</p>
<p>Saxagliptin and vildagliptin not only boosted GLP-1 levels in the hippocampus but corrected cognitive impairments, as well as decreased levels of A&#x3b2;42 and p-tau in the animal model. Moreover, TNF-&#x3b1; and IL-1&#x3b2;, two important cytokines produced by activated microglia, were decreased to reduce inflammation after the treatment of the two DPP4is (<xref ref-type="bibr" rid="B118">Kosaraju et al., 2013a</xref>; <xref ref-type="bibr" rid="B120">Kosaraju et al., 2013b</xref>).</p>
<p>Linagliptin and sitagliptin also alleviated cognitive impairments and amyloid load in AD model besides raising GLP-1 levels in the brain. Linagliptin raised GIP incretin levels and decreased tau phosphorylation caused by the downregulation of GSK3&#x3b2; in the brain of AD mice. It also ameliorated neuroinflammation by significantly reducing glial fibrillary acidic protein (GFAP) (<xref ref-type="bibr" rid="B119">Kosaraju et al., 2017</xref>). In APP/PS1 animals, sitagliptin therapy protected synaptic plasticity in AD mice by markedly activating GLP-1 and BDNF-TrkB signaling (<xref ref-type="bibr" rid="B63">Dong et al., 2019</xref>). It might restore damaged insulin signaling in cultured human neuronal cells, thus preventing tau hyperphosphorylation and GSK3&#x3b2; activation. The formation of intracellular reactive oxygen species (ROS) and mitochondria dysfunction brought on by A&#x3b2; were mitigated by sitagliptin, which may be related to the activation of 5&#x2032;AMPK-Sirt1 signaling (<xref ref-type="bibr" rid="B117">Kornelius et al., 2015</xref>). But a conflicting view held that Sitagliptin was ineffective on tau phosphorylation in OLETF type 2 diabetic rats and instead exacerbated it, possibly through the activation of GSK3&#x3b2;. Additionally, sitagliptin raised ser-616 phosphorylation of IRS-1, which suggested elevated insulin resistance in the brain (<xref ref-type="bibr" rid="B113">Kim et al., 2012</xref>).</p>
<p>Clinical studies supported the findings of some experimental studies. A cross-sectional study revealed that enhanced dipeptidyl peptidase IV (DPP4) activity and lower BDNF activity were linked to a higher risk of moderate cognitive impairment (MCI) in older persons. However, it remained uncertain whether DPP4 could reduce BDNF ratio <bold>(</bold>DBR) by targeting increased plasma DPP4 activity, thereby improving MCI in older patients with type 2 diabetes (<xref ref-type="bibr" rid="B251">Zheng et al., 2018</xref>). In a prospective and observational study, older diabetic individuals who took sitagliptin for 6&#xa0;months showed enhanced cognitive performance (<xref ref-type="bibr" rid="B103">Isik et al., 2017</xref>). A retrospective investigation revealed that DPP4i usage was linked to a low amyloid load and improved long-term cognitive outcomes in diabetic patients with Alzheimer&#x2019;s disease-related cognitive impairment (<xref ref-type="bibr" rid="B107">Jeong et al., 2021</xref>). DPP4is showed a protective effect against the risk of dementia in Alzheimer&#x2019;s disease, according to a meta-analysis (<xref ref-type="bibr" rid="B252">Zhou et al., 2020</xref>). In individuals with diabetes and dementia, DPP4is improved global cognition as measured by the MMSE, according to a prospective open-cohort study (<xref ref-type="bibr" rid="B192">Secnik et al., 2021</xref>). In a retrospective investigation, DPP4i usage was linked to slower rates of memory loss in AD patients. Additionally, DPP4is were more advantageous for APOE4 carriers (<xref ref-type="bibr" rid="B230">Wu et al., 2020</xref>).</p>
</sec>
<sec id="s3-4">
<title>3.4 SGLT2 inhibitors</title>
<p>SGLT2 inhibitors prevent the kidneys from reabsorbing glucose, which lowers blood glucose levels (<xref ref-type="bibr" rid="B216">Vallon and Thomson, 2017</xref>). Empagliflozin, a selective SGLT2 inhibitor, significantly prevented cognitive decline in db/db mice. This protection of cognitive abilities was linked to a reduction in brain oxidative stress and an increase in brain-derived neurotrophic factors (<xref ref-type="bibr" rid="B132">Lin et al., 2014</xref>). Dapagliflozin inhibited ROS-dependent neuronal apoptosis, increased the expression of PI3K/Akt/GSK-3&#x3b2; pathway, and suppressed neuroinflammation by reducing the activation of nuclear factor-kappa B (NF-&#x3ba;B) pathway and TNF-&#x3b1; levels to exert neuroprotective effects (<xref ref-type="bibr" rid="B7">Arab et al., 2021</xref>).</p>
<p>A retrospective study showed that when compared to DPP4is, the use of SGLT2 inhibitors was considerably more protective in T2DM patients against new-onset dementia, but not against new-onset AD (<xref ref-type="bibr" rid="B155">Mui et al., 2021</xref>). T2DM individuals who used SGLT2 inhibitors had a lower chance of developing dementia according to a retrospective study. The lowest risk of dementia was shown in dapagliflozin, followed by empagliflozin, while canagliflozin had no association (<xref ref-type="bibr" rid="B231">Wu et al., 2022</xref>).</p>
</sec>
<sec id="s3-5">
<title>3.5 Insulin therapy</title>
<p>The effects of insulin on cognitive impairment are debatable. A&#x3b2;-induced loss of spatial memory was prevented by intrahippocampal insulin injections (<xref ref-type="bibr" rid="B86">Ghasemi et al., 2014</xref>). A single insulin injection reversed additional brain A&#x3b2; accumulation and cognitive deficits in a mice model of AD induced by a high-fat diet (<xref ref-type="bibr" rid="B218">Vandal et al., 2014</xref>). By shifting APP processing to non-amyloidogenic pathways, intranasal insulin improved cognitive impairments and decreased brain A&#x3b2; levels and A&#x3b2; plaque deposition in APP/PS1 mice (<xref ref-type="bibr" rid="B142">Mao et al., 2016</xref>). Intranasal insulin improved verbal memory and acutely increased plasma A&#x3b2;42 levels. However, further research has to be done to determine the clinical implications of changed plasma A&#x3b2;42 levels (<xref ref-type="bibr" rid="B181">Reger et al., 2008</xref>). Intravenous insulin infusion decreased A&#x3b2;42 clearance but increased A&#x3b2;42 accumulation in plasma, which has been demonstrated in the past to cause peripheral insulin resistance (<xref ref-type="bibr" rid="B204">Swaminathan et al., 2018</xref>). A meta-analysis also revealed that patients with T2DM under treatment with insulin presented the lowest risk of dementia compared with other antidiabetic drugs (<xref ref-type="bibr" rid="B252">Zhou et al., 2020</xref>). (<xref ref-type="table" rid="T1">Table 1</xref>)</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Overview of animal studies of diabetic drugs in treatment of AD.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Diabetic drugs</th>
<th align="center">Object of study</th>
<th align="center">Brief cohort description</th>
<th align="center">Outcome characteristics</th>
<th align="center">References</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Metformin</td>
<td align="center">Male rats</td>
<td align="left">HFD-fed rats were assigned into three subgroups with vehicle, nec-1, or metformin for 8&#xa0;weeks.</td>
<td align="left">Cognitive function, synaptic plasticity, dendritic spine density, microglial morphology, brain mitochondrial function, brain insulin sensitivity&#x2191;; hyperphosphorylated-tau and necroptosis&#x2193;</td>
<td align="center">Jinawong et al.</td>
</tr>
<tr>
<td align="center">Metformin</td>
<td align="center">Wistar rats</td>
<td align="left">Metformin 200&#xa0;mg/kg was given intravenously to the cardiac I/R group, either during ischemia (D-MET) or at the onset of reperfusion (R-MET).</td>
<td align="left">glucose level, IR,GSK3&#x3b2;, and JNK&#x2193;, GLP-1, insulin-like growth factor-1, AMPK, and PI3K/Akt&#x2191;</td>
<td align="center">Benjanuwattra et al.</td>
</tr>
<tr>
<td align="center">Metformin</td>
<td align="center">APP/PS1xdb/db mice</td>
<td align="left">AD-T2DM mice were received polypills in the diet from 4 to 26&#xa0;weeks of age.</td>
<td align="left">Learning and memory deficits, brain atrophy and neuronal loss; metabolic parameters&#x2191;; synaptic loss, A&#x3b2;, and p-tau&#x2193;</td>
<td align="center">Infante-Garcia et al.</td>
</tr>
<tr>
<td align="center">Metformin</td>
<td align="center">APP/PS1 mice</td>
<td align="left">APP/PS1 mice were treated with tap water with Metformin freely for 12&#xa0;weeks.</td>
<td align="left">cognition, CMA-activated degradation of A&#x3b2;&#x2191;</td>
<td align="center">Xu et al.</td>
</tr>
<tr>
<td align="center">Metformin</td>
<td align="center">db/db mice, High glucose-cultured HT22 cells</td>
<td align="left">Twelve-week old male db/db mice received consecutive intraperitoneal injection of 200&#xa0;mg/kg/d metformin or (and) 10&#xa0;mg/kg/d chloroquine for 8&#xa0;weeks.</td>
<td align="left">Cognition, autophagy activity in an AMPK dependent manner&#x2191;; hyperphosphorylated tau&#x2193;</td>
<td align="center">Chen et al.</td>
</tr>
<tr>
<td align="center">Metformin</td>
<td align="center">Human ApoE (huApoE)-TR homozygous mice of the C57BL/6J background</td>
<td align="left">Thirteen-month-old female ApoE3-TR and ApoE4-TR mice were respectively randomized into metformin group and normal saline (NS) group</td>
<td align="left">mTOR signaling and tau phosphorylation&#x2191;</td>
<td align="center">Zhang et al.</td>
</tr>
<tr>
<td align="center">Metformin</td>
<td align="center">C57BL/6 mice</td>
<td align="left">ICV-STZ-injected mice were treated with intranasal or oral metformin for 4&#xa0;weeks.</td>
<td align="left">Learning and memory functions, phosphorylated insulin receptor and pAkt&#x2191;</td>
<td align="center">Kazkayasi et al.</td>
</tr>
<tr>
<td align="center">Metformin</td>
<td align="center">transgenic <italic>Caenorhabditis elegans</italic> strain</td>
<td align="left">Treated with metformin</td>
<td align="left">normalized lifespan &#x2191;; A&#x3b2;-induced metabolic defects, and protein aggregation&#x2193;</td>
<td align="center">Teo et al.</td>
</tr>
<tr>
<td align="center">Metformin</td>
<td align="center">SH-SY5Y cells Tg6799 AD model mice</td>
<td align="left">Fourteen week-old female Tg6799 were injected daily with 200&#xa0;&#x3bc;L intraperitoneal metformin or isotonic sodium chloride for 9&#xa0;days.</td>
<td align="left">gamma-secretase activity, A&#x3b2; generation, autophagy and AMPK&#x2191;; mTOR&#x2193;</td>
<td align="center">Son et al.</td>
</tr>
<tr>
<td align="center">Metformin</td>
<td align="center">APP/PS1 mice</td>
<td align="left">Treated with metformin</td>
<td align="left">autophagic activity in microglia&#x2191;; A&#x3b2; load and NP tau aggregation&#x2193;</td>
<td align="center">Chen et al.</td>
</tr>
<tr>
<td align="center">Metformin</td>
<td align="center">C57BL/6 mice</td>
<td align="left">Treated with metformin</td>
<td align="left">APP and A&#x3b2;&#x2191;; mitochondrial function of brain neurons&#x2193;</td>
<td align="center">Picone et al.</td>
</tr>
<tr>
<td align="center">Metformin</td>
<td align="center">N2a695 cells</td>
<td align="center">Pretreated with metformin for 24&#xa0;h</td>
<td align="left">A&#x3b2;, AMPK and BACE1 &#x2191;</td>
<td align="center">Chen et al.</td>
</tr>
<tr>
<td align="center">Metformin</td>
<td align="center">Sprague Dawley albino male mature rats</td>
<td align="left">Following stereotaxic surgery, STZ received rats were treated with either saline or exenatide 20&#xa0;mu gr/kg/day through intraperitoneally for 2&#xa0;weeks.</td>
<td align="left">Cholinergic activity and cognition&#x2191;; the inflammation response&#x2193;</td>
<td align="center">Solmaz et al.</td>
</tr>
<tr>
<td align="center">Exendin-4</td>
<td align="center">Human neuroprogenitor cells</td>
<td align="left">Pre-incubation of neurons with exendin-4</td>
<td align="left">Exendin-4 protected the neurons from apoptosis induced by Ab oligomers and stimulated cyclic AMP response element binding protein phosphorylation</td>
<td align="center">Velmurugan et al.</td>
</tr>
<tr>
<td align="center">Exenatide</td>
<td align="center">PS1-KI mice 3xTg-AD mice</td>
<td align="left">Daily injection of exenatide (500&#xa0;mg/kg BW) or saline for 5&#xa0;days a week.</td>
<td align="left">In PS1-KI mice: long-term memory performances, brain lactate dehydrogenase activity, and lactate levels &#x2191;; no effects were observed on mitochondrial respiration. In 3xTg-AD mice: exenatide had no effects on brain metabolism</td>
<td align="center">Bomba et al.</td>
</tr>
<tr>
<td align="center">Exendin-4</td>
<td align="center">Goto-Kakizaki (GK) rats</td>
<td align="left">Exendin-4 was continuously administered for 28&#xa0;days, <italic>via</italic> s.c. Implanted micro-osmotic pumps (5&#xa0;mu g/kg/day; infusion rate 2.5&#xa0;mu L/h).</td>
<td align="left">GLP-1, insulin-like growth factor-1 (IGF-1), AMPK, and PI3K/Akt&#x2191;; glucose level, IR,GSK3&#x3b2;, and JNK&#x2193;</td>
<td align="center">Candeias et al.</td>
</tr>
<tr>
<td align="center">Exendin-4</td>
<td align="center">Sprague-Dawley rats</td>
<td align="left">T2DM rats were injected with exendin-4 for 28 consecutive days.</td>
<td align="left">PI3K/Akt&#x2191;, GSK3&#x3b2;, and tau hyperphosphorylation&#x2193;</td>
<td align="center">Xu et al.</td>
</tr>
<tr>
<td align="center">Exendin-4</td>
<td align="center">PC12 cells Wistar rats</td>
<td align="left">Administered exendin-4 (10&#xa0;&#x3bc;g/kg body weight;) by a twice-daily subcutaneous injection for 14&#xa0;days.</td>
<td align="center">GSK3&#x3b2; and tau hyperphosphorylation&#x2193;</td>
<td align="center">Chen et al.</td>
</tr>
<tr>
<td align="center">Exendin-4</td>
<td align="center">APP/PS1 mice</td>
<td align="left">Intraperitoneal injections of exendin (25&#xa0;nmol/kg, dissolved in saline) for 3&#xa0;weeks.</td>
<td align="left">IRS-1 and JNK&#x2191;</td>
<td align="center">Bomfim et al.</td>
</tr>
<tr>
<td align="center">Exenatide</td>
<td align="center">Adult wild-type mice</td>
<td align="left">2-month treatment with exenatide</td>
<td align="left">Long-term memory performances, and the BDNF-TrkB neurotrophic axis&#x2191;; apoptosis&#x2193;</td>
<td align="center">Bomba et al.</td>
</tr>
<tr>
<td align="center">Exenatide</td>
<td align="center">3xTg-AD mice</td>
<td align="left">administered exenatide (500&#xa0;&#x3bc;g/kg body weight) <italic>via</italic> intraperitoneal injection 5&#xa0;days per week.</td>
<td align="center">BDNF signaling&#x2191;; inflammation&#x2193;</td>
<td align="center">Bomba et al.</td>
</tr>
<tr>
<td align="center">Liraglutide</td>
<td align="center">SH-SY5Y cells</td>
<td align="left">Cells were pre-treated with 10, 100, and 200&#xa0;nM Liraglutide</td>
<td align="left">Cell viability and Akt&#x2191;; cytotoxicity and apoptosis&#x2193;</td>
<td align="center">Sharma et al.</td>
</tr>
<tr>
<td align="center">Liraglutide</td>
<td align="center">Sprague&#x2013;Dawley rats</td>
<td align="left">Dissolved peptide (0.05&#x2013;5&#xa0;nmol liraglutide and/or 4&#xa0;nmol A&#x3b2;25&#x2013;35) solution (4&#xa0;&#x3bc;L) was injected into the bilateral hippocampus.Control rats received only saline.</td>
<td align="left">The A&#x3b2;(25&#x2013;35)-induced impairment of spatial memory, deficit of L-LTP&#x2193;</td>
<td align="center">Han et al.</td>
</tr>
<tr>
<td align="center">Liraglutide</td>
<td align="center">APP/PS1 mice</td>
<td align="left">Injected liraglutide at 25&#xa0;nmol/kg body weight intraperitonially for 8&#xa0;weeks.</td>
<td align="left">Young neurons in the dentate gyrus and LTP&#x2191;; memory impairments, synapse loss deterioration of synaptic plasticity, A&#x3b2;, inflammation&#x2193;</td>
<td align="center">McClean et al.</td>
</tr>
<tr>
<td align="center">Liraglutide</td>
<td align="center">C57BL/6 mice</td>
<td align="left">Treated with liraglutide (200&#xa0;&#x3bc;g/kg) or vehicle for 8&#xa0;weeks.</td>
<td align="left">Autophagy and AMPK/mTOR&#x2191;; cognitive impairment, neuronal injuries, and ultrastructural damage to synapses&#x2193;</td>
<td align="center">Kong et al.</td>
</tr>
<tr>
<td align="center">Liraglutide</td>
<td align="center">APPswe/PS1dE9 mice with a C57BL/6 background</td>
<td align="center">Liraglutide treatment for 8&#xa0;weeks at 25&#xa0;nmol/kg body weight i.p. Once daily</td>
<td align="left">IRS-1&#x2191;; IR aberrations, A&#x3b2;, astrocytosis, and microglial&#x2193;</td>
<td align="center">Long-Smith et al.</td>
</tr>
<tr>
<td align="center">Liraglutide</td>
<td align="center">Kunming mice</td>
<td align="left">Injected with liraglutide (300&#xa0;&#x3bc;g/kg) for 30&#xa0;days. The control and AD model groups were injected with sterile 0.9% saline.</td>
<td align="left">Learning and memory ability, tau bound to microtubules&#x2191;; hyperphosphorylation levels of tau and neurofilament proteins&#x2193;</td>
<td align="center">Xiong et al.</td>
</tr>
<tr>
<td align="center">Liraglutide</td>
<td align="center">C57BL/6 mice</td>
<td align="left">Treated with either 0.9% NaCl or 25&#xa0;nmol/kg liraglutide intraperitonially for 30&#xa0;days.</td>
<td align="left">The activated microglia load, the activated astrocyte load, the pro-inflammatory cytokine levels of IL-6, IL-12p70, IL-1 &#x3b2;, and total nitrite concentration&#x2193;</td>
<td align="center">Parthsarathy and Hoelscher</td>
</tr>
<tr>
<td align="center">Liraglutide</td>
<td align="center">10-month-old 3xTg-AD female mice</td>
<td align="left">Treated for 28&#xa0;days with liraglutide (0.2&#xa0;mg/kg)</td>
<td align="left">Cortical A&#x3b2;(1&#x2013;42), brain estradiol and GLP-1, oxidative/nitrosative stress and inflammation&#x2193;</td>
<td align="center">Duarte et al.</td>
</tr>
<tr>
<td align="center">Lixisenatide</td>
<td align="center">APP/PS1/tau female mice</td>
<td align="left">Injected lixisenatide for 60&#xa0;days at 10&#xa0;nmol/kg i.p.</td>
<td align="left">PKA-CREB signaling pathway&#x2191;; A&#x3b2;, NFTs, neuroinflammation and p38-MAPK&#x2193;</td>
<td align="center">Cai et al.</td>
</tr>
<tr>
<td align="center">(Val(8))GLP-1</td>
<td align="center">Wistar rats</td>
<td align="left">Treated with STZ (i.c.v.), or treated with STZ&#x2b;(Val8)GLP-1 i.c.v.</td>
<td align="left">Learning and memory&#x2191;; tau, hyperphosphorylated tau, damaged cell nuclei and nucleolus&#x2193;</td>
<td align="center">Li et al.</td>
</tr>
<tr>
<td align="center">Semaglutide</td>
<td align="center">SH-SY5Y cell line</td>
<td align="left">Treated by semaglutide.</td>
<td align="left">Autophagy&#x2191;; apoptosis&#x2193;</td>
<td align="center">Chang et al.</td>
</tr>
<tr>
<td align="center">DA5-CH</td>
<td align="center">APP/PS1 mice</td>
<td align="left">Injected DA5-CH intraperitoneally at a dose of 10&#xa0;nmol/kg for 28&#xa0;days.</td>
<td align="center">Working-memory and long-term spatial memory, L-LTP, and activation of the PI3K/AKT&#x2191;; A&#x3b2; and p-tau&#x2193;,</td>
<td align="center">Cao et al.</td>
</tr>
<tr>
<td align="center">TA</td>
<td align="center">APP/PS1 transgenic mice</td>
<td align="left">Mice were injected with TA (10&#xa0;nmol/kg body weight) i.p. Or saline for 2&#xa0;months.</td>
<td align="left">The anti-apoptotic signaling molecule Bcl-2, BDNF, synaptophysin, and neurogenesis in the dentate gyrus&#x2191;; memory deficit, the mitochondrial pro-apoptotic signaling molecule BAX, A&#x3b2;, neuroinflammation, and oxidative stress&#x2193;</td>
<td align="center">Kim et al.</td>
</tr>
<tr>
<td align="center">Saxagliptin</td>
<td align="center">Wistar rats</td>
<td align="center">Orally administered with Saxagliptin (0.25, 0.5 and 1&#xa0;mg/kg) for 60&#xa0;days.</td>
<td align="left">GLP-1&#x2191;; A&#x3b2;, tau phosphorylation and inflammatory markers&#x2193;</td>
<td align="center">Kosaraju et al.</td>
</tr>
<tr>
<td align="center">Vildagliptin</td>
<td align="center">Wistar rats</td>
<td align="center">Orally administered with vildagliptin (2.5, 5 and 10&#xa0;mg/kg) for 30&#xa0;days.</td>
<td align="left">Memory retention&#x2191;, GLP-1 levels&#x2191;; A&#x3b2;&#x2193;, tau phosphorylation&#x2193;, inflammatory markers&#x2193;</td>
<td align="center">Kosaraju et al.</td>
</tr>
<tr>
<td align="center">Linagliptin</td>
<td align="center">3xTg-AD mice</td>
<td align="left">Administered linagliptin orally (5, 10, and 20&#xa0;mg/kg) for 8&#xa0;weeks.</td>
<td align="left">Cognitive deficits present&#x2191;, brain incretin levels&#x2191;; A&#x3b2;&#x2193;, tau phosphorylation&#x2193;, neuroinflammation&#x2193;</td>
<td align="center">Kosaraju et al.</td>
</tr>
<tr>
<td align="center">Sitagliptin</td>
<td align="center">APP/PS1 mice</td>
<td align="left">The APP/PS1 mice received daily gastric gavage administration of sitagliptin (20&#xa0;mg/kg) for 8&#xa0;weeks.</td>
<td align="left">Cognition function, LTP, GLP-1, BDNF-TrkB signalings&#x2191;</td>
<td align="center">Dong et al.</td>
</tr>
<tr>
<td align="center">Linagliptin</td>
<td align="center">SK-N-MC human neuronal cells</td>
<td align="left">Exposed to 10&#x2013;100&#xa0;&#x3bc;M of linagliptin for 24&#xa0;h</td>
<td align="left">A&#x3b2;-induced cytotoxicity&#x2193;, GSK3&#x3b2; and tau hyper-phosphorylation&#x2193;, A&#x3b2;-induced mitochondrial dysfunction and intracellular ROS generation&#x2193;</td>
<td align="center">Kornelius et al.</td>
</tr>
<tr>
<td align="center">Sitagliptin</td>
<td align="center">OLETF T2DM rats</td>
<td align="left">Given standard rat food or rat food supplemented with 100&#xa0;mg/kg/day sitagliptin for 12&#xa0;weeks.</td>
<td align="left">Pathological tau phosphorylation GSK3&#x3b2; and ser-616 phosphorylation of IRS-1&#x2191;</td>
<td align="center">Kim et al.</td>
</tr>
<tr>
<td align="center">Empagliflozin</td>
<td align="center">db/db mice</td>
<td align="left">Treated the standard diet containing 0.03% empagliflozin for 7&#xa0;days, 10&#xa0;weeks, and 16&#xa0;days respectively</td>
<td align="left">Cardiovascular injury, vascular dysfunction, and cognitive decline&#x2193;</td>
<td align="center">Lin et al.</td>
</tr>
<tr>
<td align="center">Dapagliflozin</td>
<td align="center">Wistar rats</td>
<td align="left">Rotenone (1.5&#xa0;mg/kg) was subcutaneously administered every other day for 3&#xa0;weeks. Dapagliflozin (1(mg/kg)/day, by gavage for 3&#xa0;weeks)</td>
<td align="left">PI3K/AKT/GSK-3&#x3b2;pathway and glial cell line-derived neurotrophic factor&#x2191;; ROS-dependent neuronal apoptosis, neuroinflammation, NF-&#x3ba;B pathway, and TNF-&#x3b1;&#x2193;</td>
<td align="center">Arab et al.</td>
</tr>
<tr>
<td align="center">Insulin</td>
<td align="center">Adult male Sprague-Dawely rats</td>
<td align="left">Insulin treatment (0.5 or 6&#xa0;mU) for 6&#xa0;days.</td>
<td align="left">A&#x3b2;-induced memory deterioration, hippocampal caspase-3, ERK and P38 activation&#x2193;</td>
<td align="center">Ghasemi et al.</td>
</tr>
<tr>
<td align="center">Insulin</td>
<td align="center">3xTg-AD mice</td>
<td align="left">An intravenous injection of insulin (3.8 units/kg of human insulin) or saline.</td>
<td align="center">Memory ability&#x2191;; soluble A&#x3b2; levels&#x2193;</td>
<td align="center">Vandal et al.</td>
</tr>
<tr>
<td align="center">Insulin</td>
<td align="center">APPswe/PS1dE9 mice</td>
<td align="left">6&#xa0;weeks of Intranasal insulin treatment in APPswe/PS1dE9 mice.</td>
<td align="left">Cognitive deficits, A&#x3b2; production and plaque formation&#x2193;</td>
<td align="center">Mao et al.</td>
</tr>
<tr>
<td align="center">Insulin</td>
<td align="center">Wild-type mice The immortalized human cerebral microvascular endothelial cell line</td>
<td align="left">Saline (100&#xa0;&#xb5;Ll) or insulin (1IU) was administered <italic>via</italic> internal carotid artery. Cells were pre-treatmented with 100&#xa0;mIU/mL insulin on the luminal side for 20&#xa0;min.</td>
<td align="left">Upon peripheral insulin administration in wild-type mice: The plasma clearance of A&#x3b2;40&#x2191;, the plasma-to-brain influx of A&#x3b2;40&#x2191;, the clearance of intracerebrally injected A&#x3b2;42&#x2191;; the plasma clearance of A&#x3b2;42&#x2193;, the plasma-to-brain influx of A&#x3b2;42 &#x2193;, the clearance of intracerebrally injected A&#x3b2;40&#x2193; In hCMEC/D3 monolayers exposed to insulin: the luminal uptake and luminal-to-abluminal permeability of A&#x3b2;40&#x2191;, the abluminal-to-luminal permeability of A&#x3b2;42 permeability&#x2191;; the abluminal-to-luminal permeability of A&#x3b2;40&#x2193;, the luminal uptake and luminal-to-abluminal permeability of A&#x3b2;42&#x2193; A&#x3b2; cellular trafficking machinery was altered.</td>
<td align="center">Swaminathan et al.</td>
</tr>
<tr>
<td align="center">Liraglutide exendin (9&#x2013;39)amide</td>
<td align="center">Wistar rats</td>
<td align="left">5&#xa0;&#xb5;L of peptides solution were injected icv.</td>
<td align="center">LTP&#x2191;; exendin (9&#x2013;39)amide: LTP&#x2193;</td>
<td align="center">McClean et al.</td>
</tr>
<tr>
<td align="center">Lixisenatide, Liraglutide</td>
<td align="center">APP/PS1 mice</td>
<td align="left">Ten weeks of daily i.p. Injections with liraglutide (2.5 or 25&#xa0;nmol/kg) or lixisenatide (1 or 10&#xa0;nmol/kg) or saline</td>
<td align="left">Performance in an object recognition task&#x2191;; LTP, A&#x3b2;, chronic inflammation response&#x2193;</td>
<td align="center">McClean and Hoelscher</td>
</tr>
<tr>
<td align="center">Liraglutide, Insulin</td>
<td align="center">db/db mice</td>
<td align="left">Daily injected subcutaneously with liraglutide, insulin, or saline.</td>
<td align="left">Liraglutide injection: CSF insulin&#x2191;; hyperphosphorylation of tau protein&#x2193; insulin injection had no effects on CSF insulin or phosphorylation of tau protein.</td>
<td align="center">Ma et al.</td>
</tr>
<tr>
<td align="center">Metformin, Insulin</td>
<td align="center">LAN5 neuroblastoma cells</td>
<td align="left">Treated with 12.5, 25, 50, 100 and 200&#xa0;mM of metformin (SIGMA) in serum free medium for 24 and 48&#xa0;h, and with 0.1, 1 and 2.5&#xa0;mM of metformin for 5 or 10&#xa0;days.</td>
<td align="left">Metformin: APP, presenilin, A&#x3b2;, oxidative stress, and mitochondrial damage &#x2191; Insulin: A&#x3b2;, oxidative stress, mitochondrial dysfunction, and cell death&#x2193;</td>
<td align="center">Picone et al.</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Symbol explanation: &#x201c;&#x2191;&#x201d; means upregulating, increasing, improving and so on. &#x201c;&#x2193;&#x201d; means downregulating, decreasing, impairing and so on.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="s4">
<title>4 Herbal medicines</title>
<p>Plants can be used as dietary supplements or as drug composition for the prevention and treatment of diseases. Phytochemicals possess abundant biological properties, and the active components of some plants are also very useful in the treatment of diseases. Numerous studies have found that phytoconstituents including plant extracts and active components have antioxidant, anti-inflammatory, and hypoglycemic properties, which can target abnormal enzyme activities and thus have a therapeutic effect on diseases. This section of the review enumerates the therapeutic value of plants, their extracts, and active metabolites for both AD and DM. Considering the link between abnormal glucose metabolism and AD, phytomedicines can be used as a promising drug treatment for AD by modulating glucose metabolism.</p>
<sec id="s4-1">
<title>4.1 Curcumin</title>
<p>Curcumin is a polyphenol derived from the rhizomes of Curcuma longa (<xref ref-type="bibr" rid="B211">Thiruvengadam et al., 2021</xref>). It is an antioxidant and has anti-inflammatory effect. (<xref ref-type="bibr" rid="B27">Bradford, 2013</xref>). It has been reported that curcumin may be adopted as a potential neuroprotective agent against cognitive decline or AD (<xref ref-type="bibr" rid="B38">Caruso et al., 2022</xref>). Moreover, curcumin can also reverse aberrant glucose metabolism to alleviate memory decline. In AD mice, curcumin can upregulate PI3K/Akt pathways while decreasing the expression of insulin receptors and insulin receptor substrates in the hippocampus (<xref ref-type="bibr" rid="B74">Feng et al., 2016</xref>; <xref ref-type="bibr" rid="B222">Wang et al., 2017</xref>). Daily dietary supplementation with curcumin may also improve abnormal glucose metabolism and reduce the risk of diabetes and AD. Curcumin can also decrease the activation of the TXNIP/NLRP3 inflammasome to prevent cell death (<xref ref-type="bibr" rid="B247">Zhang M. et al., 2021</xref>). Using the micro-positron emission tomography (PET) technique in AD mice, it has been revealed that curcumin can improve glucose metabolism (<xref ref-type="bibr" rid="B222">Wang et al., 2017</xref>). In a high-fat diet rat model, curcumin nanoparticle (CurNP) can improve A&#x3b2; accumulation and tau hyperphosphorylation in the hippocampus through alleviating redox and inflammation and downregulating MAPK/ERK pathway (<xref ref-type="bibr" rid="B1">Abdulmalek et al., 2021</xref>). In a 12-week randomized controlled trial, participants with prediabetes who consumed 180&#xa0;mg of curcumin daily had significantly reduced GSK3&#x3b2; and IAPP in serum samples after 12&#xa0;weeks compared with placebo groups, reducing insulin resistance and the risk of developing AD and DM (<xref ref-type="bibr" rid="B212">Thota et al., 2020</xref>). In a randomized, double-blind, placebo-controlled trial, healthy older people who took solid lipid curcumin had significantly better memory performance and mood (<xref ref-type="bibr" rid="B56">Cox et al., 2015</xref>). A randomized, placebo-controlled, double-blind, pilot clinical trial in 6&#xa0;months has shown that curcumin can help patients with AD decrease the accumulation of A&#x3b2; in the plasma (<xref ref-type="bibr" rid="B14">Baum et al., 2008</xref>).</p>
</sec>
<sec id="s4-2">
<title>4.2 Resveratrol</title>
<p>Resveratrol is a polyphenolic phytocompound, derived from various plants, including fruits (e.g., blueberries, blackberries), and herbal medicine (e.g., Polygonum cuspidatum herb) (<xref ref-type="bibr" rid="B80">Gambini et al., 2015</xref>). It has benefits in both lifespan and health span (<xref ref-type="bibr" rid="B19">Bhullar and Hubbard, 2015</xref>). Previous studies have shown that resveratrol can act as an anti-diabetic drug to decrease plasma glucose levels, and increase insulin sensitivity (<xref ref-type="bibr" rid="B18">Berman et al., 2017</xref>). Resveratrol is used in treating age-related diseases such as AD because of its anti-inflammatory and antioxidant propertities (<xref ref-type="bibr" rid="B131">Li et al., 2018</xref>). Moreover, resveratrol also can permeate the BBB and be used as a potential neuroprotective agent (<xref ref-type="bibr" rid="B226">Wicinski et al., 2020</xref>). A clinical study of older adults has shown that a supplement of resveratrol could improve memory function and increase hippocampal functional connectivity and glucose metabolism (<xref ref-type="bibr" rid="B3">Albani et al., 2010</xref>; <xref ref-type="bibr" rid="B228">Witte et al., 2014</xref>). It has been demonstrated that resveratrol can regulate glucose metabolism and inhibit tau phosphorylation through the PI3K/Akt pathway, respectively (<xref ref-type="bibr" rid="B85">Ghafouri-Fard et al., 2022</xref>). The mechanism of resveratrol in the treatment of AD and DM is the same in the SIRT1 and AMPK pathways (<xref ref-type="bibr" rid="B147">Meng et al., 2020</xref>). But there is insufficient evidence that resveratrol can treat AD merely by modulating glucose metabolism (<xref ref-type="bibr" rid="B183">Ribeiro et al., 2022</xref>). Resveratrol also had the ability to inhibit the inflammatory factors and the TXNIP/TRX/NLRP3 signaling pathway, both of which were simulated by A&#x3b2; (<xref ref-type="bibr" rid="B75">Feng and Zhang, 2019</xref>; <xref ref-type="bibr" rid="B247">Zhang M. et al., 2021</xref>). Resveratrol consumption could protect mitochondrial function, which reduces the risk of developing AD and DM. Carrasco-Pozo etc. al have found that resveratrol could affect mitochondria dysfunction and oxidative stress induced by indomethacin <italic>in vitro</italic>, although quercetin but not resveratrol is the most effective one (<xref ref-type="bibr" rid="B37">Carrasco-Pozo et al., 2012</xref>). In addition, resveratrol can promote autophagy and treat AD and DM <italic>in vivo</italic> and <italic>in vitro</italic> (<xref ref-type="bibr" rid="B194">Shakeri et al., 2020</xref>).</p>
<p>The treatment with resveratrol, however, has its drawbacks. A recent study has shown that Resveratrol could upregulate autophagy in the prefrontal cortex, but BDNF and synaptophysin decreased after the treatment of resveratrol in mice (<xref ref-type="bibr" rid="B238">Yang et al., 2019</xref>). Although dietary supplementation with resveratrol reduced the risk of developing AD, the bioavailability of resveratrol and the level of resveratrol in the brain were reduced in diabetic rats. This may be related to diabetic-induced osmotic diuresis (<xref ref-type="bibr" rid="B46">Chen T.-Y. et al., 2017</xref>). A randomized, double-blind, placebo-controlled trial has shown that the treatment of resveratrol had no benefits in biomarkers of AD and glucose metabolism. And brain volume loss was increased in the resveratrol group. This further prevents resveratrol from being a potential therapeutic agent to regulate both peripheral and central glucose metabolism.</p>
<p>New technological applications for resveratrol can provide broader prospects for drug formulations of resveratrol. Because of its limited bioavailability, micronized resveratrol formulations can effectively solve this problem (<xref ref-type="bibr" rid="B197">Singh et al., 2019</xref>). Besides, both resveratrol and its analog pterostilbene have the common stilbene backbone, as well as pleiotropic actions. Therefore, stilbene-based drug development is also an emerging direction for the treatment of AD (<xref ref-type="bibr" rid="B87">Giacomini et al., 2016</xref>).</p>
</sec>
<sec id="s4-3">
<title>4.3 Berberine (BBR)</title>
<p>BBR is an isoquinoline alkaloid extracted mainly from Berberis aristata (shrub). It has a broad spectrum of treatments such as anti-inflammatory, antitumor, lipid-lowering properties, etc (<xref ref-type="bibr" rid="B241">Yao et al., 2015</xref>). BBR can be used as an anti-diabetic agent by regulating peripheral glucose metabolism (<xref ref-type="bibr" rid="B126">Lan et al., 2015</xref>; <xref ref-type="bibr" rid="B241">Yao et al., 2015</xref>). Since the BBB is favorably permeable to BBR, it can also be used in the treatment of central nervous system disorders (<xref ref-type="bibr" rid="B16">Behl et al., 2022</xref>). In recent years, it has also been shown that BBR can improve central glucose metabolism and insulin signaling to ameliorate AD-related pathological lesions. <italic>In vitro</italic>, BBR induced increased glucose utilization in neurons and inhibited the production of oligomer A&#x3b2; by activating the PI3K/PGC epsilon pathway, thereby reducing AD-related neuronal damage (<xref ref-type="bibr" rid="B232">Wu et al., 2021</xref>). BBR can modulate mitochondria dysfunction to regulate energy metabolism in the AD cell model. It also reduces pro-inflammatory cytokines in activated microglial cells (<xref ref-type="bibr" rid="B229">Wong et al., 2021</xref>). In a high-fat diet diabetic rat model, BBR enhanced cognitive function by improving both peripheral and central IR, and reduced hippocampal phosphorylation of tau as well as neuronal apoptosis (<xref ref-type="bibr" rid="B245">Zhang J.-H. et al., 2021</xref>). BBR also inhibited insulin resistance in the medial prefrontal cortex and downregulated PI3K/Akt/mTOR and MAPK signaling pathways in diabetic rats (<xref ref-type="bibr" rid="B44">Chen Q. et al., 2017</xref>). In addition, in a combined rat model of AD and T2DM, BBR played a neuroprotective role by suppressing endoplasmic reticulum (ER) stress, and also attenuated memory deficits (<xref ref-type="bibr" rid="B237">Xuan et al., 2020</xref>). Nevertheless, due to the limited pharmacokinetic characteristics, the combination of nanotechnology and BBR is still a promising therapeutic approach (<xref ref-type="bibr" rid="B16">Behl et al., 2022</xref>).</p>
<p>Some other alkaloids can also modulate glucose metabolism for the treatment of AD. Peganum harmala (P. harmala) is an Egyptian herbal medicine, whose extract can also decrease hippocampal A&#x3b2;, phosphorylated tau, and GSK-3&#x3b2; (<xref ref-type="bibr" rid="B189">Saleh et al., 2021</xref>). Another study (<xref ref-type="bibr" rid="B130">Li et al., 2017</xref>) has shown that the alkaloids of P. Harmala, including harmine and harmaline (<xref ref-type="bibr" rid="B189">Saleh et al., 2021</xref>), were the most active components. Huperzine A (Hup A) is a Lycopodium alkaloid extracted from the moss Huperzia serrata. A recent study has shown that Hup A treatment can improve metabolism and cognition by upregulating the insulin and phosphorylated Akt levels in the cortex of high fat-induced mice, although the same results were not seen in ob/ob mice (<xref ref-type="bibr" rid="B221">Wang H.-y. et al., 2020</xref>).</p>
</sec>
<sec id="s4-4">
<title>4.4 Glycosides</title>
<p>Glycosides, especially saponins, are an important group of phytochemicals due to their diverse pharmacological activities. The therapeutic effects of these active components have received much attention in recent years. Geniposide is extracted from the fruit of Gardenia jasminoides Ellis and has various pharmacological properties (<xref ref-type="bibr" rid="B140">Ma et al., 2019</xref>). Primary studies have suggested that geniposide had a promising ability to treat AD by reducing amyloid plaques, inhibiting tau phosphorylation, and preventing memory impairment (<xref ref-type="bibr" rid="B135">Liu et al., 2015</xref>). It can also be used in managing the pathological alterations of AD by targeting glucose metabolism-related pathways such as GLP-1 receptors and insulin signaling. Geniposide can stimulate the GLP-1 receptor, which not only has an effect on diabetes but promotes neurogenesis and cognitive function <italic>via</italic> correcting metabolism (<xref ref-type="bibr" rid="B203">Sun et al., 2021</xref>). Two studies have revealed that geniposide enhanced the effect of insulin signaling on AD-related changes (<xref ref-type="bibr" rid="B250">Zhang et al., 2015</xref>; <xref ref-type="bibr" rid="B249">Zhang et al., 2016</xref>). In the diabetic AD mouse model, geniposide significantly decreased the phosphorylated level of tau directly. What&#x2019;s more, the phosphorylation of GSK-3&#x3b2; was decelerated <italic>in vivo</italic>, and the phosphorylation of Akt was increased <italic>in vitro</italic> cells (<xref ref-type="bibr" rid="B249">Zhang et al., 2016</xref>). Geniposide also upregulated the levels of BACE1 and insulin-degrading enzyme (IDE), both <italic>in vivo</italic> and <italic>in vitro</italic> (<xref ref-type="bibr" rid="B250">Zhang et al., 2015</xref>).</p>
<p>Some favorable results of sapogenins have been shown in recent studies. Sarsasapogenin is extracted from the Anemarrhena asphodeloides Bunge (rhizome). It could inhibit A&#x3b2; overproduction and tau hyperphosphorylation by upregulating BACE1 and inactivating of Akt/GSK-3&#x3b2; cascade respectively <italic>in vivo</italic> and <italic>in vitro</italic> (<xref ref-type="bibr" rid="B248">Zhang Y.-M. et al., 2021</xref>). Asiaticoside, found in <italic>Centella asiatica</italic> (L.) Urban, also could remarkedly improve the cognitive deficits in diabetic rats by modulating oxidative stress, PI3K/Akt/NF-kappa B pathway, and synaptic function (<xref ref-type="bibr" rid="B242">Yin et al., 2015</xref>). Ginsenoside is an active compound of Panax ginseng C. A. Meyer or Panax quinquefolium L. (American Ginseng). In the STZ-injected mice model, ginsenoside Rb1 can enhance insulin sensitivity. At the same time, this study also revealed that it improved memory and cognition (<xref ref-type="bibr" rid="B240">Yang et al., 2020</xref>), which could have benefits in diabetic encephalopathy, as well as AD. Ginsenoside Rg2, steroid glycoside extracted from Panax ginseng could induce autophagy in the AD mice model, thus improving cognitive behaviors and metabolism (<xref ref-type="bibr" rid="B69">Fan et al., 2017</xref>).</p>
</sec>
<sec id="s4-5">
<title>4.5 Quercetin</title>
<p>Quercetin is a natural flavonoid from a variety of plants, including fruits and vegetable (<xref ref-type="bibr" rid="B151">Miltonprabu, 2019</xref>). Moreover, quercetin has beneficial effects on many diseases including diabetes and AD (<xref ref-type="bibr" rid="B55">Costa et al., 2016</xref>). Quercetin may protect cells from mitochondria dysfunction and oxidative stress <italic>in vitro</italic>, which was the most efficient compared with rutin, resveratrol, and epigallocatechin gallate (<xref ref-type="bibr" rid="B37">Carrasco-Pozo et al., 2012</xref>). This may reveal a joint role of quercetin in the treatment of abnormal glucose metabolism and AD-related cognitive impairment by targeting mitochondria. Subsequent studies found that quercetin improved cognitive function and aberrant peripheral glucose metabolism in db/db mice. What&#x2019;s more, quercetin increased the expression of brain-derived BDNF and SIRT1 protein, which indicated a neuroprotective role of quercetin (<xref ref-type="bibr" rid="B98">Hu et al., 2020</xref>). A recent study aimed to identify the potential target of quercetin suggested that quercetin may have a synergic effect on DM and AD by targeting MAPK pathways (<xref ref-type="bibr" rid="B254">Zu et al., 2021</xref>).</p>
<p>Although quercetin has pleiotropic effects and a few negligible adverse effects, its low bioavailability may be a roadblock preventing it from being a therapeutic agent. Nanoparticles with quercetin may solve this problem, which has been already applied in cancer treatment (<xref ref-type="bibr" rid="B67">Ebrahimpour et al., 2020</xref>). Future studies could focus on improving the bioavailability of quercetin through nanotechnology and other pharmaceutical technologies.</p>
<p>Other flavonoid components also have great therapeutic value. Emerging studies have shown that luteolin and its derivatives (<xref ref-type="bibr" rid="B52">Choi et al., 2014b</xref>; <xref ref-type="bibr" rid="B136">Liu et al., 2014</xref>), scutellarin (<xref ref-type="bibr" rid="B50">Chledzik et al., 2018</xref>), and apigenin as well as its derivatives (<xref ref-type="bibr" rid="B51">Choi et al., 2014a</xref>), had properties of anti-diabetes and anti-AD. Luteolin treatment in high-fat diet mice, significantly improved the central insulin resistance and peripheral glucose metabolism, to alleviate cognitive decline for AD and diabetes induced by obesity (<xref ref-type="bibr" rid="B136">Liu et al., 2014</xref>). Some flavonoids can also reduce the overexpression of TXNIP and activation of NLRP3 inflammasome (<xref ref-type="bibr" rid="B247">
<bold>Zhang M. et al., 2021</bold>
</xref>
<bold>).</bold> Notably, regarding the structure-activity relationships of flavonoids, isomers of flavonoids also play an influential role in the treatment of AD and DM, such as isomeric C-glycosylated derivatives of luteolin and apigenin (<xref ref-type="bibr" rid="B51">Choi et al., 2014a</xref>; <xref ref-type="bibr" rid="B52">Choi et al., 2014b</xref>). This may indicate that future phytochemical investigations could focus on the structure-activity relationships to clarify the pharmacological effects.</p>
</sec>
<sec id="s4-6">
<title>4.6 Herbal plants and extracts</title>
<p>Many natural products have inhibitive effects on both AD and diabetes. Herbal medicine has been used for thousands of years since ancient times in many countries such as China, India, and some Africa countries. Modern pharmaceutical research has also provided evidence for the application of these botanicals in the treatment of diabetes and AD. Non-etheless, plenty of research indicated that the effects of herbal plants or their extracts on diabetes and AD were associated with the inhibition of enzymes instead of modulating pathological processes. For example, many plants and extracts showed a high capacity to inhibit acetylcholinesterases (AChE) and butyrylcholinesterase (BuChE), alpha-glucosidase, and alpha-amylase (<xref ref-type="bibr" rid="B4">Ali et al., 2015</xref>; <xref ref-type="bibr" rid="B244">Zengin et al., 2015</xref>; <xref ref-type="bibr" rid="B214">Trampetti et al., 2019</xref>; <xref ref-type="bibr" rid="B141">Mahomoodally et al., 2020</xref>; <xref ref-type="bibr" rid="B79">Floris et al., 2021</xref>). However, most herbal plants and their extracts may belong to the restorative category, so the treatment may not delay the progress of AD (<xref ref-type="bibr" rid="B28">Brimson et al., 2020</xref>). But several studies have revealed the therapeutic role of herbal plants in rodent models of diabetic cognitive decline or diabetes-related AD. On the one hand, herbal plants and exacts can improve cognitive impairment in diabetic rats. Piperine can improve the cognition of diabetes rats and reduce the expression of AD-associated genes (<xref ref-type="bibr" rid="B121">Kumar et al., 2021</xref>). Artemisinin reduced the formation of A&#x3b2; plaques in the hippocampus of rats with central and peripheral STZ injections (<xref ref-type="bibr" rid="B178">Poorgholam et al., 2021</xref>). Mangifera indica Linn extracts reduced central inflammation and atrophy in the hippocampus and cortex. The metabolic parameters (body weight, glucose, and insulin levels) were reduced after the treatment of Mangifera indica Linn extracts in the diabetes mice model (<xref ref-type="bibr" rid="B102">Infante-Garcia et al., 2017</xref>). Withania somnifera (L.) Dunal (Solanaceae) can enhance peripheral glucose metabolisms such as insulin sensitivity and glucose uptake. It can also have properties against A&#x3b2; induced toxicity and APP (<xref ref-type="bibr" rid="B170">Paul et al., 2021a</xref>). Rhinacanthus nasutus (L.) Kurz (Acanthaceae) or its compound could be beneficial for diabetes and neurodegenerative diseases like AD (<xref ref-type="bibr" rid="B28">Brimson et al., 2020</xref>). Propolis and its extracts can ameliorate diabetic symptoms and improve glucose metabolism in the animal model. Propolis also prevented neurons from oxidative stress (<xref ref-type="bibr" rid="B255">Zulhendri et al., 2021</xref>).</p>
<p>Recent studies have further identified the therapeutic effects of some herbal plants on AD through modulating central glucose metabolism. Lychee seed extract decreased the level of A&#x3b2; and tau formation, as well as insulin resistance and AGE in the hippocampus of diabetes rats (<xref ref-type="bibr" rid="B209">Tang et al., 2018</xref>). Yuzu (Citrus junos Tanaka) extract also had a neuroprotective role in the hippocampus of AD rats and also attenuated hippocampal insulin signaling (<xref ref-type="bibr" rid="B239">Yang et al., 2013</xref>). (<xref ref-type="table" rid="T2">Table 2</xref> and <xref ref-type="table" rid="T3">Table 3</xref>).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Overview of animal studies of herbal medicines in treatment of AD.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Herbal medicine</th>
<th align="center">Object of study</th>
<th align="center">Cohort description</th>
<th align="center">Sample type</th>
<th align="center">Outcome characteristics</th>
<th align="center">References</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Curcumin</td>
<td align="center">APPswe/PS1dE9 double transgenic mice</td>
<td align="left">Administration of curcumin for 6&#xa0;months to the HDC, MDC and LDC with diferent dose-level as 400&#xa0;mg/kg/day, 200&#xa0;mg/kg/day, 100&#xa0;mg/kg/day</td>
<td align="center">Hippocampus tissues</td>
<td align="left">PI3K, p-PI3K, AKT, p-AKT&#x2191;; IR, IRS-1&#x2193;</td>
<td align="center">Feng et al.</td>
</tr>
<tr>
<td align="center">Curcumin</td>
<td align="center">APPswe/PS1dE9 double transgenic mice</td>
<td align="left">treated with different dose-level as 100&#xa0;mg/kg/day, 200&#xa0;mg/kg/day, 400&#xa0;mg/kg/day. In the positive control group, 10&#xa0;mg/kg/day RSG was used for treatment.</td>
<td align="center">Hippocampus tissues</td>
<td align="left">Cerebral glucose uptake, IGF-1R, IRS-2, PI3K, p-PI3K, Akt, p-Akt&#x2191;; IR, IRS-1&#x2193;</td>
<td align="center">Wang et al.</td>
</tr>
<tr>
<td align="center">Curcumin</td>
<td align="center">Male Wistar rats</td>
<td align="left">orally with curcumin, zinc sulfate, two doses of CurNP and ZnONP, as well as metformin, for 6&#xa0;weeks.</td>
<td align="center">Hippocampus tissues and blood sample</td>
<td align="left">A&#x3b2;, p-tau, redox, inflammation, MAPK/ERK pathway&#x2193;</td>
<td align="center">Abdulmalek et al.</td>
</tr>
<tr>
<td align="center">Quercetin</td>
<td align="center">The human intestinal epithelial cell line Caco-2</td>
<td align="left">Caco-2 cells were incubated in INDO for 20&#xa0;min</td>
<td align="center">Mitochondria</td>
<td align="left">Mitochondria dysfunction, oxidative stress&#x2193;</td>
<td align="center">Carrasco-Pozo et al.</td>
</tr>
<tr>
<td align="center">Resveratrol</td>
<td align="center">Male C57BL/6J mice</td>
<td align="left">HFD mice were treated with/without MET (250&#xa0;mg/kg/day), RESV (100&#xa0;mg/kg/day), or COMBO (MET: 250&#xa0;mg/kg/day, RESV: 100&#xa0;mg/kg/day) for 5&#xa0;weeks.</td>
<td align="center">The center and right prefrontal cortex and hippocampus samples</td>
<td align="left">Autophagy&#x2191;; BDNF, synaptophysin&#x2193;</td>
<td align="center">Yang et al.</td>
</tr>
<tr>
<td align="center">Resveratrol</td>
<td align="center">The Zucker diabetic fatty (ZDF) rat model</td>
<td align="left">ZDF rats and their LN were dosed with a SGP Mixture consisting of grape seed extract, concord grape juice and RES by oral gavage for 10&#xa0;days</td>
<td align="center">Plasma, urine and brain tissues</td>
<td align="left">The bioavailability of resveratrol, the level of resveratrol in the brain&#x2193;</td>
<td align="center">Chen et al.</td>
</tr>
<tr>
<td align="center">BBR</td>
<td align="center">Male wistar rats and N2a cells</td>
<td align="center">STZ-treated groups include DM, BBr, and Met were fed with high sugar and fat diet until the time for sacrifice.</td>
<td align="center">N2a cell samples and hippocampal tissue</td>
<td align="left">Glucose utilization, PI3k/PGC epsilon pathway&#x2191;; A&#x3b2;, AD-related neuronal damage&#x2193;</td>
<td align="center">Wu et al.</td>
</tr>
<tr>
<td align="center">BBR</td>
<td align="center">Chinese hamster ovary (CHO) cells</td>
<td align="left">CHO-APP695 cells were treated with BBR, PIO or a combination of BBR &#x2b; PIO. Microglial cells were pre-treated with different concentrations of BBR, ranging from 0.3 to 10&#xa0;&#x3bc;M and incubated for 2&#xa0;h at 37&#xb0;C.</td>
<td align="center">Cell samples</td>
<td align="left">basal respiration, pro-inflammatory cytokines in activated microglial cells&#x2193;</td>
<td align="center">Wong et al.</td>
</tr>
<tr>
<td align="center">BBR</td>
<td align="center">A STZ diabetes rat model feeding with a high-fat diet</td>
<td align="left">Metformin group with intragastrically administrated 0.18&#xa0;g/kg of metformin hydrochloride and berberine group with intragastrically administrated 150&#xa0;mg/kg of berberine once a day for 4&#xa0;weeks.</td>
<td align="center">Serum samples and hippocampus tissues</td>
<td align="left">Cognitive function&#x2191;; IR, tau, neuronal apoptosis&#x2193;</td>
<td align="center">Zhang et al.</td>
</tr>
<tr>
<td align="center">BBR</td>
<td align="center">Male Wistar rats</td>
<td align="center">187.75&#xa0;mg/kg/d of BBR for BBR group and 184&#xa0;mg/kg/d of metformin for Met group</td>
<td align="center">Brain tissues</td>
<td align="left">IR, PI3K/Akt/mTOR, MAPK signaling pathways&#x2193;</td>
<td align="center">Chen et al.</td>
</tr>
<tr>
<td align="center">BBR</td>
<td align="center">Male Sprague&#x2013;Dawley rats</td>
<td align="left">Alzheimer diabetic rats treated with BBR in a dose of 150&#xa0;mg/kg and with metformin in dose of 540&#xa0;mg/kg</td>
<td align="center">Hippocampus tissues and blood samples</td>
<td align="left">Endoplasmic reticulum (ER) stress, memory deficits&#x2193;</td>
<td align="center">Xuan et al.</td>
</tr>
<tr>
<td align="center">Extracts of P. harmala</td>
<td align="center">Adult male Wistar rats</td>
<td align="left">Normal rats in group III received daily i.p saline for 2&#xa0;weeks followed by daily doses of P. harmala <italic>per se</italic> (187.5&#xa0;mg/kg; p.o) for 4&#xa0;weeks, lCl<sub>3</sub>-exposed rats in group IV were treated with the oral doses of P. harmala 30&#xa0;min after each neurotoxin injection for a period of 4&#xa0;weeks, starting from the 15th day of AlCl<sub>3</sub> injection</td>
<td align="center">Brain tissues</td>
<td align="left">A&#x3b2;, p-tau, GSK3&#x3b2;&#x2193;</td>
<td align="center">Saleh et al.</td>
</tr>
<tr>
<td align="center">Hup A</td>
<td align="center">HFD obese male C57 BL/6 mice and genetic ob/ob mice</td>
<td align="left">Intragastrically administered 0.1&#xa0;mg or 0.3&#xa0;mg Hup A per kilogram of body weight per day or vehicle for three mouths.</td>
<td align="center">Brain tissues</td>
<td align="left">insulin, p-Akt&#x2191;in high fat-induced mice, but not seen in ob/ob mice</td>
<td align="center">Wang et al.</td>
</tr>
<tr>
<td align="center">Geniposide</td>
<td align="center">Adult male C57BL/6J mice</td>
<td align="left">Treatment groups with low (20&#xa0;mg/kg, 4&#xa0;mg/mL in saline) and high (100&#xa0;mg/kg, 25&#xa0;mg/mL in saline) by oral administration at the beginning of corticosterone treatment. CREB inhibitor 666&#x2013;15 (20&#xa0;mg/kg, 4&#xa0;mg/mL in saline) was treated to 100&#xa0;mg/kg geniposide treatment group together by I.P. injection.</td>
<td align="center">Blood samples and hippocampus tissues</td>
<td align="center">CREB&#x2191;; cognitive dysfunctions&#x2193;</td>
<td align="center">Sun et al.</td>
</tr>
<tr>
<td rowspan="2" align="center">Geniposide</td>
<td rowspan="2" align="center">APPswe/PS1dE9 double transgenic AD mice (C57BL/6 background) and primary cortical neurons</td>
<td align="left">Mice: Treated with geniposide (intragastric administration, i.g.) for consecutive 4&#xa0;weeks at the dose of 5, 10, and 20&#xa0;mg/kg, respectively. Liraglutide (100lg/kg, i.p.) was used as a positive control.</td>
<td rowspan="2" align="center">Blood samples, brain samples, and cell samples</td>
<td rowspan="2" align="left">p-Akt&#x2191;; P-tau, the phosphorylation of GSK-3&#x3b2;&#x2193;</td>
<td rowspan="2" align="center">Zhang et al.</td>
</tr>
<tr>
<td align="center">Cultured cells were incubated with 10&#xa0;lM geniposide in the presence or absence of insulin (10&#xa0;lM) for indicated times.</td>
</tr>
<tr>
<td rowspan="2" align="center">Geniposide</td>
<td rowspan="2" align="center">APPswe/PS1dE9 double transgenic AD mice (C57BL/6 background) and Primary cortical neurons</td>
<td align="left">Mice: Treated with geniposide (intragastric administration, i.g.) for consecutive 4&#xa0;weeks at the dose of 5, 10, and 20&#xa0;mg/kg, respectively. Liraglutide (100lg/kg, i.p.) was used as a positive control.</td>
<td rowspan="2" align="center">Brain samples and cell samples</td>
<td rowspan="2" align="left">BACE1, IDE&#x2191;</td>
<td rowspan="2" align="center">Zhang et al.</td>
</tr>
<tr>
<td align="center">Cultured cells were incubated with 10&#xa0;lM geniposide in the presence or absence of insulin (10&#xa0;lM) for indicated times.</td>
</tr>
<tr>
<td align="center">Sarsasapogenin</td>
<td align="center">Male Sprague Dawley rats and SH-SY5Y cells</td>
<td align="left">Rats: Treated with the low and high doses of Sar (20 and 60&#xa0;mg/kg), and positive control insulin (5&#xa0;U/kg). SH-SY5Y cells: low, middle, and high concentrations of Sar group (HG &#x2b; Sar, 70&#xa0;mmol/L glucose &#x2b;0.1, 1, 10&#xa0;&#x3bc;mol/L Sar, respectively), and positive control insulin group (HG &#x2b; In sulin, 70&#xa0;mmol/L glucose &#x2b;50&#xa0;mU/l insulin).</td>
<td align="center">Brain and cell samples</td>
<td align="left">BACE1, Akt/GSK-3&#x3b2; cascade&#x2191;; A&#x3b2;, p-tau&#x2193;</td>
<td align="center">Zhang et al.</td>
</tr>
<tr>
<td align="center">Asiaticoside</td>
<td align="center">Adult male Sprague-Dawley rats and SH-SY5Y cells</td>
<td align="left">Administered orally with asiaticoside (20 or 40&#xa0;mg/kg), rosiglitazone (4&#xa0;mg/kg), or vehicle (10&#xa0;mL/kg distilled water instead) once daily (9:00 a.m.) for the consecutive 30&#xa0;days. Pretreatment cells with asiaticoside (0.1, 1&#xa0;&#x3bc;mol/L) and rosiglitazone (10&#xa0;&#x3bc;mol/L) for 48&#xa0;h</td>
<td align="center">Blood samples, brain tissues, and cell samples</td>
<td align="left">Synaptic function&#x2191;; cognitive deficits, oxidative stress, PI3K/Akt/NF-&#x3ba;B pathway&#x2193;</td>
<td align="center">Yin et al.</td>
</tr>
<tr>
<td align="center">Ginsenoside Rb1</td>
<td align="center">C57BL/6N male mice</td>
<td align="left">The ginsenoside Rb1 group (STZ&#x2b;30&#xa0;mg/kg ginsenoside Rb1).</td>
<td align="center">Blood samples and brain tissues</td>
<td align="left">Memory and cognitive ability, insulin sensitivity&#x2191;; Glucose intolerance&#x2193;</td>
<td align="center">Yang et al.</td>
</tr>
<tr>
<td align="center">Ginsenoside Rg2</td>
<td align="center">5XFAD mice and HeLa cell lines</td>
<td align="left">Treated with i.p. Injection of 20&#xa0;mg/kg Rg2 (or DMSO vehicle) once/day, 5&#xa0;days/week, for 16&#xa0;weeks. Age-matched wild-type (WT) male mice were used as a negative control. HeLa cells were treated with using 100&#xa0;ng/mL tetracycline, or 0.1&#xa0;mM Rg2 with control or ATG7 siRNA for 48&#xa0;h.</td>
<td align="center">Blood samples, brain tissues, and cell samples</td>
<td align="left">Cognitive behaviors, autophagy&#x2191;</td>
<td align="center">Fan et al.</td>
</tr>
<tr>
<td align="center">Quercetin</td>
<td align="center">The db/db mice and age-matched wild-type C57BL/6J-db/m mice</td>
<td align="left">db/db &#x2b; low dosage of quercetin (QL, 35&#xa0;mg/kg/d, n &#x3d; 8) and db/db &#x2b; high dosage of quercetin (QH, 70&#xa0;mg/kg/d, n &#x3d; 8).</td>
<td align="center">Brain tissues</td>
<td align="left">Cognition, brain-derived BDNF, Sirtuin type 1&#x2191;;insulin, fasting blood glucose&#x2193;</td>
<td align="center">Hu et al.</td>
</tr>
<tr>
<td align="center">Luteolin</td>
<td align="center">Male C57BL/6J mice</td>
<td align="left">The mice were randomized into four groups: Control diet (CD); control diet &#x2b; luteolin (CDL, luteolin 10&#xa0;mg/kg); high-fat diet (HFD); high-fat diet &#x2b; luteolin (HFDL, luteolin 10&#xa0;mg/kg)</td>
<td align="center">Blood samples and brain tissues</td>
<td align="left">BDNF, synapsin I, postsynaptic density protein 95&#x2191;; cognitive impairment, neuroinflammation, oxidative stress, neuronal insulin resistance&#x2193;</td>
<td align="center">Liu et al.</td>
</tr>
<tr>
<td align="center">Piperine</td>
<td align="center">STZ induced rats</td>
<td align="left">control (Vehicle only), diabetic control (STZ only), piperine treated (20&#xa0;mg/kg day, i.p), and sitagliptin (Positive control) treated.</td>
<td align="center">serum samples, pancreatic and brain tissue samples</td>
<td align="left">Cognition&#x2191;; the expression of AD-associated genes&#x2193;</td>
<td align="center">Kumar et al.</td>
</tr>
<tr>
<td align="center">Artemisinin</td>
<td align="center">Wistar rats</td>
<td align="left">Intranasal administration of a single dose of TSP-1-hEDSCs and intraperitoneal administration of artemisinin for 4&#xa0;weeks.</td>
<td align="center">Blood samples and brain tissues</td>
<td align="left">A&#x3b2;, glucose, ROS, TNF-&#x3b1;&#x2193;</td>
<td align="center">Poorgholam et al.</td>
</tr>
<tr>
<td align="center">Mangifera indica Linn extract (MGF)</td>
<td align="center">The leptin receptor KO mouse db/db</td>
<td align="left">9&#x2013;12 mice per group (Control &#x3d; 12, Control-Mangifera indica Linn extract (MGF) &#x3d; 11, db/db &#x3d; 10 and db/db-MGF &#x3d; 9)</td>
<td align="center">Brain tissues and blood samples</td>
<td align="left">Central inflammation, atrophy, body weight, glucose, and insulin levels &#x2193;</td>
<td align="center">Infante-Garcia et al.</td>
</tr>
<tr>
<td align="center">Lychee seed extract (LSE)</td>
<td align="center">Male Sprague Dawley rats</td>
<td align="left">Treated with normal saline (NS) 1&#xa0;mL/kg (negative control), donepezil 0.42&#xa0;mg/kg (positive control), LSE 0.7, 1.4 and 2.8&#xa0;g/kg by intragastric (IG) administration once a day (daily) at 8 a.m. for 28 consecutive days.</td>
<td align="center">Blood samples and hippocampus tissues</td>
<td align="left">Cognitive functions&#x2191;; neuronal injury, glucose, insulin, A&#x3b2;, AGEs, tau&#x2193;</td>
<td align="center">Tang et al.</td>
</tr>
<tr>
<td align="center">Yuzu extract</td>
<td align="center">Male Sprague-Dawley rats</td>
<td align="left">AD control, AD yuzu, and control (d 7).</td>
<td align="center">Brain tissues and blood samples</td>
<td align="center">Hippocampal insulin signaling&#x2193;</td>
<td align="center">Yang et al.</td>
</tr>
<tr>
<td rowspan="2" align="center">Luteolin, orientin, and isoorientin</td>
<td rowspan="2" align="center">RAW 264.7 cells</td>
<td rowspan="2" align="left">Treated with 5, 15, and 30&#xa0;&#x3bc;M of luteolin, orientin, and isoorientin.</td>
<td rowspan="2" align="center">Cell samples</td>
<td align="left">Isoorientin: DPPH, NO, and ONOO &#x2193;</td>
<td rowspan="2" align="center">Choi et al.</td>
</tr>
<tr>
<td align="left">Luteolin: ROS, AChE, BChE, BACE1, PTP1B&#x2193;</td>
</tr>
<tr>
<td rowspan="3" align="center">Vitexin, isovitexin, and apigenin</td>
<td rowspan="3" align="center">RAW 264.7 cells</td>
<td rowspan="3" align="left">Treated with various concentrations of vitexin, isovitexin, and apigenin (final concentration; 5, 15, and 30&#xa0;lM).</td>
<td rowspan="3" align="center">Cell samples</td>
<td align="left">Isovitexin: RLAR, HRAR, AGE, AChE, and BChE&#x2193;</td>
<td rowspan="3" align="center">Choi et al.</td>
</tr>
<tr>
<td align="left">Vitexin: PTP1B&#x2193;</td>
</tr>
<tr>
<td align="left">Apigenin: NO production, iNOS and COX-2&#x2193;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Symbol explanation: &#x201c;&#x2191;&#x201d; means upregulating, increasing, improving and so on. &#x201c;&#x2193;&#x201d; means downregulating, decreasing, impairing and so on.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Overview of clinical trials of diabetic drugs and herbal medicines in treatment of AD.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Objective of study</th>
<th align="left">Types of antidiabetic drugs</th>
<th align="center">Types of clinical trials</th>
<th align="center">Outcome characteristics</th>
<th align="center">References</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">T2DM, dementia</td>
<td align="center">Metformin</td>
<td align="center">A population-based investigation</td>
<td align="center">Metformin improved cognitive performance and decreased the risk of dementia</td>
<td align="center">Cheng et al.</td>
</tr>
<tr>
<td align="center">MCI due to AD</td>
<td align="center">Metformin</td>
<td align="center">A paired study</td>
<td align="center">Patients with metformin had higher levels of A&#x3b2; and lower levels of tau and p-Tau in CSF. Metformin might reduce hippocampus and cortical atrophy to cognitive improvement.</td>
<td align="center">Pomilio et al.</td>
</tr>
<tr>
<td align="center">Abnormal glucose metabolism and NDVCI</td>
<td align="center">Metformin</td>
<td align="center">A randomized controlled trial</td>
<td align="center">The performance function was increased. The levels of fasting insulin and IR index is significantly decreased in the metformin-donepezil group than that in the acarbose-donepezil group.</td>
<td align="center">Lin et al.</td>
</tr>
<tr>
<td align="center">AD, T2DM</td>
<td align="center">Metformin</td>
<td align="center">A population-based nested case-control study</td>
<td align="center">Metformin was significantly associated with an increased risk of AD.</td>
<td align="center">Ha et al.</td>
</tr>
<tr>
<td align="center">AD, MCI, and DM</td>
<td align="center">Metformin</td>
<td align="center">A prospective research</td>
<td align="center">Worse cognitive performance was associated with metformin use.</td>
<td align="center">Moore et al.</td>
</tr>
<tr>
<td align="center">AD</td>
<td align="center">Exenatide</td>
<td align="center">A double-blind randomized placebo-controlled Phase II clinical trial</td>
<td align="center">Exenatide treatment produced no differences or trends compared to placebo for clinical and cognitive measures, MRI cortical thickness and volume, or biomarkers in CSF, plasma, and plasma neuronal EV except for a reduction of A&#x3b2;42 in EVs.</td>
<td align="center">Mullins et al.</td>
</tr>
<tr>
<td align="center">AD</td>
<td align="center">Liraglutide</td>
<td align="center">A randomized study</td>
<td align="center">Liraglutide highly significantly raised the blood-brain glucose transfer capacity (T (max)) estimates of cerebral cortex compared to placebo.</td>
<td align="center">Gejl et al.</td>
</tr>
<tr>
<td align="center">AD</td>
<td align="center">Liraglutide</td>
<td align="center">A randomized, placebo-controlled double-blinded clinical trial</td>
<td align="center">Liraglutide prevented the decline of glucose metabolism. There was no firm conclusions from the A&#x3b2; load or cognition measures.</td>
<td align="center">Gejl et al.</td>
</tr>
<tr>
<td align="center">Subjective cognitive complaints</td>
<td align="center">Liraglutide</td>
<td align="center">A placebo-controlled study</td>
<td align="center">Significant improvement in intrinsic connectivity within the DMN was observed in liraglutide group relative to placebo by fMRI.</td>
<td align="center">Watson et al.</td>
</tr>
<tr>
<td align="center">Cognitive impairment in T2DM</td>
<td align="center">Dulaglutide</td>
<td align="center">A randomized, double-blind placebo-controlled trial</td>
<td align="center">The hazard of substantive cognitive impairment was reduced by 14% in those assigned dulaglutide.</td>
<td align="center">Cukierman-Yaffe et al.</td>
</tr>
<tr>
<td align="center">MCI, T2DM</td>
<td align="center">DPP4is</td>
<td align="center">A population-based cohort study</td>
<td align="center">DPP4 activity was negatively associated with BDNF. The risk for MCI increased with higher levels of DPP4 activity.</td>
<td align="center">Zheng et al.</td>
</tr>
<tr>
<td align="center">DM and AD-related cognitive impairment</td>
<td align="center">DPP4is</td>
<td align="center">A retrospective investigation</td>
<td align="center">The DPP4is group had lower global amyloid burden, lower regional amyloid burden in temporo-parietal areas, and a slower longitudinal decrease in MMSE score and memory recall subscore.</td>
<td align="center">Jeong et al.</td>
</tr>
<tr>
<td align="center">Memory-impaired adults with AD or amnestic MCI</td>
<td align="center">Insulin Therapy</td>
<td align="center">A randomized controlled trial</td>
<td align="center">Intranasal insulin improved verbal memory and acutely increased plasma A&#x3b2;42 levels.</td>
<td align="center">Reger et al.</td>
</tr>
<tr>
<td align="center">T2DM, AD</td>
<td align="center">Curcumin</td>
<td align="center">A 12-week randomized controlled trial</td>
<td align="center">Participants with prediabetes who consumed 180&#xa0;mg of curcumin daily had significantly reduced GSK3&#x3b2; and IAPP in serum samples after 12&#xa0;weeks compared with placebo groups, reducing insulin resistance and the risk of developing AD and DM.</td>
<td align="center">Thota et al.</td>
</tr>
<tr>
<td align="center">/</td>
<td align="center">Curcumin</td>
<td align="center">A randomized, double-blind, placebo-controlled trial</td>
<td align="center">Healthy older people with solid lipid curcumin have significantly better memory performance and mood.</td>
<td align="center">Cox et al.</td>
</tr>
<tr>
<td align="center">AD</td>
<td align="center">Curcumin</td>
<td align="center">A randomized, placebo-controlled, double-blind, pilot clinical trial</td>
<td align="center">Curcumin can help patients with AD decrease the accumulation of A&#x3b2; in the brain, although A&#x3b2; levels in serum were no significant difference.</td>
<td align="center">Baum et al.</td>
</tr>
<tr>
<td align="center">/</td>
<td align="center">Resveratrol</td>
<td align="center">An interventional study</td>
<td align="center">Supplementary resveratrol could improve memory function, accompanied by increased hippocampal functional connectivity and glucose metabolism.</td>
<td align="center">Witte et al.</td>
</tr>
<tr>
<td align="center">AD</td>
<td align="center">Resveratrol</td>
<td align="center">A randomized, double-blind, placebo-controlled trial</td>
<td align="center">The treatment of resveratrol had no benefits in biomarkers of AD and glucose metabolism. And brain volume loss was increased in the resveratrol group.</td>
<td align="center">Turner et al.</td>
</tr>
<tr>
<td align="center">T2DM with normal cognition or AD</td>
<td align="center">Metformin, DPP4is</td>
<td align="center">A retrospective investigation</td>
<td align="center">In normal cognition (NC) (n &#x3d; 1192), metformin use was associated with better memory performance over time, whereas in AD (n &#x3d; 807), DPP4is use was associated with a slower rate of memory decline. Interaction effects suggested greater benefit associated with DPP4is use among APOE epsilon4 carriers.</td>
<td align="center">Wu et al.</td>
</tr>
<tr>
<td align="center">T2DM and AD or mixed-pathology dementia</td>
<td align="center">Metformin, insulin, sulfonylurea, thiazolidinediones (TZD), and DPP4is</td>
<td align="center">A prospective open-cohort study</td>
<td align="center">Compared to non-users, prevalent users of metformin and DPP4is experienced a slower cognitive decline with time. Secondly, compared to DPP4is, the use of insulin and sulfonylureas was associated with larger point-wise decrements in MMSE with annual intervals.</td>
<td align="center">Secnik et al.</td>
</tr>
<tr>
<td align="center">DM with or without AD</td>
<td align="center">Sitagliptin, metformin, and insulin</td>
<td align="center">A prospective and observational study</td>
<td align="center">Besides its effects similar to those of insulin and metformin in glycemic control and in reducing need for insulin, 6-month sitagliptin therapy may also associated with improvement of cognitive function in elderly DM patients with and without AD.</td>
<td align="center">Isik et al.</td>
</tr>
<tr>
<td align="center">Dementia, T2DM</td>
<td align="center">DPP4is, metformin, TZD, sulfonylurea, and insulin</td>
<td align="center">A meta-analysis</td>
<td align="center">Patients with T2DM under treatment with DPP4is presented with the lowest risk of dementia, followed by those treated with metformin and TZD, while treatment with insulin was associated with the highest risk.</td>
<td align="center">Zhou et al.</td>
</tr>
<tr>
<td align="center">Dementia</td>
<td align="center">SGLT2is, DPP4is</td>
<td align="center">A retrospective study</td>
<td align="center">The use of SGLT2 is associated with lower risks of dementia compared with DPP4is use.</td>
<td align="center">Mui et al.</td>
</tr>
<tr>
<td align="center">Dementia</td>
<td align="center">SGLT2is, DPP4is</td>
<td align="center">A retrospective study</td>
<td align="center">SGLT2is showed an association with lower dementia risk compared with DPP4is. Dapagliflozin exhibited the lowest risk, followed by empagliflozin, whereas canagliflozin showed no association.</td>
<td align="center">Wu et al.</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="s5">
<title>5 Discussion</title>
<p>The incidence and prevalence of Alzheimer&#x2019;s disease, the most common form of dementia, have been rising rapidly over the past few decades. Although the pathology of AD is not fully understood, some studies focused on central metabolism including insulin signaling and mitochondria dysfunction have demonstrated the relationship between aberrant glucose metabolism and AD. Hyperglycemia is a major risk factor in the development of AD, and the central nervous system can also respond to glucose metabolism except for peripheral systems. Insulin can bind to insulin substrate through the BBB, thus mediating insulin signaling pathways to regulate energy metabolism and protect neurons. Impaired insulin signaling pathways, including PI3K/Akt/GSK3&#x3b2; and MAPK pathways, could cause damage to the brain in the pathogenesis of AD. Mitochondrial dysfunction and overexpression of TXNIP could also be causative links between AD and DM. These pathological processes do not exist independently, along with A&#x3b2; and phosphorylated tau. They can influence and interfere with each other to form a vicious circle.</p>
<p>Anti-diabetic medicines can also affect protein aggregation metabolism and neuroinflammation in the brain, which can dramatically enhance memory and cognition. Metformin has been shown to ameliorate AD, but results from multiple studies were inconsistent in rodent models. Some indicated that metformin is beneficial for cognitive decline and pathology of AD, but others argued that metformin might contribute to them because of vitamin B12 deficiency. The effect of Exendin-4 on AD is prominent in animal experiments, but more clinical trials are still lacking. Liraglutide as a promising drug for current treatment has confirmed its effect on AD in animal models and restored the decline of glucose metabolism in the brain in clinical trials. Semaglutide was proven to be effective in AD treatment with animal models and yet there is a lack of clinical trials. DPP4is such as saxagliptin, vildagliptin, linagliptin, and sitagliptin were effective in animal models. And only sitagliptin can enhance cognitive performance in current clinical trials. Compared to DPP4is, SGLT2is were considerably more protective in T2DM patients against new-onset dementia according to a retrospective study. In the existing studies of SGLT2is, empagliflozin, and dapagliflozin have neuroprotective effects on AD in animal models, and animals with dapagliflozin had the lowest chance of developing dementia in a retrospective study. The effects of DPP4is and SGLT2is still need more clinical trials to clarify. Insulin therapy is a promising therapy but some studies indicated that it may increase the risk of AD. To fully explore their potentials for treating AD, more research on the impact of antidiabetics on dementia risk is required, particularly in the clinical environment.</p>
<p>Moreover, the evidence in the text showed that herbal medicine also has effects on AD and diabetes. Plants and their extracts can improve cognition, and ameliorate the pathological changes associated with AD. Polyphenols like curcumin and resveratrol, BBR, glycosides such as geniposide and sarsasapogenin, and quercetin can correct metabolic abnormalities through PI3K/Akt/GSK3&#x3b2; and MAPK signaling pathways in AD models. Active metabolites of plants are the most promising component to apply for medicine formation, but their low bioavailability remains to be solved. Nanotechnology may offer broader prospects for the adoption of bioactive ingredients. More clinical trials are needed to verify the effectiveness of herbal medicines for AD based on animal studies.</p>
</sec>
</body>
<back>
<sec id="s6">
<title>Author contributions</title>
<p>Preparing the original manuscripts, YW, HH, and XL; writing and revising manuscripts, YW, HH, XL, and XG. All authors have read and agreed to the published version of the manuscript.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This study was supported by grants from the National Natural Science Foundation of China (Grant No. 82174351 and 81303130).</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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<person-group person-group-type="author">
<name>
<surname>Zu</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Sun</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Zu</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Han</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Mechanism of quercetin therapeutic targets for Alzheimer disease and type 2 diabetes mellitus</article-title>. <source>Sci. Rep.</source> <volume>11</volume> (<issue>1</issue>), <fpage>22959</fpage>. <pub-id pub-id-type="doi">10.1038/s41598-021-02248-5</pub-id>
</citation>
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<citation citation-type="journal">
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<name>
<surname>Zulhendri</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Ravalia</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Kripal</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Chandrasekaran</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Fearnley</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Perera</surname>
<given-names>C. O.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Propolis in metabolic syndrome and its associated chronic diseases: A narrative review</article-title>. <source>Antioxidants</source> <volume>10</volume> (<issue>3</issue>), <fpage>348</fpage>. <pub-id pub-id-type="doi">10.3390/antiox10030348</pub-id>
</citation>
</ref>
</ref-list>
<sec id="s10">
<title>Glossary</title>
<def-list>
<def-item>
<term id="G1-fphar.2023.1138499">
<bold>3xTg-AD:</bold>
</term>
<def>
<p>triple transgenic mice model of AD</p>
</def>
</def-item>
<def-item>
<term id="G2-fphar.2023.1138499">
<bold>ACEI:</bold>
</term>
<def>
<p>angiotensin-converting enzyme inhibitors</p>
</def>
</def-item>
<def-item>
<term id="G3-fphar.2023.1138499">
<bold>AChE:</bold>
</term>
<def>
<p>acetylcholinesterases</p>
</def>
</def-item>
<def-item>
<term id="G4-fphar.2023.1138499">
<bold>AD:</bold>
</term>
<def>
<p>Alzheimer&#x2019;s Disease</p>
</def>
</def-item>
<def-item>
<term id="G5-fphar.2023.1138499">
<bold>AGEs</bold>:</term>
<def>
<p>advanced glycation end products</p>
</def>
</def-item>
<def-item>
<term id="G6-fphar.2023.1138499">
<bold>AMPK:</bold>
</term>
<def>
<p>AMP-activated protein kinase</p>
</def>
</def-item>
<def-item>
<term id="G7-fphar.2023.1138499">
<bold>APP:</bold>
</term>
<def>
<p>amyloid precursor protein</p>
</def>
</def-item>
<def-item>
<term id="G8-fphar.2023.1138499">
<bold>A&#x3b2;:</bold>
</term>
<def>
<p>&#x3b2;-amyloid</p>
</def>
</def-item>
<def-item>
<term id="G9-fphar.2023.1138499">
<bold>A&#x3b2;O:</bold>
</term>
<def>
<p>Amyloid beta oligomers</p>
</def>
</def-item>
<def-item>
<term id="G10-fphar.2023.1138499">
<bold>BACE1:</bold>
</term>
<def>
<p>beta-site APP cleaving enzyme</p>
</def>
</def-item>
<def-item>
<term id="G11-fphar.2023.1138499">
<bold>BBB:</bold>
</term>
<def>
<p>Blood-Brain Barrier</p>
</def>
</def-item>
<def-item>
<term id="G12-fphar.2023.1138499">
<bold>BBR:</bold>
</term>
<def>
<p>Berberine</p>
</def>
</def-item>
<def-item>
<term id="G13-fphar.2023.1138499">
<bold>BDNF:</bold>
</term>
<def>
<p>Brain-Derived Neurotrophic Factor</p>
</def>
</def-item>
<def-item>
<term id="G14-fphar.2023.1138499">
<bold>BuChE:</bold>
</term>
<def>
<p>butyrylcholinesterase</p>
</def>
</def-item>
<def-item>
<term id="G15-fphar.2023.1138499">
<bold>cGMP:</bold>
</term>
<def>
<p>cyclic guanosine monophosphate</p>
</def>
</def-item>
<def-item>
<term id="G16-fphar.2023.1138499">
<bold>CMA:</bold>
</term>
<def>
<p>Chaperone-mediated autophagy</p>
</def>
</def-item>
<def-item>
<term id="G17-fphar.2023.1138499">
<bold>CNS:</bold>
</term>
<def>
<p>central nervous system</p>
</def>
</def-item>
<def-item>
<term id="G18-fphar.2023.1138499">
<bold>CSF:</bold>
</term>
<def>
<p>cerebrospinal fluid</p>
</def>
</def-item>
<def-item>
<term id="G19-fphar.2023.1138499">
<bold>CurNP:</bold>
</term>
<def>
<p>curcumin nanoparticle</p>
</def>
</def-item>
<def-item>
<term id="G20-fphar.2023.1138499">
<bold>DA5-CH:</bold>
</term>
<def>
<p>GLP-1/GIP Dual-Agonist-5</p>
</def>
</def-item>
<def-item>
<term id="G21-fphar.2023.1138499">
<bold>DBR:</bold>
</term>
<def>
<p>BDNF ratio</p>
</def>
</def-item>
<def-item>
<term id="G22-fphar.2023.1138499">
<bold>DM:</bold>
</term>
<def>
<p>Diabetes Mellitus</p>
</def>
</def-item>
<def-item>
<term id="G23-fphar.2023.1138499">
<bold>DMN</bold>:</term>
<def>
<p>default mode network</p>
</def>
</def-item>
<def-item>
<term id="G24-fphar.2023.1138499">
<bold>DPP4:</bold>
</term>
<def>
<p>dipeptidyl peptidase IV</p>
</def>
</def-item>
<def-item>
<term id="G25-fphar.2023.1138499">
<bold>DPP4is:</bold>
</term>
<def>
<p>dipeptidyl peptidase IV inhibitors</p>
</def>
</def-item>
<def-item>
<term id="G26-fphar.2023.1138499">
<bold>ER:</bold>
</term>
<def>
<p>endoplasmic reticulum</p>
</def>
</def-item>
<def-item>
<term id="G27-fphar.2023.1138499">
<bold>ERK:</bold>
</term>
<def>
<p>extracellular signal-regulated kinase</p>
</def>
</def-item>
<def-item>
<term id="G28-fphar.2023.1138499">
<bold>EV:</bold>
</term>
<def>
<p>extracellular vesicles</p>
</def>
</def-item>
<def-item>
<term id="G29-fphar.2023.1138499">
<bold>fMRI:</bold>
</term>
<def>
<p>functional magnetic resonance imaging</p>
</def>
</def-item>
<def-item>
<term id="G30-fphar.2023.1138499">
<bold>GFAP:</bold>
</term>
<def>
<p>glial fibrillary acidic protein</p>
</def>
</def-item>
<def-item>
<term id="G31-fphar.2023.1138499">
<bold>GLP-1:</bold>
</term>
<def>
<p>Glucagon-like peptide-1</p>
</def>
</def-item>
<def-item>
<term id="G32-fphar.2023.1138499">
<bold>GLUT-1</bold>:</term>
<def>
<p>glucose transporter-1</p>
</def>
</def-item>
<def-item>
<term id="G33-fphar.2023.1138499">
<bold>GIP:</bold>
</term>
<def>
<p>Glucose-dependent insulinotropic polypeptide</p>
</def>
</def-item>
<def-item>
<term id="G34-fphar.2023.1138499">
<bold>GRU102:</bold>
</term>
<def>
<p>transgenic <italic>Caenorhabditis elegans</italic> with low levels of constitutive pan-neuronal expression of human A&#x3b2;1-42</p>
</def>
</def-item>
<def-item>
<term id="G35-fphar.2023.1138499">
<bold>GSK3&#x3b2;:</bold>
</term>
<def>
<p>glycogen synthase kinase 3&#x3b2;</p>
</def>
</def-item>
<def-item>
<term id="G36-fphar.2023.1138499">
<bold>Hup A:</bold>
</term>
<def>
<p>Huperzine A</p>
</def>
</def-item>
<def-item>
<term id="G37-fphar.2023.1138499">
<bold>IAPP:</bold>
</term>
<def>
<p>islet amyloid polypeptide</p>
</def>
</def-item>
<def-item>
<term id="G38-fphar.2023.1138499">
<bold>ICV-STZ:</bold>
</term>
<def>
<p>intracerebroventricular-streptozotocin</p>
</def>
</def-item>
<def-item>
<term id="G39-fphar.2023.1138499">
<bold>IDE:</bold>
</term>
<def>
<p>insulin-degrading enzyme</p>
</def>
</def-item>
<def-item>
<term id="G40-fphar.2023.1138499">
<bold>IMT:</bold>
</term>
<def>
<p>intima-media thickness</p>
</def>
</def-item>
<def-item>
<term id="G41-fphar.2023.1138499">
<bold>IRS-1:</bold>
</term>
<def>
<p>insulin receptors</p>
</def>
</def-item>
<def-item>
<term id="G42-fphar.2023.1138499">
<bold>IRS-1pSer:</bold>
</term>
<def>
<p>serine phosphorylation of IRS-1</p>
</def>
</def-item>
<def-item>
<term id="G43-fphar.2023.1138499">
<bold>JNK:</bold>
</term>
<def>
<p>c-Jun N-terminal kinase</p>
</def>
</def-item>
<def-item>
<term id="G44-fphar.2023.1138499">
<bold>L-LTP:</bold>
</term>
<def>
<p>late-phase long-term potentiation</p>
</def>
</def-item>
<def-item>
<term id="G45-fphar.2023.1138499">
<bold>LTP:</bold>
</term>
<def>
<p>long-term potentiation</p>
</def>
</def-item>
<def-item>
<term id="G46-fphar.2023.1138499">
<bold>MAPK:</bold>
</term>
<def>
<p>Mitogen-Activated Protein Kinase</p>
</def>
</def-item>
<def-item>
<term id="G47-fphar.2023.1138499">
<bold>MCI:</bold>
</term>
<def>
<p>moderate cognitive impairment</p>
</def>
</def-item>
<def-item>
<term id="G48-fphar.2023.1138499">
<bold>MMSE:</bold>
</term>
<def>
<p>Mini-Mental State Examination</p>
</def>
</def-item>
<def-item>
<term id="G49-fphar.2023.1138499">
<bold>mTOR:</bold>
</term>
<def>
<p>mammalian target of rapamycin</p>
</def>
</def-item>
<def-item>
<term id="G50-fphar.2023.1138499">
<bold>NDVCI:</bold>
</term>
<def>
<p>non-dementia vascular cognitive impairment</p>
</def>
</def-item>
<def-item>
<term id="G51-fphar.2023.1138499">
<bold>NFTs:</bold>
</term>
<def>
<p>intracellular neurofibrillary tangles</p>
</def>
</def-item>
<def-item>
<term id="G52-fphar.2023.1138499">
<bold>NF-&#x3ba;B:</bold>
</term>
<def>
<p>nuclear factor-kappa B</p>
</def>
</def-item>
<def-item>
<term id="G53-fphar.2023.1138499">
<bold>NLRP3</bold>:</term>
<def>
<p>Nod-like receptor protein 3</p>
</def>
</def-item>
<def-item>
<term id="G54-fphar.2023.1138499">
<bold>PET:</bold>
</term>
<def>
<p>micro-positron emission tomography</p>
</def>
</def-item>
<def-item>
<term id="G55-fphar.2023.1138499">
<bold>PI3K:</bold>
</term>
<def>
<p>Phosphatidylinositol 3-kinase</p>
</def>
</def-item>
<def-item>
<term id="G56-fphar.2023.1138499">
<bold>PKA:</bold>
</term>
<def>
<p>protein kinase A</p>
</def>
</def-item>
<def-item>
<term id="G57-fphar.2023.1138499">
<bold>PP</bold>:</term>
<def>
<p>antidiabetic polypill</p>
</def>
</def-item>
<def-item>
<term id="G58-fphar.2023.1138499">
<bold>PS1-KI:</bold>
</term>
<def>
<p>presenilin-1 knock-in</p>
</def>
</def-item>
<def-item>
<term id="G59-fphar.2023.1138499">
<bold>P-tau:</bold>
</term>
<def>
<p>phosphorylated tau</p>
</def>
</def-item>
<def-item>
<term id="G60-fphar.2023.1138499">
<bold>P. harmala:</bold>
</term>
<def>
<p>Peganum harmala</p>
</def>
</def-item>
<def-item>
<term id="G61-fphar.2023.1138499">
<bold>Ras:</bold>
</term>
<def>
<p>receptor agonists</p>
</def>
</def-item>
<def-item>
<term id="G62-fphar.2023.1138499">
<bold>RAGE:</bold>
</term>
<def>
<p>receptor for advanced glycation end products</p>
</def>
</def-item>
<def-item>
<term id="G63-fphar.2023.1138499">
<bold>ROS:</bold>
</term>
<def>
<p>reactive oxygen species</p>
</def>
</def-item>
<def-item>
<term id="G64-fphar.2023.1138499">
<bold>SGLT2is:</bold>
</term>
<def>
<p>sodium-glucose cotransporter 2 inhibitors</p>
</def>
</def-item>
<def-item>
<term id="G65-fphar.2023.1138499">
<bold>TA:</bold>
</term>
<def>
<p>triple GLP-1/GIP/glucagon receptor agonist</p>
</def>
</def-item>
<def-item>
<term id="G66-fphar.2023.1138499">
<bold>TCA:</bold>
</term>
<def>
<p>ricarboxylic acid cycle</p>
</def>
</def-item>
<def-item>
<term id="G67-fphar.2023.1138499">
<bold>Tg:</bold>
</term>
<def>
<p>transgenic</p>
</def>
</def-item>
<def-item>
<term id="G68-fphar.2023.1138499">
<bold>Tg6799:</bold>
</term>
<def>
<p>Transgenic mice</p>
</def>
</def-item>
<def-item>
<term id="G69-fphar.2023.1138499">
<bold>TR:</bold>
</term>
<def>
<p>target replacement</p>
</def>
</def-item>
<def-item>
<term id="G70-fphar.2023.1138499">
<bold>TrkB:</bold>
</term>
<def>
<p>tropomyosin-related kinase B receptor</p>
</def>
</def-item>
<def-item>
<term id="G71-fphar.2023.1138499">
<bold>TRX:</bold>
</term>
<def>
<p>thioredoxin</p>
</def>
</def-item>
<def-item>
<term id="G72-fphar.2023.1138499">
<bold>TXNIP:</bold>
</term>
<def>
<p>Thioredoxin-interacting protein</p>
</def>
</def-item>
</def-list>
</sec>
</back>
</article>