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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Aging Neurosci.</journal-id>
<journal-title>Frontiers in Aging Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Aging Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1663-4365</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnagi.2023.1122300</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Mini Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Clinical antidiabetic medication used in Alzheimer&#x2019;s disease: From basic discovery to therapeutics development</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Huang</surname> <given-names>Juan</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/749848/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Huang</surname> <given-names>Nanqu</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/836533/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Cui</surname> <given-names>Di</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Shi</surname> <given-names>Jingshan</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/755116/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Qiu</surname> <given-names>Yu</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Pharmacology and Chemical Biology, Shanghai Jiao Tong University School of Medicine</institution>, <addr-line>Shanghai</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Key Laboratory of Basic Pharmacology of Ministry of Education and Joint International Research Laboratory of Ethnomedicine of Ministry of Education, Zunyi Medical University</institution>, <addr-line>Zunyi, Guizhou</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>School of Public Health, Zunyi Medical University</institution>, <addr-line>Zunyi, Guizhou</addr-line>, <country>China</country></aff>
<aff id="aff4"><sup>4</sup><institution>The Third Affiliated Hospital of Zunyi Medical University (The First People&#x2019;s Hospital of Zunyi)</institution>, <addr-line>Zunyi, Guizhou</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Ju Gao, The University of Arizona, United States</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Hans-Ulrich Demuth, Fraunhofer Institute for Cell Therapy and Immunology (IZI), Germany</p></fn>
<corresp id="c001">&#x002A;Correspondence: Yu Qiu, <email>qiuy@shsmu.edu.cn</email></corresp>
<corresp id="c002">Jingshan Shi, <email>shijs@zmu.edu.cn</email></corresp>
<fn fn-type="equal" id="fn002"><p><sup>&#x2020;</sup>These authors have contributed equally to this work</p></fn>
<fn fn-type="other" id="fn004"><p>This article was submitted to Alzheimer&#x2019;s Disease and Related Dementias, a section of the journal Frontiers in Aging Neuroscience</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>10</day>
<month>02</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>15</volume>
<elocation-id>1122300</elocation-id>
<history>
<date date-type="received">
<day>12</day>
<month>12</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>30</day>
<month>01</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Huang, Huang, Cui, Shi and Qiu.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Huang, Huang, Cui, Shi and Qiu</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 common neurodegenerative disease. Type 2 diabetes mellitus (T2DM) appears to increase and contributing to the risk of AD. Therefore, there is increasing concern about clinical antidiabetic medication used in AD. Most of them show some potential in basic research, but not in clinical research. So we reviewed the opportunities and challenges faced by some antidiabetic medication used in AD from basic to clinical research. Based on existing research progress, this is still the hope of some patients with special types of AD caused by rising blood glucose or/and insulin resistance.</p>
</abstract>
<kwd-group>
<kwd>Alzheimer&#x2019;s disease</kwd>
<kwd>type 3 diabetes mellitus (T3DM)</kwd>
<kwd>antidiabetic medication</kwd>
<kwd>type 2 diabetes mellitus</kwd>
<kwd>clinical research</kwd>
</kwd-group>
<contract-num rid="cn001">82060728</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>
<counts>
<fig-count count="0"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="77"/>
<page-count count="7"/>
<word-count count="6860"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>At present, Alzheimer&#x2019;s disease (AD) lacks effective treatment methods and drugs. It is only delayed by some drugs that act on neurotransmitters (<xref ref-type="bibr" rid="B47">Marucci et al., 2021</xref>). In recent years, some progress has been made in anti-AD drugs, such as the Aducanumab approved by United States Federal Drug Administration (FDA), GV-971 approved by the National Medical Products Administration (NMPA), and Lecanemab, an initial decision on the drug&#x2019;s approval by the FDA is expected by 2023, but they are all controversial (<xref ref-type="bibr" rid="B32">Karlawish and Grill, 2021</xref>; <xref ref-type="bibr" rid="B69">Xiao et al., 2021</xref>; <xref ref-type="bibr" rid="B63">The Lancet, 2022</xref>). The failure of a large number of drug studies on AD is largely related to the unknown pathogenesis of AD. Therefore, similar to the research of anti-tumor drugs, it is very promising to conduct more accurate subtype classifications for AD patients, and then conduct treatment drug research.</p>
<p>Epidemiological investigations of Type 2 diabetes mellitus (T2DM) and AD indicated that T2DM appears to increase and contributing to the risk of AD. Learning cognitive dysfunction, neuronal loss, etc., appear in T2DM patients (<xref ref-type="bibr" rid="B50">Noreen et al., 2018</xref>; <xref ref-type="bibr" rid="B39">Li et al., 2021</xref>). Further studies show they share lots of common link, including similar pathological features, etiology, targets, and involving same signaling pathways (<xref ref-type="bibr" rid="B17">Doherty et al., 2013</xref>; <xref ref-type="bibr" rid="B13">Chung et al., 2018</xref>; <xref ref-type="bibr" rid="B74">Zhang et al., 2018</xref>; <xref ref-type="bibr" rid="B62">Takeuchi et al., 2019</xref>; <xref ref-type="bibr" rid="B23">Gharibyan et al., 2020</xref>; <xref ref-type="bibr" rid="B61">Sun et al., 2020</xref>; <xref ref-type="bibr" rid="B15">Dekeryte et al., 2021</xref>; <xref ref-type="bibr" rid="B41">Liu et al., 2021</xref>; <xref ref-type="bibr" rid="B72">Yen et al., 2021</xref>). Thus, some researchers propose a theory that AD is Type 3 diabetes mellitus (T3DM) (<xref ref-type="bibr" rid="B59">Steen et al., 2005</xref>). Then, a growing number of studies have been carried out and showed that drugs for the treatment of T2DM also have certain improvement effect on AD (<xref ref-type="bibr" rid="B1">Akimoto et al., 2020</xref>). Most of them show some potential in basic research, but not in clinical research (<xref ref-type="table" rid="T1">Table 1</xref>). So we reviewed the opportunities and challenges faced by some antidiabetic medication used in AD from basic to clinical research. Based on existing research progress, this is still the hope of some patients with special types of AD caused by rising blood glucose or/and insulin resistance.</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Clinical antidiabetic medication used in AD.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Medication</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Pre/clinical</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Main results</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">References</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">MET</td>
<td valign="top" align="left">Preclinical</td>
<td valign="top" align="left">Improves spatial memory in diabetic mice, promotes the phagocytosis of pathological A&#x03B2; and Tau proteins by enhancing microglial autophagy capability, impaired glucose metabolism and mitochondrial dysfunction</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B12">Chiang et al., 2016</xref>; <xref ref-type="bibr" rid="B11">Chen et al., 2021</xref>; <xref ref-type="bibr" rid="B52">Oliveira et al., 2021</xref></td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Clinical</td>
<td valign="top" align="left">Reduces AD risk in the general population, beneficial effects on cognitive performance, long-term and high-dose metformin use is associated with a lower risk of incident AD in older people with diabetes</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B58">Sluggett et al., 2020</xref>; <xref ref-type="bibr" rid="B53">Pomilio et al., 2022</xref>; <xref ref-type="bibr" rid="B76">Zheng et al., 2022</xref></td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Clinical</td>
<td valign="top" align="left">The available evidence does not support the idea that MET reduces risk of AD, and it may increase the risk in Asians</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B24">Ha et al., 2021</xref>; <xref ref-type="bibr" rid="B44">Luo et al., 2022</xref></td>
</tr>
<tr>
<td valign="top" align="left">GLP-1RA</td>
<td valign="top" align="left">Preclinical</td>
<td valign="top" align="left">Reduce the overproduction of A&#x03B2; and increase its removal, reduce hyperphosphorylation of Tau, neurofilaments, ameliorate mitochondrial dysfunction and prevents neuronal loss</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B54">Qi et al., 2016</xref>; <xref ref-type="bibr" rid="B9">Chen et al., 2017</xref>; <xref ref-type="bibr" rid="B7">Cai et al., 2018</xref>; <xref ref-type="bibr" rid="B2">An et al., 2019</xref>; <xref ref-type="bibr" rid="B66">Wici&#x0144;ski et al., 2019</xref>; <xref ref-type="bibr" rid="B75">Zhang et al., 2019</xref>; <xref ref-type="bibr" rid="B77">Zhou et al., 2019</xref>; <xref ref-type="bibr" rid="B18">Duarte et al., 2020</xref>; <xref ref-type="bibr" rid="B30">Jantrapirom et al., 2020</xref>; <xref ref-type="bibr" rid="B70">Xie et al., 2021</xref></td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Clinical</td>
<td valign="top" align="left">Administration of GLP-1 agonists may reduce the risk of AD in patients with T2DM</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B1">Akimoto et al., 2020</xref></td>
</tr>
<tr>
<td valign="top" align="left">PPAR-&#x03B3; agonists</td>
<td valign="top" align="left">Preclinical</td>
<td valign="top" align="left">Ameliorates A&#x03B2; deposition, controlling A&#x03B2;-induced dysfunctions of neuronal activity in the DG underlying memory loss in early AD</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B29">Jahrling et al., 2014</xref>; <xref ref-type="bibr" rid="B64">Toba et al., 2016</xref>; <xref ref-type="bibr" rid="B4">Badhwar et al., 2017</xref>; <xref ref-type="bibr" rid="B27">Hsu et al., 2017</xref>; <xref ref-type="bibr" rid="B71">Yang et al., 2017</xref></td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Clinical</td>
<td valign="top" align="left">PGZ (15&#x2013;30 mg) has been demonstrated the greatest efficacy compared to placebo, subjects receiving RSG exhibits better delayed recall</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B65">Watson et al., 2005</xref>; <xref ref-type="bibr" rid="B8">Cao et al., 2018</xref></td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Clinical</td>
<td valign="top" align="left">Daily 0.8 mg oral PGZ does not significantly delay the onset of mild cognitive impairment due to AD, no evidence of clinically significant efficacy in cognition was detected for 2 or 8 mg RSG extended-release as adjunctive therapy</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B25">Harrington et al., 2011</xref>; <xref ref-type="bibr" rid="B6">Burns et al., 2021</xref></td>
</tr>
<tr>
<td valign="top" align="left">DPP4i</td>
<td valign="top" align="left">Preclinical</td>
<td valign="top" align="left">DPP-4i drugs mainly improve inflammation and oxidative stress through the GLP-1/GLP-1R signaling pathway, affecting the production and clearance of toxic proteins</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B36">Kosaraju et al., 2013a</xref>,<xref ref-type="bibr" rid="B37">2017</xref>; <xref ref-type="bibr" rid="B10">Chen et al., 2019</xref>; <xref ref-type="bibr" rid="B57">Siddiqui et al., 2021</xref></td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Clinical</td>
<td valign="top" align="left">DPP-4i is associated with low amyloid burden and favorable long-term cognitive outcome in diabetic patients with ADCI, sitagliptin&#x2019;s improvement of AD patient MMSE scores, vildagliptin to treatment improves the cognitive function of the older patients with T2DM</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B28">Isik et al., 2017</xref>; <xref ref-type="bibr" rid="B3">Ates Bulut et al., 2020</xref>; <xref ref-type="bibr" rid="B31">Jeong et al., 2021</xref></td>
</tr>
<tr>
<td valign="top" align="left">SGLT2i</td>
<td valign="top" align="left">Preclinical</td>
<td valign="top" align="left">EMP ameliorate the cognitive deficits in APP/PS1xdb/db mice, GBC improves memory impairment with increasing insulin and reducing glucose and hippocampal inflammation in rats with T2DM</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B40">Lin et al., 2014</xref>; <xref ref-type="bibr" rid="B20">Esmaeili et al., 2020</xref>; <xref ref-type="bibr" rid="B26">Hierro-Bujalance et al., 2020</xref></td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Clinical</td>
<td valign="top" align="left">Long-term use of SGLT2i can improve cognitive function, especially for elderly diabetics</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B68">Wium-Andersen et al., 2019</xref>; <xref ref-type="bibr" rid="B49">Mui et al., 2021</xref>; <xref ref-type="bibr" rid="B42">Low et al., 2022</xref>; <xref ref-type="bibr" rid="B48">Mone et al., 2022</xref></td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="S2">
<title>Metformin</title>
<p>Metformin (MET) is a common oral anti-diabetic drug, which can lower blood glucose in many ways. Among these mechanisms regulated by MET to lower blood glucose, the regulatory mechanism centered on AMP-activated protein kinase (AMPK) plays an important role not only in diabetes mellitus (DM) but also in AD (<xref ref-type="bibr" rid="B46">Markowicz-Piasecka et al., 2017</xref>; <xref ref-type="bibr" rid="B45">Ma et al., 2022</xref>). In streptozotocin (STZ)-induced Swiss Webster mice, MET improves spatial memory in diabetic mice, which can be associated with reducing p-Tau and &#x03B2;-amyloid (A&#x03B2;) plaque load and inhibition of neuronal death (<xref ref-type="bibr" rid="B52">Oliveira et al., 2021</xref>). And in APP/PS1 mice, MET increases the level of p-AMPK and insulin degrading enzyme (IDE) protein in mice, and significantly reduces the A&#x03B2; level in the brain. Although it does not affect the enzyme activity of A&#x03B2;-related secretion enzymes (<xref ref-type="bibr" rid="B43">Lu et al., 2020</xref>). Additionally, in the APP/PS1 mouse injected Tau, MET can promote the phagocytosis of pathological A&#x03B2; and Tau proteins by enhancing microglial autophagy capability (<xref ref-type="bibr" rid="B11">Chen et al., 2021</xref>). But this performance shows a certain gender difference. In A&#x03B2;PP mice aged 12&#x2013;14 months, MET activates AMPK to show a protective effect in female mice, but it shows a damage effect in male mice (<xref ref-type="bibr" rid="B16">DiTacchio et al., 2015</xref>). The results of these pre-clinical studies show that MET has a certain potential treatment effect on AD.</p>
<p>Although in many preclinical studies, MET shows an exciting role, the results in clinical studies are indeed unsatisfactory. First of all, there are still certain controversy in whether MET reduces the risk of AD. Studies have shown that MET can be a reduced AD risk in the general population (<xref ref-type="bibr" rid="B76">Zheng et al., 2022</xref>). But analyzing among Asians, MET has the risk of increasing the prevalence of AD (<xref ref-type="bibr" rid="B24">Ha et al., 2021</xref>; <xref ref-type="bibr" rid="B44">Luo et al., 2022</xref>). We believe that this is not consistent with the selection and analysis goals of data. To a large extent, the risk of AD population based on DM-based diseases can be considered as useful. We speculate that this is related to some AD patients without blood glucose changes. The AMPK activator represented by MET may be defined as a significant role in AD patients with T3DM. And some clinical studies have also verified our speculation. The use of MET does not increase the risk of AD. And long-term and large doses of MET are related to the risk of lowering AD with elderly DM (<xref ref-type="bibr" rid="B58">Sluggett et al., 2020</xref>). Therefore, we believe that we should have targeted design clinical trials to screen patients with abnormal blood glucose or have DM themselves, or early intervention for patients with DM merged mild cognitive impairment. And when considering the selection of drugs, the stage, type, and gender of the disease itself should be comprehensively considered.</p>
</sec>
<sec id="S3">
<title>GLP-1 agonists</title>
<p>Glucagon-like peptide-1 (GLP-1) is one of the important targets for the treatment of diabetes. As an intestinal peptide, GLP-1 has glucose concentration dependent hypoglycemic effect <italic>via</italic> the potentiation of glucose-induced insulin secretion and the suppression of glucagon secretion (<xref ref-type="bibr" rid="B34">Keshava et al., 2017</xref>; <xref ref-type="bibr" rid="B14">Deacon, 2020</xref>). Moreover, numerous studies have demonstrated GLP-1 has potential neuroprotective and neurotrophic effects (<xref ref-type="bibr" rid="B41">Liu et al., 2021</xref>), so that GLP-1 based therapies may have favorable effects on AD. Such as liraglutide (LRGT), dulaglutide, lixisenatide, exenatide, and NLY01 have a significantly association with lowering risk of AD (<xref ref-type="bibr" rid="B1">Akimoto et al., 2020</xref>). The anti-AD effect of GLP-1 receptor (GLP-1R) agonist (GLP-1RA) has attracted the attention of researcher.</p>
<p>Liraglutide improves memory impairment in various AD models, decreasing AD-related insulin receptor (INSR), synaptic and Tau pathology in specific brain regions (<xref ref-type="bibr" rid="B5">Batista et al., 2018</xref>; <xref ref-type="bibr" rid="B18">Duarte et al., 2020</xref>). These effects involve multiple pathways. In A&#x03B2;, specifically, LRGT attenuates brain estradiol and GLP-1 and activates protein kinase A (PKA) levels, oxidative/nitrosative stress and inflammation in 11-month-old AD female mice, reduces their cortical A&#x03B2;<sub>1&#x2013;42</sub> levels (<xref ref-type="bibr" rid="B18">Duarte et al., 2020</xref>). LRGT can both reduce the overproduction of A&#x03B2; and increase its removal. One side, amyloid precursor protein (APP) is metabolized to A&#x03B2; by &#x03B2;-secretases and &#x03B3;-secretases. LRGT decreases the formation of A&#x03B2; <italic>via</italic> inhibiting the activity of &#x03B2;-secretases and &#x03B3;-secretases (<xref ref-type="bibr" rid="B54">Qi et al., 2016</xref>; <xref ref-type="bibr" rid="B75">Zhang et al., 2019</xref>; <xref ref-type="bibr" rid="B30">Jantrapirom et al., 2020</xref>). The other, binding to GLP-1R, LRGT activates the phosphoinositide-3 kinase/mitogen-activated protein kinase (PI3K/MAPK) dependent pathways, consequently following trafficking and clearing A&#x03B2; by increasing the presence of A&#x03B2; transporters in cerebrospinal fluid (<xref ref-type="bibr" rid="B66">Wici&#x0144;ski et al., 2019</xref>). In Tau, LRGT also reduces p-Tau, A&#x03B2;, <italic>via</italic> the protein kinase B/glycogen synthase kinase-3&#x03B2; (Akt/GSK-3&#x03B2;) pathways, reversing the p-INSR whose major downstream signaling molecules include insulin substrate 1, Akt and GSK-3&#x03B2; (<xref ref-type="bibr" rid="B9">Chen et al., 2017</xref>). At the same time, LRGT can reduce hyperphosphorylation of Tau, neurofilaments (NFs) and neuronal degeneration through restoring protein phosphatase-2A (PP2A) activity and altering in c-Jun N-terminal protein kainse (JNK) and extracellular regulated protein kinases (ERK) signaling apparently (<xref ref-type="bibr" rid="B75">Zhang et al., 2019</xref>; <xref ref-type="bibr" rid="B30">Jantrapirom et al., 2020</xref>). Additionally, LRGT ameliorates mitochondrial dysfunction and prevents neuronal loss with activation of the cAMP/PKA pathway in the brain of 5 &#x00D7; FAD mice. Activating the cAMP/PKA pathway, GLP-1 increases the p-DRP-1-s637 and mitigates mitochondrial fragmentation in A&#x03B2;-treated astrocytes. Then it further improves the A&#x03B2;-induced energy failure, mitochondrial reactive oxygen species (ROS) overproduction, mitochondrial membrane potential (MMP) collapse, and cell toxicity in astrocytes (<xref ref-type="bibr" rid="B70">Xie et al., 2021</xref>). In addition, Dulaglutide decreases the hyperphosphorylation of Tau and NFs proteins through improving the PI3K/Akt/GSK-3&#x03B2; signaling pathway (<xref ref-type="bibr" rid="B77">Zhou et al., 2019</xref>). Lixisenatide also plays an important role in memory formation, synaptic plasticity and cell proliferation of rats. It can reduce amyloid plaques, NFTs and neuroinflammation in the hippocampi of 12-month-old 3 &#x00D7; Tg female mice, which may be related to activating PKA-cAMP response element binding (CREB) signaling pathway and inhibiting p38-MAPK (<xref ref-type="bibr" rid="B7">Cai et al., 2018</xref>).</p>
<p>Generally speaking, these protection effects to a large extent rely on multiple pathways with regulatory regulation of insulin signal pathways as the core, thereby removing neurotoxic substances (A&#x03B2; and/or Tau). At the same time, it is difficult to define whether the control of inflammation and the protection of mitochondria is the cause or result. In addition, it is worth noting that a large number of preclinical studies on it come from China. And limited clinical research, it is difficult to prove the complex connection between correlation and clinical effectiveness. It is necessary to design more randomized controlled trial such as ELAD Study (<xref ref-type="bibr" rid="B22">Femminella et al., 2019</xref>). The clinical trials of it are worthy of attention. We look forward to these random dual-blind experiments that can have good results.</p>
</sec>
<sec id="S4">
<title>PPAR-&#x03B3; agonists</title>
<p>The peroxisome proliferator-activated receptor &#x03B3; (PPAR-&#x03B3;) is a prototypical ligand-activated nuclear receptor that coordinates lipid, glucose and energy metabolism. The PPAR-&#x03B3; agonists have emerged as potent insulin sensitizers used in the treatment of T2DM. Pioglitazone (PGZ) is a member of the thiazolidinedione (TZD) family. In a pre-clinical study, it improves cognitive deficits in AD animal models by reducing A&#x03B2; levels. And it normalizes the p35 protein and p-CRMP2 levels in the cerebellum, ameliorates impaired motor coordination ability and long-term depression (LTD) in APP/PS1 mice at the pre-A&#x03B2; accumulation stage (<xref ref-type="bibr" rid="B64">Toba et al., 2016</xref>). It also enhances peripheral and brain insulin sensitivity in diet-induced insulin resistance model rats, ameliorates A&#x03B2;<sub>1&#x2013;42</sub> deposition in the hippocampus by increasing IDE and PPAR&#x03B3; expression. Notably, activating the PI3K/Akt/GSK-3&#x03B2; pathway is also demonstrated to serve a role in PGZ-induced A&#x03B2;<sub>1&#x2013;42</sub> degradation, which is abrogated by the PPAR&#x03B3; antagonist GW9662 (<xref ref-type="bibr" rid="B71">Yang et al., 2017</xref>). Furthermore, PGZ treatment could inhibit Cdk5 activity by decreasing p35 protein level. More importantly, PGZ corrects long-term potentiation (LTP) deficit caused by A&#x03B2; exposure in cultured slices and rescues impaired LTP and spatial memory (<xref ref-type="bibr" rid="B4">Badhwar et al., 2017</xref>). Although clinical studies have shown that PGZ has the potential of AD for treatment, the results of clinical trials are indeed unsatisfactory. Daily 0.8 mg oral PGZ did not significantly delay the onset of mild cognitive impairment due to AD (<xref ref-type="bibr" rid="B6">Burns et al., 2021</xref>). Interestingly, PGZ 15&#x2013;30 mg demonstrates the greatest efficacy compared to placebo in network meta-analysis (<xref ref-type="bibr" rid="B8">Cao et al., 2018</xref>).</p>
<p>The rosiglitazone (RSG) improves hippocampus-dependent cognitive deficits in some AD patients and ameliorates deficits in the Tg2576 mouse for AD amyloidosis (<xref ref-type="bibr" rid="B29">Jahrling et al., 2014</xref>). Then the research further verified RSG treatment rescues cognitive deficits and reduces aberrant activity of granule neurons in the dentate gyrus (DG) (<xref ref-type="bibr" rid="B27">Hsu et al., 2017</xref>). Clinical trials of RSG have shown some contradictions. Early studies showed some anti-AD potential of RSG (<xref ref-type="bibr" rid="B65">Watson et al., 2005</xref>), while subsequent clinical trials fail to achieve the desired results (<xref ref-type="bibr" rid="B25">Harrington et al., 2011</xref>). Therefore, in clinical trials on RSG, screening for multiple subgroups in the AD patient population and enrolling patients using predictive biomarkers has received attention (<xref ref-type="bibr" rid="B51">O&#x2019;Bryant et al., 2021</xref>). We speculate that with the further development of AD typing and biomarkers, such studies may bring new hope.</p>
</sec>
<sec id="S5">
<title>DPP-4 inhibitors</title>
<p>Different from GLP-1 agonists, dipeptidyl peptidase 4 inhibitors (DPP4i) do not possess inherent glucose-lowering activity. It inhibits the activity of the enzyme DPP4, then it decreases blood glucose level through GLP1 to treat T2DM (<xref ref-type="bibr" rid="B60">Stoian et al., 2020</xref>). DPP-4i contains saxagliptin, vildagliptin, linagliptin, sitagliptin. They have beneficial effects on amyloid aggregation and longitudinal cognitive outcome in diabetic AD-related cognitive impairment (ADCI) (<xref ref-type="bibr" rid="B31">Jeong et al., 2021</xref>). However, the mechanism by which they work seems different.</p>
<p>Sitagliptin has been demonstrated to have antioxidative and antiapoptotic properties by modifying glutamate and glutathione levels within the region of hippocampus in mice (<xref ref-type="bibr" rid="B19">El-Sahar et al., 2015</xref>). Meanwhile, it increases the synaptic proteins and the O-Glycosylation (<xref ref-type="bibr" rid="B10">Chen et al., 2019</xref>). Moreover, sitagliptin improves the impaired cognitive by the potential mechanisms that regulating neuroinflammation, antioxidation, and antiapoptotic, and the level of GLP-1 and GLP-1R (<xref ref-type="bibr" rid="B67">Wici&#x0144;ski et al., 2018</xref>). Finally achieve the goal of protecting learning and memory. Interestingly, preliminary clinical results show that sitagliptin&#x2019;s improvement of AD patient mini-mental state examination (MMSE) scores is better than MET (<xref ref-type="bibr" rid="B28">Isik et al., 2017</xref>). With a higher selectivity, saxagliptin has the same effect as sitagliptin that protect learning and memory through GLP-1/GLP-1R signaling pathway (<xref ref-type="bibr" rid="B36">Kosaraju et al., 2013a</xref>; <xref ref-type="bibr" rid="B10">Chen et al., 2019</xref>). Like sitagliptin, linagliptin treatment mitigates the cognitive deficits that attributed to the improvement of incretin levels and attenuate A&#x03B2;, p-Tau and neuroinflammation in the brain mice of 3 &#x00D7; Tg-AD and A&#x03B2;<sub>1&#x2013;42</sub> induced rat model of AD (<xref ref-type="bibr" rid="B37">Kosaraju et al., 2017</xref>; <xref ref-type="bibr" rid="B57">Siddiqui et al., 2021</xref>). Moreover, linagliptin can ameliorate cognitive deficits through insulin pathway (<xref ref-type="bibr" rid="B57">Siddiqui et al., 2021</xref>) and restore the impaired insulin signaling caused by A&#x03B2; in neuronal cells (<xref ref-type="bibr" rid="B35">Kornelius et al., 2015</xref>). Vildagliptin also demonstrates a unique mechanism for A&#x03B2; and Tau clearance and reverses the cognitive deficits and pathology observed in AD possibly <italic>via</italic> modulating Klotho protein together with Akt pathway (<xref ref-type="bibr" rid="B38">Kosaraju et al., 2013b</xref>; <xref ref-type="bibr" rid="B73">Yossef et al., 2020</xref>). The addition of vildagliptin to treatment improved the copying subdomain of cognitive function and metabolic control of the older patients with T2DM (<xref ref-type="bibr" rid="B3">Ates Bulut et al., 2020</xref>).</p>
<p>These results indicate that DPP-4i drugs mainly improve inflammation and oxidative stress through the GLP-1/GLP-1R signaling pathway, affecting the production and clearance of toxic proteins, thereby improving cognitive function. But most of the studies are basic research, although there are a small number of clinical studies on sitagliptin and vildagliptin in cognition, but they are all preliminary and short-term, and the sample size is small. Our suggestion would be best to carry out the anti-AD research of DPP-4i after a breakthrough in the anti-AD research of GLP-1/GLP-1R or the combination of DP-4i and the first approved effective anti-AD drug.</p>
</sec>
<sec id="S6">
<title>SGLT2 inhibitors</title>
<p>Sodium glucose cotransporter 2 inhibitors (SGLT2i) can reduce blood glucose by inhibiting its reabsorption in proximal tubules and by promoting urinary glucose excretion. A growing numbers evidence indicates that SGLT2i such as empagliflozin (EMP), canagliflozin, dapagliflozin, ertugliflozin, and sotagliflozin have neuroprotective potential in a murine mixed model of T2DM and AD (<xref ref-type="bibr" rid="B40">Lin et al., 2014</xref>; <xref ref-type="bibr" rid="B55">Rizvi et al., 2014</xref>; <xref ref-type="bibr" rid="B56">Shaikh et al., 2016</xref>; <xref ref-type="bibr" rid="B26">Hierro-Bujalance et al., 2020</xref>).</p>
<p>Empagliflozin help to limit cortical thinning and reduce neuronal loss, hemorrhage, microglia burdens and SPs burden, also improves cerebral microvascular eventually ameliorate the cognitive deficits in APP/PS1xdb/db mice (<xref ref-type="bibr" rid="B40">Lin et al., 2014</xref>; <xref ref-type="bibr" rid="B26">Hierro-Bujalance et al., 2020</xref>). Dapagliflozin and invokana might act as potent dual inhibitors of SGLT2 and AchE, which contributes to cognitive improvement, as well as ertugliflozin and sotagliflozin (<xref ref-type="bibr" rid="B55">Rizvi et al., 2014</xref>; <xref ref-type="bibr" rid="B56">Shaikh et al., 2016</xref>). Glibenclamide (GBC) treatment improves memory impairment with increasing insulin and reducing glucose and hippocampal inflammation in rats with T2DM and sporadic AD (<xref ref-type="bibr" rid="B20">Esmaeili et al., 2020</xref>). And SGLT2i exert anti-inflammatory and antioxidant effects at the cellular level mainly <italic>via</italic> regulation of the molecular target of rapamycin (mTOR) pathway, which could ameliorate the progression of AD (<xref ref-type="bibr" rid="B21">Esterline et al., 2020</xref>; <xref ref-type="bibr" rid="B33">Katsenos et al., 2022</xref>). And in nested case control study evaluating diagnoses of dementia in patients with T2DM, SGLT2i use showed a 42% reduction in dementia risk (<xref ref-type="bibr" rid="B68">Wium-Andersen et al., 2019</xref>). Interestingly, in the population-based cohort study of T2DM patients treated with SGLT2i and DPP4i, the use of SGLT2i is associated with lower risks of dementia, compared with DPP4i (<xref ref-type="bibr" rid="B49">Mui et al., 2021</xref>). And a prospective study shows significant beneficial effects of the EMP on cognitive in frail older adults with diabetes (<xref ref-type="bibr" rid="B48">Mone et al., 2022</xref>). In addition, SGLT2I&#x2019;s &#x2265; 3 years use is related to the improvement of cognitive scores (<xref ref-type="bibr" rid="B42">Low et al., 2022</xref>). According to the existing evidence, long-term use of SGLT2i can improve cognitive function, especially for elderly diabetics. However, the role of AD patients still needs further study.</p>
</sec>
<sec id="S7" sec-type="conclusion">
<title>Conclusion</title>
<p>Based on the facts that T2DM and AD share common features, drugs used to treat T2DM are being investigated for efficacy in AD. Consequently, studies on drugs used for T2DM in AD found these treatments may represent a promising approach to fight AD, which include MET, GLP-1RA, PPAR-&#x03B3; agonists, DPP-4i and SGLT2i (<xref ref-type="bibr" rid="B8">Cao et al., 2018</xref>). However, there are differences in their effects in basic and clinical research on anti-AD (<xref ref-type="table" rid="T1">Table 1</xref>). At the same time, the anti-AD effect of insulin is also controversial, but there are too many studies involved, so this review will not discuss it for the time being. We believe that the difference between the results of clinical antidiabetic medication in anti-AD treatment clinical trials and basic experiments is mainly related to the following: (1) We speculate that they are not effective for all types of AD, but may be a special type: AD patients who also suffer from diabetes. They may even be useful only for cognitive dysfunction caused by insulin resistance. (2) These effects interact with the improvement of insulin resistance, so perhaps early intervention may have a better effect. (3) Complex and interactive-oxidation, anti-neuroinflammation, and improve energy metabolism play an important role in it, so the combination of drugs to treat AD may have more potential. Such drugs are not a very good solution under the existing evidence conditions. Looking forward to more refined pathological research on AD classification, it may rekindle hope for the clinical research of such drugs.</p>
<p>But screening subjects based on more subtypes, or recruiting patients using predictive biomarkers, would severely narrow the pool of subjects who ultimately meet inclusion criteria and would substantially increase the cost of clinical trials. Unless a reasonable combination of predictive biomarkers can be found, or there is a well-defined classification of AD subtypes. Otherwise, it will still be a bottomless pit to rush to carry out relevant and more refined clinical trials, and it is not worth investing too much energy. Moreover, hypoglycemia, the side effect of such drugs, is still not negligible. In the elderly, falls caused by hypoglycemia often cause serious consequences. Therefore, we have to consider the scope of application of this type of drug and the direction that needs to be considered in the design of such drugs. It is best to regulate the insulin pathway and have little effect on blood glucose (or be able to control blood glucose stably within a reasonable range). Weighing the pros and cons is an unavoidable multiple-choice question in drug development. In addition to genes, diabetes is often closely related to eating habits, and intestinal flora also play a key role in it. Whether these drugs affect the intestinal flora and thus affect AD is also an aspect worthy of attention. It is also worth noting that in the absence of strong evidence-based medical evidence, the use of hypoglycemic drugs for the prevention and treatment of AD will face many risks.</p>
<p>In the current situation, we should not be pessimistic. While looking forward to the progress of basic research on AD, we should more actively conduct group statistics or subtype analysis on existing failed clinical trials, especially large-sample clinical trials. Not only may there be unexpected surprises, but it will also play a guiding role in the development of future clinical trials.</p>
</sec>
<sec id="S8" sec-type="author-contributions">
<title>Author contributions</title>
<p>All authors listed have made a substantial, direct, and intellectual contribution to the work, and approved it for publication.</p>
</sec>
</body>
<back>
<sec id="S9" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by the Funds of National Natural Science Foundation of China (Nos. 82060728 and U18243) and Shijingshan&#x2019;s Tutor Studio of Pharmacology (No. GZS-2016-07).</p>
</sec>
<sec id="S10" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="S11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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