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<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.2023.1130253</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Aging Neuroscience</subject>
<subj-group>
<subject>Mini Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Natural bioactive compounds in Alzheimer&#x00027;s disease: From the perspective of type 3 diabetes mellitus</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>&#x02020;</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>&#x02020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/836533/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Mao</surname> <given-names>Qianhua</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2234978/overview"/>
</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>&#x0002A;</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>&#x0002A;</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 Lab of Ethnomedicine of Ministry of Education, Zunyi Medical University, Zunyi</institution>, <addr-line>Guizhou</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>School of Public Health, Zunyi Medical University, Zunyi</institution>, <addr-line>Guizhou</addr-line>, <country>China</country></aff>
<aff id="aff4"><sup>4</sup><institution>National Drug Clinical Trial Institution, Third Affiliated Hospital of Zunyi Medical University (The First People&#x00027;s Hospital of Zunyi), Zunyi</institution>, <addr-line>Guizhou</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Xiaozhi Liu, Tianjin Fifth Central Hospital, China</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Ashok Iyaswamy, Hong Kong Baptist University, Hong Kong SAR, China</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Yu Qiu <email>qiuy&#x00040;shsmu.edu.cn</email></corresp>
<corresp id="c002">Jingshan Shi <email>shijs&#x00040;zmu.edu.cn</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Cellular and Molecular Mechanisms of Brain-aging, a section of the journal Frontiers in Aging Neuroscience</p></fn>
<fn fn-type="equal" id="fn002"><p>&#x02020;These authors have contributed equally to this work</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>16</day>
<month>03</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>15</volume>
<elocation-id>1130253</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>12</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>20</day>
<month>02</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2023 Huang, Huang, Mao, Shi and Qiu.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Huang, Huang, Mao, 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>There is a close relationship between Alzheimer&#x00027;s disease (AD) and diabetes mellitus (DM), and the link between the two is often referred to as type 3 diabetes mellitus (T3DM). Many natural bioactive compounds have shown the potential to treat AD and diabetes. We mainly review the polyphenols represented by resveratrol (RES) and proanthocyanidins (PCs) and alkaloids represented by berberine (BBR) and <italic>Dendrobium nobile</italic> Lindl. alkaloids (DNLA) from the perspective of T3DM to review the neuroprotective effects and molecular mechanisms of natural compounds in AD.</p>
</abstract>
<kwd-group>
<kwd>Alzheimer&#x00027;s disease</kwd>
<kwd>natural bioactive compounds</kwd>
<kwd>type 2 diabetes mellitus</kwd>
<kwd>type 3 diabetes mellitus</kwd>
<kwd>antidiabetic medication</kwd>
<kwd>traditional Chinese medicines</kwd>
<kwd>polyphenols</kwd>
<kwd>alkaloids</kwd>
</kwd-group>
<contract-num rid="cn001">82060728</contract-num>
<contract-num rid="cn001">U18243</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="2"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="89"/>
<page-count count="8"/>
<word-count count="6933"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Alzheimer&#x00027;s disease (AD) is a common neurodegenerative disease that brings a heavy burden to patients, families, and society (Jia et al., <xref ref-type="bibr" rid="B35">2018</xref>; Alzheimer&#x00027;s Disease International, <xref ref-type="bibr" rid="B3">2019</xref>). Although aducanumab, lecanemab and GV971 brought new hope for treating AD in recent years, these drugs are still controversial (Biogen, <xref ref-type="bibr" rid="B6">2019</xref>; Wang et al., <xref ref-type="bibr" rid="B74">2019</xref>; The Lancet, <xref ref-type="bibr" rid="B68">2022</xref>). Therefore, actively exploring the pathogenesis and treatment of AD has important scientific significance and social value. Finding natural bioactive compounds from plants to treat diseases has a long history and has achieved a lot of brilliant results. For example, quinine extracted from <italic>Cinchona calisaya</italic> has antimalarial effects, and paclitaxel extracted from the Pacific yew has anti-cancer effects. In terms of AD treatment, there is also Huperzine-A from a plant called Chinese club moss (<italic>Huperzia serrata</italic>) that has been put into clinical use in AD therapy. This reminds us that natural bioactive compounds are a treasure trove of drugs that could potentially be used in the treatment of AD.</p>
<p>With the continuously deepening understanding of AD, the close connection between diabetes mellitus (DM) and AD has attracted more and more attention. The results of epidemiology show that elderly people with diabetes have a higher risk of AD than peers with non-diabetes. DM, especially type 2 diabetes mellitus (T2DM), increases the risk of AD (Tolppanen et al., <xref ref-type="bibr" rid="B69">2013</xref>). Basic studies have also found that 3 &#x000D7; Tg-AD mice showed age-dependent impaired glucose tolerance (Vandal et al., <xref ref-type="bibr" rid="B72">2015</xref>). The brain of mice with DM showed hyperphosphorylation of tau levels and accumulation of &#x003B2;-amyloid (A&#x003B2;) plaque (Oliveira et al., <xref ref-type="bibr" rid="B56">2021</xref>). A&#x003B2; is a product of amyloid precursor protein (APP) and is degraded or cleared by an insulin-degrading enzyme (IDE) (Lee et al., <xref ref-type="bibr" rid="B37">2017</xref>; D&#x000ED;az et al., <xref ref-type="bibr" rid="B17">2022</xref>; Imbimbo et al., <xref ref-type="bibr" rid="B34">2023</xref>). Tau primarily provides stabilization to microtubules in the part of axons and dendrites and shows a loss of microtubule binding for the hyperphosphorylation in AD. Moreover, the glycogen synthase kinase 3&#x003B2; (GSK3&#x003B2;) and mitogen-activated protein kinases affect phosphorylate tau (p-tau) and the formation of neurofilaments (Rawat et al., <xref ref-type="bibr" rid="B57">2022</xref>). Kinesin-I heavy chain (KIF5B) and histone deacetylase (HDAC) are involved in tau homeostasis in AD (Sim&#x000F5;es-Pires et al., <xref ref-type="bibr" rid="B60">2013</xref>; Selvarasu et al., <xref ref-type="bibr" rid="B58">2022</xref>), which relates to the ubiquitin&#x02013;proteasome system primarily clearing pathological tau and the autophagy&#x02013;lysosome pathway degrading tau at the late stage of the formation of neurofibullary tangles (NFTs) (Rawat et al., <xref ref-type="bibr" rid="B57">2022</xref>). Some compounds, such as phenolics, flavonoids, and alkaloids, have the potential to treat AD by targeting tau (Durairajan et al., <xref ref-type="bibr" rid="B18">2022</xref>). Apart from pathological features, T2DM and AD share molecular mechanisms and potential targets, including insulin/IGF-1 signaling, GSK3&#x003B2;, inflammation, mitochondrial dysfunction, and the ApoE4 allele (Hamz&#x000E9; et al., <xref ref-type="bibr" rid="B26">2022</xref>). Insulin resistance and/or deficiency have complex interactions with mitochondrial dysfunction, A&#x003B2; deposition, tau hyperphosphorylation, etc., thereby promoting the occurrence and development of AD (Zhang et al., <xref ref-type="bibr" rid="B86">2018</xref>). Therefore, the hypothesis was put forward that AD in connection with type 2 diabetes mellitus is considered to be &#x0201C;type 3 diabetes mellitus (T3DM)&#x0201D; (Steen et al., <xref ref-type="bibr" rid="B64">2005</xref>).</p>
<p>Moreover, some clinical studies have shown that anti-diabetic medications have a certain role in the treatment of cognitive dysfunction caused by DM (Akimoto et al., <xref ref-type="bibr" rid="B2">2020</xref>). Many extracts from traditional Chinese herbs can be used for both DM and AD. Therefore, there is a search for anti-AD drugs based on these mechanisms in natural bioactive compounds. It is helpful for patients with AD with elevated blood glucose (BG) as the early manifestation or with diabetes.</p>
<p>There are many bioactive compounds that improve BG or play a role in neurological protection. For example, protopine (PRO) may have utility in the treatment of T2DM (Moser et al., <xref ref-type="bibr" rid="B51">2014</xref>). In another example, the Bromo-PRO (PRO-Br), a novel PRO derivative, promotes the clearance of pathogenic tau by enhancing the expression of heat shock protein 70 and lysosome-associated membrane protein 2A (Sreenivasmurthy et al., <xref ref-type="bibr" rid="B62">2022a</xref>,<xref ref-type="bibr" rid="B63">b</xref>). Similarly, tetrandrine (TET) as a P-glycoprotein (P-gp) inhibitor works in T2DM (Shan et al., <xref ref-type="bibr" rid="B59">2013</xref>) and reduces tau aggregation by rescuing lysosomal Ca<sup>2&#x0002B;</sup> homeostasis in AD (Tong et al., <xref ref-type="bibr" rid="B70">2022</xref>). Here, we mainly review the polyphenols represented by resveratrol (RES) and proanthocyanidins (PCs), alkaloids represented by berberine (BBR), and <italic>Dendrobium nobile</italic> Lindl. alkaloids (DNLA) from the perspective of T3DM to review the neuroprotective effects and molecular mechanisms of natural compounds in AD.</p>
</sec>
<sec id="s2">
<title>Polyphenols</title>
<p>Polyphenols are widely found in grapes, tea, cocoa, and other plants, including flavonoids, tannins, phenolic acids, and anthocyanins. The common feature of polyphenolic compounds is their good antioxidant activity. Many natural bioactive compounds with anti-AD potential are polyphenolic compounds. Here, we choose RES and PCs to review the role and mechanism of these natural bioactive compounds in AD from the perspective of T3DM.</p>
<sec>
<title>Resveratrol</title>
<p>Resveratrol is a non-flavonoid polyphenolic compound. RES and its derivatives are mainly found in plants such as the genus <italic>Vitis</italic> L, genus <italic>Polygonum</italic>, genus <italic>Arachis</italic>, and genus <italic>Veratrum</italic>. It is an antioxidant produced by many plants when stimulated (Huang J. et al., <xref ref-type="bibr" rid="B29">2020</xref>). Studies have shown that RES has anti-inflammatory, anti-oxidation, anti-aging, and other effects (Moussa et al., <xref ref-type="bibr" rid="B52">2017</xref>; Huang J. et al., <xref ref-type="bibr" rid="B29">2020</xref>). In particular, RES also has the potential to regulate insulin signaling pathways, improve BG, and improve cognitive function.</p>
<p>In DM, RES shows significant therapeutic potential in ameliorating key symptoms of DM as well as the other concurrent indicators. In clinical trials, RES modulates BG (Szkudelska et al., <xref ref-type="bibr" rid="B66">2021</xref>), HA1c, systolic blood pressure, total cholesterol (Bhatt et al., <xref ref-type="bibr" rid="B5">2012</xref>), and low-density lipoprotein levels in patients with T2DM (Asadi et al., <xref ref-type="bibr" rid="B4">2017</xref>). Furthermore, longer RES intervention time (&#x02265; 6 months) increases total antioxidant status levels in a dose-dependent manner in patients with T2DM (Bo et al., <xref ref-type="bibr" rid="B7">2017</xref>). The anti-diabetic effect of RES is mainly manifested as improving the level of insulin resistance, enhancement of glucose uptake and metabolism, and preservation of islet &#x003B2;-cells (Szkudelski and Szkudelska, <xref ref-type="bibr" rid="B67">2011</xref>). RES has some insulin-sensitizing effects, mainly by activating silent information regulator 1 (SIRT1), AMP-activated protein kinase (AMPK), and forkhead box protein O1 (FOXO1) to regulate NADPH, reactive oxygen species (ROS), and peroxisome proliferators-activated receptors (PPAR) levels, thereby improving mitochondrial function and oxidative stress and relieving insulin resistance (Huang D. D. et al., <xref ref-type="bibr" rid="B28">2020</xref>). Moreover, RES may also increase glucose uptake and metabolism by activating insulin receptor substrate (IRS), PI3K/Akt, AMPK signaling pathways, and endogenous GLUT4 translocation (Chi et al., <xref ref-type="bibr" rid="B15">2007</xref>; Sin et al., <xref ref-type="bibr" rid="B61">2015</xref>). In addition, RES can protect islet &#x003B2;-cells by inhibiting the inflammatory and reducing ROS levels, which is related to the regulation of SIRT1, AMPK, FOXO1, Nrf2, and NF-&#x003BA;B (Zheng et al., <xref ref-type="bibr" rid="B89">2013</xref>; Guo et al., <xref ref-type="bibr" rid="B25">2014</xref>). In conclusion, the improvement effect of RES on diabetes is related to the activation of SIRT1 and insulin-related signaling pathways, thereby inhibiting inflammation and oxidative stress, and improving mitochondrial function.</p>
<p>In AD, RES may be effective in the prevention or treatment. In clinical trials (NCT01504854), oral RES can ameliorate cognitive function in subjects with mild to moderate AD, which involves the regulation of neuroinflammation (Moussa et al., <xref ref-type="bibr" rid="B52">2017</xref>). It restores abnormally high levels in the proteolytic activity of the ubiquitin-proteasome system (Labban et al., <xref ref-type="bibr" rid="B36">2021</xref>). On the one hand, it increases levels of neurotrophins, synaptic markers, and SIRT. On the other hand, it decreases the accumulation of A&#x003B2; oligomers, the markers of apoptosis, autophagy, endolysosomal degradation, and ubiquitination in the brains of 3 &#x000D7; Tg (Broderick et al., <xref ref-type="bibr" rid="B8">2020</xref>). <italic>In vitro</italic>, 50 &#x003BC;mol/L RES for 12 h significantly reduces the levels of pS396 and pS199 by regulating CDK5 and GSK-3&#x003B2; activity in the cell (Fang et al., <xref ref-type="bibr" rid="B19">2021</xref>). In another A&#x003B2;-induced cell model, RES attenuates A&#x003B2;-mediated microglial inflammatory responses by inhibiting the TLR4, NACHT, LRR, NLRP3, and STAT cascade signaling pathways (Capiralla et al., <xref ref-type="bibr" rid="B10">2012</xref>; Feng and Zhang, <xref ref-type="bibr" rid="B20">2019</xref>). Furthermore, it also reduces microglia-dependent A&#x003B2; toxicity by activating SIRT1 and inhibiting NF-&#x003BA;B and microglial overactivation (Chen et al., <xref ref-type="bibr" rid="B12">2005</xref>; Steiner et al., <xref ref-type="bibr" rid="B65">2016</xref>; Locatelli et al., <xref ref-type="bibr" rid="B46">2018</xref>). Therefore, Res can delay or prevent key pathological indicators of AD, abnormal A&#x003B2;, and tau through anti-oxidation, anti-inflammatory function, and improving mitochondrial function, ultimately improving the spatial learning and memory ability in AD. These functions are similar to its basic mechanism of anti-diabetes and are related to activating SIRT1 and insulin-related signaling pathways.</p>
</sec>
<sec>
<title>Proanthocyanidins</title>
<p>Proanthocyanidins, a class of polyphenolic compounds, are widely distributed in plants, such as grapes, black wolfberry, and blueberry (Maria, <xref ref-type="bibr" rid="B49">2014</xref>). PCs have antioxidants and anti-cancer, anti-inflammatory, cardioprotective, and antibacterial effects. They are promising in the treatment of chronic metabolic diseases such as cancer, DM, and cardiovascular disease (Valencia-Hernandez et al., <xref ref-type="bibr" rid="B71">2021</xref>). They also play a protective role in neurodegenerative diseases, such as AD and Parkinson&#x00027;s disease (Zhang et al., <xref ref-type="bibr" rid="B85">2019</xref>; Zhao et al., <xref ref-type="bibr" rid="B88">2019</xref>).</p>
<p>In DM, PCs improve the damage induced by the diet in insulin-resistant models, glycemia, and insulin sensitivity. PCs target several tissues involved in glucose homeostasis. In insulin-sensitive tissues, PCs modulate glucose uptake and lipogenesis and improve their oxidative/inflammatory state. In the pancreas, PCs modulate insulin secretion and production and &#x003B2;-cell mass, although the available results are divergent (Gonzalez-Abuin et al., <xref ref-type="bibr" rid="B23">2015</xref>). Since PCs may be extracted from different plants, they can also be differentiated into different PCs, such as apple procyanidins (APCs) and lotus seedpod oligomeric PC (LSOPC). However, their hypoglycemic effects are not the same. Specifically, APCs ameliorate insulin resistance by improving hepatic insulin signaling through the suppression of hepatic inflammation in ob/ob mice (Ogura et al., <xref ref-type="bibr" rid="B55">2016</xref>). Meanwhile, LSOPC and synbiotics may regulate glucose disposal in peripheral target tissues through the p66Shc-mechanistic/mTOR signaling pathway in high fat and streptozotocin (STZ)-induced diabetes (Li X. et al., <xref ref-type="bibr" rid="B42">2017</xref>). Furthermore, A- and B-type PC oligomers from different cinnamon species also improve insulin sensitivity to decrease BG in T2DM (Lu et al., <xref ref-type="bibr" rid="B47">2011</xref>). In addition, A-type PC oligomers mainly improve insulin concentration in the blood and pancreas, whereas B-type PC oligomers promote lipid accumulation in the adipose tissue and the liver (Chen et al., <xref ref-type="bibr" rid="B13">2012</xref>). In conclusion, although various PCs have different mechanisms of action in DM, what these effects have in common is improving insulin resistance and increasing insulin sensitivity, and anti-inflammatory and anti-oxidative stress are at the core of these effects.</p>
<p>In AD, PCs may promote cognitive function and thus be beneficial to alleviate AD. PCs can enhance synaptic plasticity by upregulating SIRT1 to improve cognition (Mich&#x000E1;n et al., <xref ref-type="bibr" rid="B50">2010</xref>; Yokozawa et al., <xref ref-type="bibr" rid="B80">2011</xref>). Notably, PCs and some of their metabolites stimulate CREB, acting as a molecular switch from short- to long-term memory, based on the interplay of the CREB-SIRT1 axis (Zhao et al., <xref ref-type="bibr" rid="B88">2019</xref>). Grape seed PCs (GSPCs) improve isoflurane-induced cognitive dysfunction by protecting against perturbing antioxidant enzyme activities and the NR2B/CREB pathway (Gong et al., <xref ref-type="bibr" rid="B22">2020</xref>). In addition, the PCs effectively inhibit the aggregation of human islet amyloid polypeptide (hIAPP) and A&#x003B2; through hydrophobic and hydrogen bonding interactions and also dissolve the aged fibrils (Xu et al., <xref ref-type="bibr" rid="B76">2021</xref>). LSOPC inhibits the formation of advanced glycation end-products by scavenging reactive carbonyls, helping to prevent age-associated diseases represented by AD (Wu et al., <xref ref-type="bibr" rid="B75">2013</xref>). Overall, based on the strong physicochemical properties and antioxidant capacity of PCs, PCs have potential use in anti-AD treatments, although they are still a long way from being used in clinical drugs, and are also great as a functional food ingredient.</p>
</sec>
</sec>
<sec id="s3">
<title>Alkaloids</title>
<p>Alkaloids are a type of organic compound containing nitrogen. Most alkaloids are distributed in higher plants, especially in dicotyledon. Most alkaloids have a complex ring structure and significant biological activity. Many well-known natural bioactive compounds are alkaloids, such as ephedrine and atropine, which have played a vital role in the treatment of diseases. BBR, DNLA, TET, and PRO have potential in DM and AD. Here, we review the role of alkaloids represented by BBR and DNLA in DM and AD and put forward ideas for the use of alkaloids in T3DM.</p>
<sec>
<title>Berberine</title>
<p>Berberine, one of the alkaloids extracted from a traditional Chinese herb, is mainly isolated from <italic>Coptis chinensis, Berberis vulgaris, Hydrastis canadensis</italic>, and <italic>Phellodendron amurense</italic> (Neag et al., <xref ref-type="bibr" rid="B53">2018</xref>). BBR has shown some potential in the treatment of both DM and AD.</p>
<p>Berberine shows great potential in the treatment of DM. First, BBR dramatically reduces serum insulin levels and alleviates insulin resistance (Wang et al., <xref ref-type="bibr" rid="B73">2018</xref>), working through promoting RXRA, reducing KCNQ1 and NR3C1 (Di et al., <xref ref-type="bibr" rid="B16">2021</xref>), and attenuating palmitate-induced mitochondrial injury and apoptotic death. Moreover, BBR significantly prevents &#x003B2;-cell apoptosis and may improve islet &#x003B2;-cell function in T2DM (Li J. et al., <xref ref-type="bibr" rid="B39">2019</xref>). Second, BBR upregulates glucokinase (GK) in liver fractions and liver glycogen content to an anti-diabetic effect by the dissociation of glucokinase GK from GK regulatory protein in db/db mice (Li M. et al., <xref ref-type="bibr" rid="B41">2019</xref>). In addition, BBR is a substrate of P-gp. However, the oral bioavailability of BBR is less than 5%. Therefore, researchers use TET, another P-gp inhibitor, as an adjuvant component to potentiate the hypoglycemic efficacy of BBR (Shan et al., <xref ref-type="bibr" rid="B59">2013</xref>). Finally, intestinal microbiota may serve as a potential target for berberine treatment of T2DM (Li et al., <xref ref-type="bibr" rid="B38">2017</xref>). BBR could alleviate symptoms in T2DM rats by affecting gut microbiota composition and reducing the concentration of aromatic amino acids (Xu et al., <xref ref-type="bibr" rid="B77">2020</xref>; Yao et al., <xref ref-type="bibr" rid="B78">2020</xref>) such as decreasing the <italic>Bacteroidetes, Bacteroidetes</italic>/<italic>Firmicutes</italic> ratio, and <italic>Muribaculaceae</italic>, and increasing <italic>Allobaculum</italic> (Zhao et al., <xref ref-type="bibr" rid="B87">2021</xref>). Clinical studies related to this also verified the effect. Furthermore, the hypoglycaemic effect of BBR is mediated by the inhibition of deoxycholic acid (DCA) biotransformation by <italic>Ruminococcus bromii</italic> (NCT0286126) (Zhang Y. et al., <xref ref-type="bibr" rid="B84">2020</xref>). In summary, the anti-DM effect of BBR is related to affecting tissues such as the pancreas and liver and regulating intestinal flora.</p>
<p>At the same time, BBR also has potential in AD treatment. BBR may prevent the formation of NFTs and the disaggregation of A&#x003B2; in AD by limiting neuroinflammation and oxidative stress (Hussien et al., <xref ref-type="bibr" rid="B33">2018</xref>; Akbar et al., <xref ref-type="bibr" rid="B1">2021</xref>). <italic>In vivo</italic>, BBR rescues synapse damage and limits tau hyperphosphorylation in APP/PS1 mice possibly <italic>via</italic> inhibiting the NF-&#x003BA;B pathway and activating the liver kinase B1 (LKB1)/AMPK pathway, and these attenuate cognitive deficits (He et al., <xref ref-type="bibr" rid="B27">2017</xref>; Cai et al., <xref ref-type="bibr" rid="B9">2019</xref>). It also reduces APP and beta-site amyloid precursor protein cleaving enzyme 1 (BACE1) and facilitates A&#x003B2; clearance <italic>via</italic> autophagy <italic>in vitro</italic> (Huang et al., <xref ref-type="bibr" rid="B31">2017</xref>). Furthermore, BBR may inhibit protein kinase (PKR)-like endoplasmic reticulum (ER) kinase (PERK)/eukaryotic initiation factor 2alpha (eIF2&#x003B1;) signaling-mediated BACE1 translation and attenuate ER stress (Liang et al., <xref ref-type="bibr" rid="B43">2021</xref>). Apart from reducing the A&#x003B2; accumulation, BBR inhibits the apoptosis of neurons and promotes the formation of microvessels in the mouse brain by enhancing brain platelet endothelial cell adhesion molecule-1, vascular endothelial growth factor, etc. As the result, it promotes the formation of new vessels with a complete structure and perfect function, which in turn promoted the recovery of cerebral blood flow. Ultimately, it ameliorates cognitive deficits in 3 &#x000D7; Tg AD mice (Ye et al., <xref ref-type="bibr" rid="B79">2021</xref>). <italic>In vitro</italic>, BBR protects neuronal cells against A&#x003B2; partly through lncRNA BACE1 antisense (BACE1-AS)/miR-132-3p axis, regulating the circular RNAs histone deacetylase 9 (circHDAC9)/miR-142-5p axis (Ge et al., <xref ref-type="bibr" rid="B21">2020</xref>; Zhang N. et al., <xref ref-type="bibr" rid="B82">2020</xref>). Meanwhile, it can inhibit A&#x003B2;-induced microglial activation <italic>via</italic> modulating the microglial M1/M2 activated state and the suppressor of cytokine signaling1 (SOCS1) mediates the process (Guo et al., <xref ref-type="bibr" rid="B24">2021</xref>). In addition, it attenuates A&#x003B2;-induced neuronal damage by regulating miR-188/nitric oxide synthase 1 (NOS1) (Chen et al., <xref ref-type="bibr" rid="B14">2020</xref>). Interestingly, BBR can also alleviate tau hyperphosphorylation and axonopathy associated with diabetic encephalopathy by regulating the PI3K/Akt/GSK-3&#x003B2; signaling pathway (Wang et al., <xref ref-type="bibr" rid="B73">2018</xref>). Based on the role of BBR in DM and AD, it can be found that the basic anti-inflammation and anti-oxidation of BBR are the key to the protective effect, and the regulation of insulin-related signaling pathways and intestinal flora also plays an important role.</p>
</sec>
<sec>
<title><italic>Dendrobium nobile</italic> Lindl. alkaloids</title>
<p>As a pharmacologically active ingredient of Dendrobium <italic>nobile Lindl</italic>. DNLA was originally extracted from <italic>D. nobile</italic> Lindl, a traditional Chinese herbal medicine and medicinal material of Guizhou province, and has significant protective effects in T2DM and the nervous system, especially in AD.</p>
<p>Our previous studies show that DNLA reduces BG levels in animal models of T2DM such as db/db and KK-Ay mice, improves insulin resistance, and has a protective effect on pancreatic &#x003B2; cells of pancreatic islets in these animals (Zhang, <xref ref-type="bibr" rid="B81">2016</xref>; Chen, <xref ref-type="bibr" rid="B11">2018</xref>; Huang Q. et al., <xref ref-type="bibr" rid="B32">2019</xref>). It increases the p-INSR level, IRS-1, and after that, activates Akt (Chen, <xref ref-type="bibr" rid="B11">2018</xref>). Furthermore, telomere length is shortened in the pancreas of db/db mice, and DNLA can delay shortening telomere length and increase the telomerase activity. The action works may be related to upregulating <italic>TERT, TERC</italic> mRNA, protein expressions of TRF2, and POT1, and decreasing protein expression of TRF1 in the pancreas (Zhang, <xref ref-type="bibr" rid="B81">2016</xref>). The key to the protective effect of DNLA in DM is to regulate the insulin signaling pathway and improve insulin resistance.</p>
<p>Our previous studies show DNLA can improve the neuronal disruption caused by LPS, oxygen-glucose deprivation, and reperfusion, and decrease neuronal apoptosis in the rat brain (Li L. S. et al., <xref ref-type="bibr" rid="B40">2017</xref>; Zhang et al., <xref ref-type="bibr" rid="B83">2017</xref>; Liu et al., <xref ref-type="bibr" rid="B45">2021</xref>). Furthermore, we observed amelioration of the spatial learning performance in AD model rats induced by A&#x003B2;<sub>25 &#x02212; 35</sub>, APP/PS1, and SAMP8 mice (Nie et al., <xref ref-type="bibr" rid="B54">2016</xref>; Lv et al., <xref ref-type="bibr" rid="B48">2020</xref>), and this effect may be related to a decrease in the generation of A&#x003B2; by regulating APP, &#x003B1;-secretases (ADAM10 and ADAM17), and BACE1 (Huang J. et al., <xref ref-type="bibr" rid="B30">2019</xref>). It also alleviates A&#x003B2;<sub>25 &#x02212; 35</sub>-induced axonal injury by improving autophagic flux in neurons, increasing A&#x003B2; clearance, activation of autophagy activity, and upregulation of Klotho (Li L. S. et al., <xref ref-type="bibr" rid="B40">2017</xref>; Zhang et al., <xref ref-type="bibr" rid="B83">2017</xref>; Lv et al., <xref ref-type="bibr" rid="B48">2020</xref>), possibly <italic>via</italic> the suppression of ER stress-related PERK signaling pathway, sequentially inhibiting calpain 1, GSK-3&#x003B2;, and Cdk5 activities and eventually reducing the p-tau (Liu et al., <xref ref-type="bibr" rid="B44">2020</xref>). Notably, DNLA improved learning and memory function in elderly normal mice. Based on the results of DNLA in DM and AD, it is shown that DNLA is a potential insulin sensitizer and has neuroprotective effects, which can significantly improve the learning and memory ability of AD model animals. Based on this, we speculate that the anti-AD effect of DNLA is mainly achieved by regulating insulin-related signaling pathways, thereby inhibiting the hyperphosphorylation of tau protein.</p>
</sec>
</sec>
<sec id="s4">
<title>Summary</title>
<p>In short, some of the natural bioactive compounds that have anti-DM effects have some potential in the treatment of AD. Their potential anti-AD ability is mainly based on anti-inflammation, anti-oxidation, regulation of insulin signaling pathway, and intestinal flora. These mechanisms are complex and involve pleiotropic synergistic interactions (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>A simplified schematic diagram representing natural bioactive compounds in AD. From the perspective of T3DM. Grape&#x02014;RES, blueberry&#x02014;PCs, <italic>Coptis chinensis</italic>&#x02014;BBR, and <italic>Dendrobium nobile</italic> Lindl.&#x02014;DNLA.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnagi-15-1130253-g0001.tif"/>
</fig>
<p>Although there are some positive pieces of evidence, there are still many opportunities and challenges, and there are still many issues worthy of discussion. (1) Most of the studies in AD are preclinical studies and lack clinical research data. (2) Evidence from many studies is largely derived from non-target effects such as anti-inflammatory and antioxidant effects. (3) Unavoidable side effects, such as severe hypoglycemia, are even more harmful than AD. (4) The purpose of research and development of such drugs is direct anti-AD drugs and/or adjuvant drugs. (5) Many studies are carried out in the form of pretreatment, and it may be more reasonable to define it as prophylaxis. (6) Some studies only consider the experimental effect, ignoring the feasibility in humans after dose conversion (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>A simplified schematic diagram representing natural bioactive compounds in AD. Although there are some positive pieces of evidence, there are still many opportunities and challenges, and there are still many issues worthy of discussion.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnagi-15-1130253-g0002.tif"/>
</fig>
<p>Despite these problems, we must continue our research. We believe that the clinical research of such drugs should be aimed at some patients with AD, especially for some patients with AD with hyperglycemia as the early manifestation or with diabetes. In addition, in order to avoid excessive influence of non-target effects, it should be similar to the research and development process from guanidine hemisulfate to metformin. The structural modification of natural bioactive compounds could also avoid the occurrence of some side effects. Although bioactive compounds are a long way from being used in clinical drugs, they are still promising as functional food ingredients or adjuvant drugs for AD.</p>
</sec>
<sec sec-type="author-contributions" id="s5">
<title>Author contributions</title>
<p>JH, NH, QM, JS, and YQ contributed to the critical revision of the manuscript and read and approved the submitted version. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="s6">
<title>Funding</title>
<p>This study was supported by the Funds of the National Natural Science Foundation of China (Nos. 82060728 and U18243) and Shijingshan&#x00027;s Tutor Studio of Pharmacology, No. GZS-2016-07.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<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="s7">
<title>Publisher&#x00027;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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