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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>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1077222</article-id>
<article-id pub-id-type="doi">10.3389/fphar.2022.1077222</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>A novel strategy for bioactive natural products targeting NLRP3 inflammasome in Alzheimer&#x2019;s disease</article-title>
<alt-title alt-title-type="left-running-head">Yang 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.2022.1077222">10.3389/fphar.2022.1077222</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Zhiyou</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/431330/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Junxin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2106801/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Wei</surname>
<given-names>Shuai</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="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/588652/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Deng</surname>
<given-names>Jiahang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Feng</surname>
<given-names>Xinyue</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Shucheng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1527431/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Liu</surname>
<given-names>Mingxin</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1911654/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Guangdong Provincial Key Laboratory of Aquatic Product Processing and Safety</institution>, <institution>Guangdong Province Engineering Laboratory for Marine Biological Products</institution>, <institution>Guangdong Provincial Engineering Technology Research Center of Seafood</institution>, <institution>Key Laboratory of Advanced Processing of Aquatic Product of Guangdong Higher Education Institution</institution>, <institution>College of Food Science and Technology</institution>, <institution>Guangdong Ocean University</institution>, <addr-line>Zhanjiang</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Collaborative Innovation Centre of Seafood Deep Processing</institution>, <institution>Dalian Polytechnic University</institution>, <addr-line>Dalian</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>College of Electrical and Information Engineering</institution>, <institution>Guangdong Ocean University</institution>, <addr-line>Zhanjiang</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/1803950/overview">Chuan-Ling Si</ext-link>, Tianjin University of Science and Technology, 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/2088378/overview">Luhui Li</ext-link>, Mudanjiang Medical University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/967014/overview">Allah Nawaz</ext-link>, University of Toyama, Japan</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2017911/overview">Yanhong Shi</ext-link>, Shanghai University of Traditional Chinese Medicine, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Shuai Wei, <email>weishuaiws@126.com</email>; Mingxin Liu, <email>liumx@gdou.edu.cn</email>
</corresp>
<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>09</day>
<month>01</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>1077222</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>12</day>
<month>12</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Yang, Liu, Wei, Deng, Feng, Liu and Liu.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Yang, Liu, Wei, Deng, Feng, Liu and Liu</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), the most common type of dementia, is an ageing-related progressive neurodegenerative brain disorder. Extracellular neuritic plaques composed of misfolded amyloid &#x3b2; (A&#x3b2;) proteins and intracellular neurofibrillary tangles formed by hyperphosphorylated tau protein are the two classical characteristics of AD. A&#x3b2; and tau pathologies induce neurite atrophy and neuronal apoptosis, leading to cognitive, language, and behavioral deficits. For decades, researchers have made great efforts to explore the pathogens and therapeutics of AD; however, its intrinsic mechanism remains unclear and there are still no well-established strategies to restore or even prevent this disease. Therefore, it would be beneficial for the establishment of novel therapeutic strategy to determine the intrinsic molecular mechanism that is interrelated with the initiation and progression of AD. A variety of evidence indicates that neuroinflammation plays a crucial role in the pathogenesis of AD. Nucleotide-binding oligomerization domain (NOD)-like receptor pyrin domain-containing protein 3 (NLRP3) is a key inflammasome sensor of cellular stress and infection that is involved in the innate immune system. In response to a wide range of stimuli like A&#x3b2;, NLRP3 assembles apoptosis-associated speck-like protein (ASC) and procaspase-1 into an inflammasome complex to induce the caspase-1 mediated secretion of interleukin (IL)-1&#x3b2;/IL-18 in M1 polarized microglia, triggering the pathophysiological changes and cognitive decline of AD. Therefore, targeting NLRP3 inflammasome seems an efficient path for AD treatment <italic>via</italic> regulating brain immune microenvironment. Furthermore, accumulating evidence indicates that traditional Chinese medicine (TCM) exerts beneficial effects on AD <italic>via</italic> NLRP3 inflammasome inactivation. In this review, we summarize current reports on the role and activated mechanisms of the NLRP3 inflammasome in the pathogenesis of AD. We also review the natural products for attenuating neuroinflammation by targeting NLRP3 inflammasome activation, which provides useful clues for developing novel AD treatments.</p>
</abstract>
<kwd-group>
<kwd>NLRP3 inflammasome</kwd>
<kwd>Alzheimer&#x2019;s disease</kwd>
<kwd>natural products</kwd>
<kwd>microglia polarization</kwd>
<kwd>neuroinflammation</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Approximately 50 million people worldwide live with dementia, and this is projected to increase to 152 million by 2050. Alzheimer&#x2019;s disease (AD) is a progressive neurodegenerative disease which accounts for 60%&#x2013;70% of dementia. Currently, China has about 9.5 million AD patients, the highest in the world (<xref ref-type="bibr" rid="B42">Livingston et al., 2020</xref>). Extracellular neuritic A&#x3b2; plaques and intracellular neurofibrillary tangles (NFTs) in the brain are two pathological hallmarks of AD. The clinical characteristics of AD patients include memory and cognitive dysfunction, and language and behavioral disorders (<xref ref-type="bibr" rid="B18">Feng et al., 2020</xref>). Neuritic plaques comprise misfolded A&#x3b2; fibril proteins generated from A&#x3b2; precursor proteins (APP) by &#x3b2;- and &#x3b3;-secretase, while NFTs are accumulated and deposited by hyperphosphorylated tau protein. Although several hypotheses&#x2014;including the amyloid hypothesis, the tau hypothesis, inflammation hypothesis, microglial glucose metabolism disruption hypothesis, and autoimmune disorder hypothesis&#x2014;have been proposed to explain the pathogenesis of AD, the detailed mechanism underlying neuronal loss and cognitive deficits in AD remains elusive.</p>
<p>Recently, growing evidence has supported a critical role for immune regulation in the progression or even initiation of AD. APP-&#x3b1; or A&#x3b2; fibrils trigger the activation of microglia and enhance their production of neurotoxins, such as inducible nitric oxide synthase (iNOS) and interleukin (IL)-1&#x3b2; (<xref ref-type="bibr" rid="B7">Barger and Harmon, 1997</xref>). The secreted IL-1&#x3b1;, tumor necrosis factor (TNF), and complement component 1q (C1q) from activated microglia induce the polarization of A1 astrocytes, which contribute to the death of neurons and oligodendrocytes in AD (<xref ref-type="bibr" rid="B39">Liddelow et al., 2017</xref>). IL-1&#x3b2;, one of the main mediators of innate immune response, is elevated in the brain of AD patients and can be associated with the progression and early onset of AD. Inflammasomes are involved in initiating and sustaining the innate immune response in the peripheral and central nervous system. NLRP3 is highly expressed in microglia, and it is intercorrelated with an assortment of chronic inflammatory diseases for sensing danger-associated molecular patterns and aggregated proteins including A&#x3b2; (<xref ref-type="bibr" rid="B18">Feng et al., 2020</xref>). Once microglia are stimulated by A&#x3b2;, NLRP3 recruits adaptor protein ASC and procaspase-1 into an inflammasome complex, which is important for the cleavage of procaspase-1 into an inflammasome effector protein caspase-1 <italic>via</italic> autocatalysis. Subsequently, the proinflammatory cytokines&#x2014;especially pro-IL-18 and pro-IL-1&#x3b2;&#x2014;will be cleaved by caspase-1 into mature forms of IL-18 and IL-1&#x3b2;, eventually resulting in immune responses, neuronal death, and pyroptosis (<xref ref-type="bibr" rid="B38">Liang et al., 2022</xref>). In APP/(presenilin-1) PS1 transgenic mice, NLRP3 inflammasome activation mediates microglia to exhibit an inflammatory M1 phenotype, which exerts a low expression of degradation enzymes and is unable to engulf and degrade A&#x3b2;, resulting in increased A&#x3b2; deposits (<xref ref-type="bibr" rid="B66">Yang et al., 2019a</xref>). Knockout of microglial NLRP3 or caspase-1 polarize microglia into M2 phenotype is accompanied by enhanced A&#x3b2; clearance and improved learning and cognitive memory function (<xref ref-type="bibr" rid="B26">Heneka et al., 2013</xref>). These results indicate that suppressing NLRP3 inflammasome activation may reduce neuroinflammation and ameliorate the pathophysiological processes of AD, and may therefore be a novel therapeutic strategy for AD. Although the mechanisms of NLRP3 inflammasome activation have been reviewed (<xref ref-type="bibr" rid="B68">Zhang et al., 2020a</xref>; <xref ref-type="bibr" rid="B69">Zhang et al., 2020b</xref>), the mechanism of inflammasome activation has not been fully understood, as well as the relationship between microglia and AD pathologies.</p>
<p>Generally speaking, natural medicine-derived therapeutic agents are superior to structural modified synthetic drugs for their higher safety and fewer side effects. Current evidence indicates that natural products and their bioactive molecules are promising potential drug leads for the treatment of AD <italic>via</italic> inhibiting NLRP3 inflammasome mediated neuroinflammation (<xref ref-type="bibr" rid="B5">Bagherniya et al., 2021</xref>). Some reviews have summarized medicinal plants and natural products as NLRP3 inhibitors (<xref ref-type="bibr" rid="B5">Bagherniya et al., 2021</xref>) and natural inhibitors targeting AD and Parkinson&#x2019;s disease (<xref ref-type="bibr" rid="B35">Lee et al., 2021</xref>); however, the inhibitors, including formulas, extracts, and single molecules, were not fully reviewed. Therefore, we here summarize the activation mechanism of the NLRP3 inflammasome and its pathological role in AD by searching for the words &#x201c;inflammasome&#x201d; and &#x201c;Alzheimer&#x2019;s disease&#x201d; in databases including Web of Science, PubMed, Google Scholar, Sci-hub, and SciFinder. In addition, we attempt to update the current knowledge of the existed natural products that target NLRP3 inflammasome for AD by searching for &#x201c;inflammasome&#x201d;, &#x201c;Alzheimer&#x2019;s disease&#x201d;, and &#x201c;compound/natural products/formula/extracts&#x201d;. The references collected range from 1989 to 2022.</p>
</sec>
<sec id="s2">
<title>2 The activating of NLRP3 inflammasome in microglia of AD</title>
<p>The NLRP3 inflammasome mediates the activation and secretion of pro-inflammatory cytokines by immune cells, especially microglia in the brain (<xref ref-type="bibr" rid="B22">Hanslik and Ulland, 2020</xref>). Initiating and activating signals are required to activate NLRP3 inflammasome. Damage-associated molecular patterns (DAMPs) or pathogen-associated molecular patterns (PAMPs), the classical initiation signals, induce the transcription of pro-IL-1&#x3b2;, pro-IL-18, and NLRP3 <italic>via</italic> TLR/IL-1R/MyD88 dependent NF-&#x3ba;B activation (<xref ref-type="bibr" rid="B65">Yang et al., 2020</xref>). Subsequently, various activating signals, including reactive oxygen species (ROS), efflux of potassium or chloride ions, and lysosomal damage, promote the formation of NLRP3 inflammasome, including sensor protein NLRP3 and apoptosis-associated speck-like protein (ASC) containing a caspase recruitment domain. Assembled ASC forms a multimeric complex, commonly called &#x201c;speck,&#x201d; which activates procaspase-1 to cleave pro-IL-1&#x3b2; and pro-IL-18 proteins into their mature forms (<xref ref-type="bibr" rid="B55">Swanson et al., 2019</xref>).</p>
<p>In AD, small A&#x3b2; oligomers and protofibrils directly interact with NLRP3 and promote NLRP3 and ASC interaction in a cell free system (<xref ref-type="bibr" rid="B46">Nakanishi et al., 2020</xref>) and induce NLRP3 inflammasome activation in primary microglia (<xref ref-type="bibr" rid="B43">Lu&#x10d;i&#x16b;nait&#x117; et al., 2020</xref>). In the initiation signals of A&#x3b2;-induced NLRP3 activation, aggregated A&#x3b2; binds to TLR4 and forms complexes, triggering TLR/MyD88 dependent activation of NF-&#x3ba;B and promoting the translocation of NF-&#x3ba;B from the cytoplasm to the nucleus. The transcription of pro-interleukin (IL)-1&#x3b2;, pro-IL-18, and NLRP3 are subsequently initiated (<xref ref-type="fig" rid="F1">Figure 1</xref>). MyD88-deficiency decreases microglial activation and cerebral A&#x3b2; deposits and improves spatial learning in APPswe/PS1dE9 mice (<xref ref-type="bibr" rid="B40">Lim et al., 2012</xref>). MyD88 deficiency consistently enhances A&#x3b2; peptide phagocytosis by microglia/macrophages and inflammatory activation <italic>in vitro</italic>, microglial replenishment with MyD88 deficient bone marrow cells, improves cognitive functions by enhancing A&#x3b2; phagocytosis, and reduces inflammatory activation in AD mouse models&#x2014;including APP/PS1 and TgCRND8 mice (<xref ref-type="bibr" rid="B23">Hao et al., 2011</xref>). Furthermore, the secreted IL-1&#x3b2; binds to IL-1R and accelerates NLRP3 transcription through IL-1R/MyD88/NF-&#x3ba;B signaling (<xref ref-type="bibr" rid="B69">Zhang et al., 2020b</xref>). TRAF6 deficiency specifically inhibits TLR/IL-1R priming-initiated caspase-1 cleavage, pyroptosis, and the secretion of presynthesized IL-18, indicating the critical role of TRAF6 in the formation of NLRP3 inflammasome (<xref ref-type="bibr" rid="B63">Xing et al., 2017</xref>). Collectively, the findings suggest that TLR4/IL-1R-MyD88-TRAF6 signaling is involved in the initiation signals of NLRP3 inflammasome activation in AD mouse models (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Possible mechanisms of NLRP3 activation in microglia. In the initiation signal, A&#x3b2; fibrils bind to TLR, and drive the transcription of NLRP3, pro-IL-1&#x3b2;, and pro-IL-18 <italic>via</italic> NF-&#x3ba;B signaling. In the activating signal, the lysosomal-rupture pathway and ROS generation pathway are the two classical routes for NLRP3-mediated caspase-1 activation. The phagocytosis of aggregated A&#x3b2; by microglia triggers lysosomal rupture and the subsequent release of cathepsin B into the cytosol. In addition, A&#x3b2; triggers Ca2<sup>&#x2b;</sup> influx <italic>via</italic> TRPM2 and activates NADPH oxidase and Syk, subsequently inducing mitochondrial fragmentation and the generation of ROS. Therefore, the stimuli&#x2014;including ROS and cathepsin B&#x2014;drive the dispersed transGolgi network (dTGN) to recruit NLRP3 through ionic bonding, leading to adaptor protein ASC polymerization and downstream signaling activation.</p>
</caption>
<graphic xlink:href="fphar-13-1077222-g001.tif"/>
</fig>
<p>In the activating signal, the lysosomal rupture pathway and the ROS generation pathway are the two classical routes for NLRP3-mediated caspase-1 activation in AD (<xref ref-type="fig" rid="F1">Figure 1</xref>). When aggregated A&#x3b2; is phagocytosed by microglia, phagosome combines with lysosome, leading to lysosomal rupture and the subsequent release of cathepsin B into the cytosol. The lysosomal rupture alone can be an endogenous signal for NLRP3 activation, thus stimulating caspase-1 maturation and IL-1&#x3b2;/18, as well as ASC speck secretion (<xref ref-type="bibr" rid="B21">Halle et al., 2008</xref>). ASC specks bind to A&#x3b2; and seed the surrounding parenchyma, leading to further A&#x3b2; aggregation. Aggregated A&#x3b2; in turn bind to TLR and induce the activation of the MyD88 pathway. ROS production is another way to activate NLRP3 and caspase-1 and is dependent on mitochondrial function (<xref ref-type="bibr" rid="B70">Zhou et al., 2011</xref>). A&#x3b2; oligomer-induced IL-1&#x3b2; secretion is dose-dependently decreased by the ROS scavenger N-acetylcysteine, while an NADPH oxidase-specific inhibitor, gp91ds-tat, also dose-dependently decreased A&#x3b2; oligomer-induced IL-1&#x3b2; secretion as well as caspase-1 activity, indicating that A&#x3b2; oligomer-induced IL-1&#x3b2; secretion is partially dependent on NADPH oxidase (<xref ref-type="bibr" rid="B47">Parajuli et al., 2013</xref>). Meanwhile, A&#x3b2;42 activates spleen tyrosine kinase (Syk), leading to the inhibition of AMPK phosphorylation in mouse primary microglia. This signaling induces mitochondrial fragmentation and generation of ROS, thereby activating the NLRP3 inflammasome. The inhibition of spleen tyrosine kinase (Syk) and activation of AMPK protects A&#x3b2;42-induced mitochondrial hyperfission and inflammasome activation in LPS-primed microglia (<xref ref-type="bibr" rid="B31">Jung et al., 2022</xref>). In addition, high expression of ROS activates the transient receptor-potential melastatin 2 (TRPM2) channels, causing intracellular calcium increment; TRPM2 deficiency inhibits caspase-1 activation in microglial cells, signifying the role of TRPM2 channel in ROS-induced NLRP3 activation after exposure to A&#x3b2; (<xref ref-type="bibr" rid="B3">Aminzadeh et al., 2018</xref>). Furthermore, A&#x3b2; exposure triggers microglia metabolic reprogramming from oxidative phosphorylation to glycolysis in mTOR-HIF-1&#x3b1;-dependent signaling, ultimately leading to the decreased production of lactate and a disrupted NAD<sup>&#x2b;</sup>/NADH ratio, promoting mitochondrial ROS production and NLRP3 inflammasome activation (<xref ref-type="bibr" rid="B6">Baik et al., 2019</xref>; <xref ref-type="bibr" rid="B28">Hughes and O&#x27;Neill, 2018</xref>). How, then, do these stimuli activate NLRP3? Golgi apparatus has a critical role in this process. NLRP3 is recruited to the dispersed transGolgi network (dTGN) through ionic bonding between its conserved polybasic region and negatively charged phosphatidylinositol-4-phosphate (PtdIns4P) on the dTGN. NLRP3 is then aggregated into multiple puncta by the scaffold effects of dTGN, leading to polymerization of the adaptor protein ASC, thereby activating the downstream signaling (<xref ref-type="bibr" rid="B10">Chen J and Chen ZJ, 2018</xref>).</p>
<p>The final activation of NLRP3 inflammasome promotes the cleavage of procaspase-1 into activated caspase-1, and the subsequent secretion of inflammatory factors IL-1&#x3b2;, IL-18, as well as of ASC specks in AD. Taken together, the mechanisms of A&#x3b2;-induced activation of NLRP3 inflammasome might be more complex, thus requiring this detailed and precise mechanism need to be investigated to clarify the crosstalk between NLRP3 activation and other signaling pathways in AD.</p>
</sec>
<sec id="s3">
<title>3 The role of NLRP3 inflammasome in the initiation and progression of AD</title>
<p>Microglia can be divided into the classical M1 phenotype and the alternative M2 phenotype (<xref ref-type="bibr" rid="B56">Tang and Le, 2016</xref>). M1 microglia express iNOS and CD16/32 marker proteins, while M2 express CD206, Arginase I, and Ym1 (<xref ref-type="bibr" rid="B66">Yang et al., 2019a</xref>). M1 microglia secrete pro-inflammatory cytokines such as IL-1&#x3b2; and IL-18, which promote neuroinflammation and neuronal apoptosis. M2 microglia polarization contributes to the release of anti-inflammatory cytokines such as IL-4 and IL-10, resulting in anti-neuroinflammation, neurite regeneration, and oligodendrogenesis. A&#x3b2; is a representative M1 microglial stimuli (<xref ref-type="bibr" rid="B67">Yang et al., 2019b</xref>). In animal models of AD, activated M1 microglia (release of IL-1&#x3b2; and TNF-&#x3b1;) are significantly increased, while M2 microglia (release of IGF-1 and IL-10) are decreased (<xref ref-type="bibr" rid="B61">Wei and Li, 2022</xref>); a similar situation is observed in human AD brains (<xref ref-type="bibr" rid="B58">Walker and Lue, 2015</xref>). Furthermore, A&#x3b2; degradation enzymes, neprilysin, and insulin degradation enzyme are downregulated in iNOS<sup>&#x2b;</sup>CD206<sup>-</sup> M1 microglia and upregulated in iNOS<sup>&#x2212;</sup>CD206<sup>&#x2b;</sup> M2 microglia after treatment of naringenin to primary mouse cortical microglia, indicating that M2 microglia is important for phagocytosis and the degradation of A&#x3b2; plaques (<xref ref-type="bibr" rid="B66">Yang et al., 2019a</xref>).</p>
<p>TLR4 is an initial signal for the transcription of NLRP3 and pro-IL-1&#x3b2; after binding with A&#x3b2;. TLR4 inhibition provides neuroprotection and promotes a microglial switch from the inflammatory M1 phenotype to the protective M2 phenotype in APP/PS1 transgenic AD mice, accompanied by a reduction of MyD88, NF-&#x3ba;B, and NLRP3 (<xref ref-type="bibr" rid="B13">Cui et al., 2020</xref>). A&#x3b2; fibrils promote IL-1&#x3b2; release in an NLRP3- and ASC-dependent manner in cultured microglia (<xref ref-type="bibr" rid="B21">Halle et al., 2008</xref>). Reports have also shown that caspase-1 and IL-1&#x3b2; are elevated in activated microglia from the brains of AD animals and patients (<xref ref-type="bibr" rid="B19">Griffin et al., 1989</xref>; <xref ref-type="bibr" rid="B26">Heneka et al., 2013</xref>). Knockout of NLRP3 leads to decreased A&#x3b2; levels and the deposition and amelioration of memory deficits in APP/PS1/NLRP3<sup>&#x2212;/&#x2212;</sup> mice. The M2 microglial phenotype is significantly increased in NLRP3 knockout mice, and thus promotes the phagocytosis and clearance of A&#x3b2; plaques (<xref ref-type="bibr" rid="B26">Heneka et al., 2013</xref>). NLRP3 inflammasome inhibitor Mcc950 ameliorates synaptic plasticity deficits in a McGill-R-Thy1-APP rat model of AD, indicating the damaging effects of NLRP3 inflammasome in synaptic dysfunction (<xref ref-type="bibr" rid="B48">Qi et al., 2018</xref>). Excessive NLRP3 activation and elevated IL-1&#x3b2; levels in microglia also promote tau hyperphosphorylation, neurofibrillary tangles, and synaptic dysfunction in AD by inducing a detrimental chronic inflammatory reaction (<xref ref-type="bibr" rid="B52">Sheng et al., 2000</xref>; <xref ref-type="bibr" rid="B25">Heneka, 2017</xref>). Knockout of NLRP3 consistently reduces levels of tau hyperphosphorylation in the hippocampus and rescues the spatial memory deficits present in Tau22 mice. Meanwhile, the activity of tau phosphorylation-regulated kinases such as CaMKII-&#x3b1; was inhibited and that of PP2A was promoted in Tau22/Nlrp3<sup>&#x2212;/&#x2212;</sup> mice. Tau hyperphosphorylation in the CA1 region was highly induced in APP/PS1 brain homogenate-injected Tau22 but not Tau22/Nlrp3<sup>&#x2212;/&#x2212;</sup> mice (<xref ref-type="bibr" rid="B29">Ising et al., 2019</xref>). Thus, microglia and NLRP3 inflammasome activation play a key role in tau pathologies and are involved in the beta amyloid-cascade initiation of AD (<xref ref-type="bibr" rid="B68">Zhang et al., 2020a</xref>).</p>
<p>The intrahippocampal injection of ASC specks in APP/PS1 mice induces the spread of A&#x3b2; deposits, while ASC deficiency inhibits the spread of A&#x3b2; and ameliorated cognitive deficits in APP/PS1 mice (<xref ref-type="bibr" rid="B57">Venegas et al., 2017</xref>). Thus, a release of ASC specks from pyroptotic microglia occurred after NLRP3 inflammasome activation; these are packed with A&#x3b2; in prion-like seeding and aggregate the activated microglia, leading to AD progression. In early AD patients, ASC-bound A&#x3b2; is found in the brain, and levels of IL-1&#x3b2; and caspase-1 activity are significantly increased, supporting the above hypothesis (<xref ref-type="bibr" rid="B57">Venegas et al., 2017</xref>). In addition, Tau aggregates also acting as prion-like Tau seeds can activate NLRP3-ASC inflammasome, while ASC deficiency decreases non-exogenously seeded Tau pathology in Tau transgenic mice (<xref ref-type="bibr" rid="B54">Stancu et al., 2019</xref>).</p>
<p>These studies shed further light on the possible functional mechanisms of the activated NLRP3 inflammasome in the pathogenesis and progression of AD (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>The role of NLRP3 inflammasome in the pathophysiological processes of Alzheimer&#x2019;s disease (AD). A&#x3b2; drives a microglial switch from the protective M2 to the inflammatory M1 phenotypes after binding with TLR4, while NLRP3 knockout reverses it. M1 microglia show decreased phagocytosis ability and low expression of A&#x3b2; degradation enzymes, leading to A&#x3b2; deposits. Meanwhile, secreted ASC specks from pyroptotic microglia bind to A&#x3b2; and seed the surrounding cells to further A&#x3b2; aggregation. IL-1&#x3b2; released from M1 microglia enhances the activity of GSK-3&#x3b2; and CaMKII&#x3b1; enzymes and inhibits PP2A activity in neurons, with phosphorylate tau forming paired helical filament (PHF)-tau and neuronal fibrillary tangles.</p>
</caption>
<graphic xlink:href="fphar-13-1077222-g002.tif"/>
</fig>
</sec>
<sec id="s4">
<title>4 Natural products as potential inflammasome inhibitors for the treatment of AD</title>
<p>Microglial NLRP3 inflammasome activation is a crucial node that probably promotes or even initiates the pathogenesis of AD. Reports have shown that NLRP3 or caspase-1 knockout remarkably increases A&#x3b2; clearance and alleviates cognitive impairment in an AD mouse model (<xref ref-type="bibr" rid="B26">Heneka et al., 2013</xref>). This suggests that inflammasome activation plays an important role in the development of cognitive dysfunctions and pathological changes in AD mice. Thus, the intervention of NLRP3 inflammasome activation at the molecular level may be a novel therapy for AD. In the following section, we review and summarize in detail the role of natural medicine-derived therapeutic NLRP3 inflammasome inhibitors in the treatment of AD (<xref ref-type="table" rid="T1">Table 1</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Formula, medicinal mixture, extracts, and natural occurring compounds for AD treatment by targeting NLRP3 inflammasome.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Name</th>
<th align="center">Composition/Type</th>
<th align="center">Cell or animal model</th>
<th align="center">Administered method</th>
<th align="center">Main outcome</th>
<th align="center">Ref.</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td colspan="6" align="center">Formula or medicinal mixture</td>
</tr>
<tr>
<td align="left">MBN</td>
<td align="center">&#x2014;</td>
<td align="center">5&#xd7;FAD mice</td>
<td align="center">40&#xa0;mg/kg/day, p.o. for 16&#xa0;weeks</td>
<td align="center">Inhibition of procaspase-1</td>
<td align="center">
<xref ref-type="bibr" rid="B32">Kim et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">Amelioration of memory impairment</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Shaoyao Gancao Tang</td>
<td align="center">&#x2014;</td>
<td align="center">3&#xd7;Tg-AD mice</td>
<td align="center">0.4% in drinking water for 14&#xa0;weeks</td>
<td align="center">Reduced NLRP3, A&#x3b2;, and Tau</td>
<td align="center">
<xref ref-type="bibr" rid="B11">Chiu et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">Improved working and spatial memory</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Bushen-Yizhi</td>
<td align="center">&#x2014;</td>
<td align="center">SAMP8 mice</td>
<td align="center">1.46, 2.92, and 5.84&#xa0;g/kg/day, p.o. for 30&#xa0;days</td>
<td align="center">Reduced ASC, NLRP3, iNOS, IL-1&#x3b2;, IL-18, and caspase-1</td>
<td align="center">
<xref ref-type="bibr" rid="B27">Hou et al. (2018)</xref>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">Attenuation of cognitive impairment</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Jiedu-Yizhi</td>
<td align="center">&#x2014;</td>
<td align="center">Hippocampal CA1 A&#x3b2;25-35 injected rats</td>
<td align="center">3.6, 7.2, and 14.4&#xa0;g/kg/day, p.o. for 8&#xa0;weeks</td>
<td align="center">Decreased A&#x3b2; deposition, NLRP3, caspase-1, IL-1&#x3b2;, and IL-18</td>
<td align="center">
<xref ref-type="bibr" rid="B59">Wang et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">Rescue cognitive function</td>
<td align="left"/>
</tr>
<tr>
<td colspan="6" align="center">Extracts of natural medicines</td>
</tr>
<tr>
<td align="left">
<italic>Ginkgo biloba</italic> extract</td>
<td align="center">&#x2014;</td>
<td align="center">TgCRND8 APP mice</td>
<td align="center">Diet with 600&#xa0;mg/kg (0.6%) for 5&#xa0;months</td>
<td align="center">Cognitive function improved</td>
<td align="center">
<xref ref-type="bibr" rid="B41">Liu et al. (2015)</xref>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">TNF-&#x3b1; and IL-1&#x3b2; decreased; caspase-1 activity and NLRP3 decreased</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Epimedii Folium and Curculiginis</td>
<td align="center">&#x2014;</td>
<td align="center">Dorsal hippocampus A&#x3b2;1-42 injected rats</td>
<td align="center">2 and 6&#xa0;g/kg/day, p.o. for 30&#xa0;days</td>
<td align="center">TNF-&#x3b1;, IL-1&#x3b2;, and IL-6 decreased</td>
<td align="center">
<xref ref-type="bibr" rid="B34">Lan et al. (2017)</xref>
</td>
</tr>
<tr>
<td align="left">Rhizoma</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">MyD88, NLRP3 inflammasome, and cathepsin B decreased</td>
<td align="left"/>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">Cognitive function improved</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Lychee seed polyphenol</td>
<td align="center">&#x2014;</td>
<td align="center">A&#x3b2;1-42 induced BV2 cells</td>
<td align="center">50, 100, 200&#xa0;mg/kg/day, p.o. for 60&#xa0;days</td>
<td align="center">NLRP3, ASC, cleaved caspase-1, and IL-1&#x3b2; decreased</td>
<td align="center">
<xref ref-type="bibr" rid="B49">Qiu et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="center">APP/PS1 mice</td>
<td align="left"/>
<td align="center">Cognitive function improved</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Lychee seed polyphenol</td>
<td align="center">&#x2014;</td>
<td align="center">APP/PS1 mice</td>
<td align="center">175, 350, 700&#xa0;mg/kg/day, p.o. for 5&#xa0;weeks</td>
<td align="center">Cognitive function improved</td>
<td align="center">
<xref ref-type="bibr" rid="B64">Xiong et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">NLRP3 inflammasome inactivation</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Virgin coconut oil</td>
<td align="center">&#x2014;</td>
<td align="center">Icv injection of A&#x3b2;1-40 in Wistar rats</td>
<td align="center">Diet with 8% and 10% VCO for 8&#xa0;weeks</td>
<td align="center">IL-1&#x3b2;, caspase-1, and NLRP3 decreased</td>
<td align="center">
<xref ref-type="bibr" rid="B44">Mirzaei et al. (2018)</xref>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">Spatial memory and learning ability improved</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Oleocanthal (OC) and extra-virgin olive oil (EVOO)</td>
<td align="center">&#x2014;</td>
<td align="center">TgSwDI mice</td>
<td align="center">Diet with 0.714&#xa0;g/kg/day EVOO for 3&#xa0;months</td>
<td align="center">Improved BBB tightness</td>
<td align="center">
<xref ref-type="bibr" rid="B2">Al Rihani et al. (2019)</xref>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">Reduction of A&#x3b2; load, plaques, p-tau, IL-1&#x3b2;, and oxidative stress</td>
<td align="left"/>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">NLRP3 and caspase-1 decreased</td>
<td align="left"/>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">Memory and learning ability improved</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Oleuropein-rich olive leaf extract</td>
<td align="center">&#x2014;</td>
<td align="center">5&#xd7;FAD mice</td>
<td align="center">Diet with 695&#xa0;&#x3bc;g/kg/day for 3&#xa0;months</td>
<td align="center">Inhibition of NLRP3 activation</td>
<td align="center">
<xref ref-type="bibr" rid="B1">Abdallah et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">Reduced A&#x3b2; levels, enhanced BBB integrity and function</td>
<td align="left"/>
</tr>
<tr>
<td align="left">
<italic>Picrorhiza kurroa</italic>
</td>
<td align="center">&#x2014;</td>
<td align="center">5&#xd7;FAD mice</td>
<td align="center">200&#xa0;mg/kg/day, p.o. for 8&#xa0;weeks</td>
<td align="center">Memory function improved</td>
<td align="center">
<xref ref-type="bibr" rid="B33">Kim et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">IL-1&#x3b2;, procaspase-1, NLRP3 decreased</td>
<td align="left"/>
</tr>
<tr>
<td align="left">
<italic>Hericium erinaceus</italic>
</td>
<td align="center">&#x2014;</td>
<td align="center">AlCl<sub>3</sub> intraperitoneally injected rats</td>
<td align="center">200&#xa0;mg/kg/day, i.p. for 6&#xa0;weeks</td>
<td align="center">Memory functions and learning improved</td>
<td align="center">
<xref ref-type="bibr" rid="B12">Cordaro et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">Reduction of A&#x3b2;, p-tau, NLRP3, caspase-1, IL-1&#x3b2;, and IL-18</td>
<td align="left"/>
</tr>
<tr>
<td colspan="6" align="center">Single compounds</td>
</tr>
<tr>
<td align="left">Artemisinin</td>
<td align="center">Terpenoid</td>
<td align="center">APP/PS1 mice</td>
<td align="center">40&#xa0;mg/kg/day, i.p. for 30&#xa0;days</td>
<td align="center">NF-&#x3ba;B activity decreased</td>
<td align="center">
<xref ref-type="bibr" rid="B53">Shi et al. (2013)</xref>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">NALP3 and IL-1&#x3b2; decreased</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Ginkgolide B</td>
<td align="center">Terpenoid</td>
<td align="center">LPS-induced BV2 cell model</td>
<td align="center">25, 50, or 100&#xa0;mg/kg/day, p.o. for 21&#xa0;days</td>
<td align="center">Learning and memory behavioral improved</td>
<td align="center">
<xref ref-type="bibr" rid="B51">Shao et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="center">SAMP8 mice</td>
<td align="left"/>
<td align="center">M2 microglial polarization; caspase-1 and NLRP3 decreased</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Oridonin</td>
<td align="center">Terpenoid</td>
<td align="center">Icv injection of A&#x3b2;1-42 in mice</td>
<td align="center">10&#xa0;mg/kg/day, i.p. for 15&#xa0;days</td>
<td align="center">Inhibits NLRP3 inflammasome</td>
<td align="center">
<xref ref-type="bibr" rid="B60">Wang et al. (2016)</xref>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">Learning and memory deficits improved</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Carnosic acid</td>
<td align="center">Terpenoid</td>
<td align="center">A&#x3b2; induced human iPSC-derived microglia</td>
<td align="center">2&#xa0;&#x3bc;M</td>
<td align="center">Reduction of IL-1&#x3b2;</td>
<td align="center">
<xref ref-type="bibr" rid="B50">Satoh et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="left">Dihydromyricetin</td>
<td align="center">Flavonoid</td>
<td align="center">APP/PS1</td>
<td align="center">1&#xa0;mg/kg/day, i.p. for 14 and 28&#xa0;days</td>
<td align="center">Inhibition of activated microglia</td>
<td align="center">
<xref ref-type="bibr" rid="B16">Feng et al. (2018)</xref>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">Reduction of caspase-1, IL-1&#x3b2;, NLRP3 inflammasome, and A&#x3b2;</td>
<td align="left"/>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">Cognitive deficits amelioration</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Baicalin</td>
<td align="center">Flavonoid</td>
<td align="center">APP/PS1</td>
<td align="center">103&#xa0;mg/kg/day, p.o. for 33&#xa0;days</td>
<td align="center">Learning and memory deficits improved</td>
<td align="center">
<xref ref-type="bibr" rid="B30">Jin et al. (2019)</xref>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">IL-1&#x3b2; and IL18 decreased</td>
<td align="left"/>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">NLRP3 inflammasomes and TLR4/NF-&#x3ba;B signaling inhibited</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Resveratrol</td>
<td align="center">Flavonoid</td>
<td align="center">A&#x3b2;1&#x2212;42-induced BV2 cell model</td>
<td align="center">Cotreatment of A&#x3b2;1&#x2212;42 (20&#xa0;&#x3bc;g/ml) and resveratrol (10 or 50&#xa0;nM) for 24&#xa0;h</td>
<td align="center">TNF-&#x3b1;, IL-6, IL-1&#x3b2;, and cleaved caspase-1 decreased</td>
<td align="center">
<xref ref-type="bibr" rid="B17">Feng and Zhang (2019)</xref>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">TXNIP and NLRP3 protein expression decreased</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Quercetin</td>
<td align="center">Flavonoid</td>
<td align="center">SAMP8 mice</td>
<td align="center">35 or 70&#xa0;mg/kg/day, p.o. for 4&#xa0;weeks</td>
<td align="center">Cleaved-caspase 1, IL-1&#x3b2;, and IL-18 decreased</td>
<td align="center">
<xref ref-type="bibr" rid="B36">Li et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">Learning and memory improved</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Flavocoxid</td>
<td align="center">Flavonoid</td>
<td align="center">3&#xd7;Tg-AD mice</td>
<td align="center">20&#xa0;mg/kg/day, i.p. for 3&#xa0;months</td>
<td align="center">Decreased A&#x3b2; deposition, NLRP3, IL-1&#x3b2;, and p-Tau</td>
<td align="center">
<xref ref-type="bibr" rid="B8">Bitto et al. (2017)</xref>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">Cognitive functions improved</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Liquiritigenin</td>
<td align="center">Flavonoid</td>
<td align="center">APP/PS1 mice</td>
<td align="center">30&#xa0;mg/kg/day, i.p. for 3&#xa0;months</td>
<td align="center">Reduction of NLRP3 and cleaved caspase-1</td>
<td align="center">
<xref ref-type="bibr" rid="B14">Du et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">Spatial learning and memory function improved</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Eriodictyol</td>
<td align="center">Flavonoid</td>
<td align="center">Hippocampal A&#x3b2;25-35 injected mice</td>
<td align="center">10&#xa0;mg/kg/day, p.o. for 4&#xa0;weeks</td>
<td align="center">NLRP3, caspase-1, ASC, IL-1&#x3b2;, IL-18, A&#x3b2;, and p-tau decreased</td>
<td align="center">
<xref ref-type="bibr" rid="B20">Guo et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">Improved memory and cognitive function</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Homoeriodictyol</td>
<td align="center">Flavonoid</td>
<td align="center">Hippocampal A&#x3b2;25-35 injected mice</td>
<td align="center">10&#xa0;mg/kg/day, p.o. for 4&#xa0;weeks</td>
<td align="center">NLRP3, caspase-1, ASC, IL-1&#x3b2;, IL-18, A&#x3b2;, and p-tau decreased</td>
<td align="center">
<xref ref-type="bibr" rid="B20">Guo et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">Improved memory and cognitive function</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Nobiletin</td>
<td align="center">Flavonoid</td>
<td align="center">APP/PS1 mice</td>
<td align="center">Diet with 0.1% nobiletin for 15&#xa0;months</td>
<td align="center">Reduction of NLRP3 proteins</td>
<td align="center">
<xref ref-type="bibr" rid="B62">Wirianto et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">Inhibition of IL-1&#x3b2; and IL-18 mRNA</td>
<td align="left"/>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">Improved memory function</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Thonningianin A</td>
<td align="center">Flavonoid</td>
<td align="center">APP/PS1 mice</td>
<td align="center">0.25, 0.5, and 1.0&#xa0;mg/kg, i.p. for 2&#xa0;months</td>
<td align="center">NLRP3, caspase-1, IL-1&#x3b2;, and A&#x3b2; decreased</td>
<td align="center">
<xref ref-type="bibr" rid="B71">Zhou et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">Learning and memory improved</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Pterostilbene</td>
<td align="center">Polyphenol</td>
<td align="center">A&#x3b2;1&#x2212;42-induced BV2 cell model</td>
<td align="center">Cotreatment of A&#x3b2;1&#x2212;42 (5&#xa0;&#x3bc;M) and pterostilbene (5 or 10&#xa0;&#x3bc;M) for 24&#xa0;h</td>
<td align="center">TNF-&#x3b1;, IL-1&#x3b2;, and IL-6 decreased</td>
<td align="center">
<xref ref-type="bibr" rid="B37">Li et al. (2018)</xref>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">Reduction of caspase-1 and NLRP3</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Sulforaphane</td>
<td align="center">Isothiocyanate</td>
<td align="center">A&#x3b2;1&#x2013;42-induced THP-1 macrophage</td>
<td align="center">Cotreatment of A&#x3b2;1&#x2212;42 (10&#xa0;&#x3bc;M) and sulforaphane (5&#xa0;&#x3bc;M) for 16&#xa0;h</td>
<td align="center">IL-1&#x3b2; decreased</td>
<td align="center">
<xref ref-type="bibr" rid="B4">An et al. (2016)</xref>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">NLRP3 protein expression decreased</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Astaxanthin</td>
<td align="center">Carotenoid</td>
<td align="center">APP/PS1 mice</td>
<td align="center">Diet with 0.2% astaxanthin for 60&#xa0;days</td>
<td align="center">TNF-&#x3b1;, IL-1&#x3b2;, NLRP3, ASC, and caspase-1 decreased</td>
<td align="center">
<xref ref-type="bibr" rid="B9">Che et al. (2018)</xref>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">Learning and memory enhanced</td>
<td align="left"/>
</tr>
</tbody>
</table>
</table-wrap>
<sec id="s4-1">
<title>4.1 Traditional Chinese medicine formulations</title>
<p>Traditional Chinese medicine (TCM) has long been used in China and elsewhere. TCM formulas have been considered as potential therapeutic interventions for the prevention and treatment of AD due to their advantaged characteristics including multi-targeting, less toxic side effects, and multi-pathways. Currently, TCM formulas have been shown to be potent in modulating NLRP3 inflammasome activation by regulating its associated proteins and pathogens, such as ASC, caspase-1, IL-1&#x3b2;, ROS, NF-&#x3ba;B, and toll-like receptor 4.</p>
<p>A nutritional mixture (MBN) consisted of <italic>cassia bark</italic> (36.6%), <italic>ginkgo leaf</italic> (12.2%), <italic>triphala</italic> (12.2%), <italic>turmeric root</italic> (14.6%), and minor active ingredients including L-cysteine monohydrochloride and choline bitartrate has been evaluated on AD symptoms. Among these components, cassia bark, ginkgo, and turmeric were reported as having memory-ameliorating effects in AD mice and patients. MBN was orally administered to 5&#xd7;FAD mice for 16&#xa0;weeks at a concentration of 40&#xa0;mg/kg/day; compared to the vehicle model, the Iba1&#x2b; activated microglia and GFAP&#x2b; astrocytes were significantly decreased in MBN-treated 5&#xd7;FAD mice while memory decline was alleviated and caspase-1 activation was significantly inhibited (<xref ref-type="bibr" rid="B32">Kim et al., 2022</xref>). Shaoyao Gancao Tang (SG-Tang), a formulated Chinese herbal medicine, was made from <italic>Paeonia lactiflora</italic> and <italic>Glycyrrhiza uralensis</italic> at a 1:1 ratio, traditionally having been used for neuralgia, myospasm, and neuralgia. SG-Tang (0.4%) was added for 14&#xa0;weeks to the drinking water of streptozotocin-induced 3&#xd7;Tg-AD mice. The SG-Tang reduced the expression of NLRP1, NLRP3, A&#x3b2;, and Tau in the hippocampus and cortex, as well as improving spatial and working memories in Y maze and Morris water maze (<xref ref-type="bibr" rid="B11">Chiu et al., 2021</xref>). Bushen-Yizhi formula (BSYZ-F), consisting of <italic>Cnidium monnieri</italic> (L.) Cusson, <italic>Paeonia suffruticosa</italic> Andrews, <italic>Panax quinquefolius</italic> L, <italic>Fallopia multiflora</italic> (Thunb.) Harald, <italic>Lycium Chinese</italic> Mill, <italic>Ligustrum lucidum</italic> W. T. Aiton, in a proportion of 3:3:2:2:2:2, respectively, has been widely used for kidney deficiency. BSYZ-F alleviated cognitive impairment in SAMP8 mice at a dose of 1.46&#xa0;g/kg for a 30-day treatment (<xref ref-type="bibr" rid="B27">Hou et al., 2018</xref>). Moreover, BSYZ-F inhibited NLRP3 inflammasome activation by downregulating inflammation-related proteins such as NLRP3, ASC, caspase-1, and IL-1&#x3b2; in MPTP-induced mice (<xref ref-type="bibr" rid="B45">Mo et al., 2018</xref>). Jiedu-Yizhi (JDYZF) formula is traditionally used as a tonic for the kidney and marrow, to resolve phlegm, and activate blood circulation and detoxification; it rescued the cognitive deficits in an A&#x3b2;25&#x2013;35-induced rat model and reduced the expression of NLRP3, caspase-1, IL-1&#x3b2;, and IL-18 (<xref ref-type="bibr" rid="B59">Wang et al., 2022</xref>).</p>
</sec>
<sec id="s4-2">
<title>4.2 Extracts of medicinal plants</title>
<p>Medicinal plants have long been used against a variety of diseases in traditional medicines across the world. The phytochemical constituents present in medicinal plants play a paramount role in the treatment of inflammation. Therefore, we summarized current studies on medicinal extracts on NLRP3-mediated inflammation.</p>
<p>
<italic>Ginkgo biloba</italic> is one of the oldest trees in the world, and its seeds are commonly used in traditional medicine. Its standardized leaf extracts have become a top-selling supplement in Europe and the United States. <italic>G. biloba</italic> leaf extract (EGb 761) was administered to TgCRND8 AD mice for 5&#xa0;months at a dose of 600&#xa0;mg/kg, and their cognitive function was remarkably improved in the Barnes Maze test; microglial inflammatory activation was inhibited, as well as the expression of TNF-&#x3b1;, IL-1&#x3b2;, and NLRP3, as well as caspase-1 activity (<xref ref-type="bibr" rid="B41">Liu et al., 2015</xref>).</p>
<p>Lychees are rich in polyphenols and are beneficial for spleen deficiency. Research indicates that lychee seed polyphenol improves tight junction protein expression by inhibiting NLRP3 inflammasome by activating AMPK/mTOR/ULK1-mediated autophagy in A&#x3b2; (25&#x2013;35)-induced bEnd3 cells and APP/PS1 transgenic mice (<xref ref-type="bibr" rid="B64">Xiong et al., 2021</xref>). Another study demonstrated that lychee seed polyphenols suppress NLRP3 inflammasome by inhibiting the expression of NLRP3, ASC, cleaved caspase-1, and IL-1&#x3b2; secretion in A&#x3b2;1-42-stimulated BV-2 cells. Furthermore, lychee seed polyphenol improved the cognitive function and inhibited the NLRP3 inflammasome in APP/PS1 mice (<xref ref-type="bibr" rid="B49">Qiu et al., 2020</xref>).</p>
<p>Virgin coconut oil (VCO) has a variety of effects, including anti-oxidant and anti-inflammatory; thus, it is likely to be effective for AD treatment. An 8-week VCO diet downregulated the mRNA expression of IL-1&#x3b2;, caspase-1, and NLRP3; A&#x3b2; plaques and phosphorylated Tau were also reduced, and it improved memory and learning ability (<xref ref-type="bibr" rid="B44">Mirzaei et al., 2018</xref>). Oleocanthal (OC) and extra-virgin olive oil (EVOO) restored the BBB function and reduced A&#x3b2; load, plaques, and phosphorylated tau by inhibiting IL-1&#x3b2; and NLRP3 inflammasome; neurosynaptic function and learning and memory ability were also restored (<xref ref-type="bibr" rid="B2">Al Rihani et al., 2019</xref>). Additionally, when an oleuropein-rich olive leaf extract (OLE) diet (695&#xa0;&#xb5;g/kg/day) was administered to 5xFAD mice for 3&#xa0;months, NLRP3 inflammasome activation was dramatically inhibited <italic>via</italic> NF-&#x3ba;B and RAGE/HMGB1 pathways. A&#x3b2; levels also decreased and BBB function recovered (<xref ref-type="bibr" rid="B1">Abdallah et al., 2022</xref>).</p>
<p>
<italic>Epimedii Folium</italic> and <italic>Curculiginis Rhizoma</italic> are often prepared together in TCM to treat aging. Water extracts of these (1:1) were orally administered at doses of 2 and 6&#xa0;g/kg/day for 30&#xa0;days to dorsal hippocampus A&#x3b2;1-42-injected mice. Their spatial memory function and the activation of NLRP3 inflammasome were significantly ameliorated (<xref ref-type="bibr" rid="B34">Lan et al., 2017</xref>). <italic>Picrorhiza kurroa</italic>, a well-known herb in the Ayurvedic system of medicine, exhibits strong anti-inflammatory and nephroprotective effects. <italic>P. kurroa</italic> water extracts ameliorated memory impairment in 5xFAD mice, inhibited NLRP3 inflammasome activity, thus eased microglial neuroinflammation (<xref ref-type="bibr" rid="B33">Kim et al., 2020</xref>).</p>
<p>
<italic>Hericium erinaceus</italic>, an edible fungus rich in &#x3b2;-glucan polysaccharides, has a long history of usage in TCM. <italic>H. erinaceus</italic> administration significantly ameliorates AlCl<sub>3</sub>-induced memory and learning deficits, and hippocampal neuronal degeneration. Phosphorylated Tau, A&#x3b2;, NLRP3, IL-1&#x3b2;, and IL-18 were also significantly reduced (<xref ref-type="bibr" rid="B12">Cordaro et al., 2021</xref>).</p>
</sec>
<sec id="s4-3">
<title>4.2 Natural compounds</title>
<sec id="s4-3-1">
<title>4.2.1 Terpenoids</title>
<p>Artemisinin, a well-known antimalarial sesquiterpene lactone, is isolated from the plant <italic>Artemisia annua</italic>. After daily intraperitoneal injection of artemisinin for 30&#xa0;days with 40&#xa0;mg/kg in 5-month-old APPswe/PS1dE9 transgenic mice, neuritic plaque was significantly decreased, and NF-&#x3ba;B activity and NALP3 inflammasome activation were dramatically inhibited (<xref ref-type="bibr" rid="B53">Shi et al., 2013</xref>).</p>
<p>Ginkgolide B is one of the main bioactive chemical compounds of <italic>G. biloba</italic>. In a recent study, it was indicated that ginkgolide B was able to convert M1 to M2 phenotype in LPS-induced BV2 microglia, as well as the cytokines IL-1&#x3b2;, IL-6, and TNF-&#x3b1;. In addition, Ginkgolide B inhibits NLRP3 inflammasome signaling in BV2 cells and in SAMP8 mice, and also attenuated learning and memory behavioral deficits (<xref ref-type="bibr" rid="B51">Shao et al., 2022</xref>).</p>
<p>Oridonin, an active diterpenoid isolated from the traditional Chinese herb <italic>Rabdosia rubescens</italic>, exerts diverse pharmaceutical and biological functions, especially anti-inflammatory effects. Oridonin is a specific and covalent inhibitor of NLRP3 inflammasome by forming a covalent bond with the cysteine 279 of NLRP3 in the NACHT domain to block the interaction between NLRP3 and NEK7, thereby inhibiting the activation of NLRP3 inflammasome (<xref ref-type="bibr" rid="B24">He et al., 2018</xref>). In addition, oridonin could prevent synaptic loss and improve behavioral symptoms in A&#x3b2;1&#x2013;42-induced AD mice (<xref ref-type="bibr" rid="B60">Wang et al., 2016</xref>).</p>
<p>Carnosic acid, an abietane-type phenolic diterpene, is especially present in rosemary and has been reported as having multiple effects, including on neuroinflammation. It was reported that carnosic acid (2&#xa0;&#xb5;M) significantly ameliorated oligomeric A&#x3b2;-primed IL-1&#x3b2; release from human iPSC-derived microglia, and it blocks the inflammatory loop between microglia and neurons by inactivating NLRP3 inflammasome (<xref ref-type="bibr" rid="B50">Satoh et al., 2022</xref>).</p>
</sec>
<sec id="s4-3-2">
<title>4.2.2 Flavonoids</title>
<p>Flavonoids, a group of natural compounds with variable phenolic structures, are derived from vegetables, grains, fruits, medicinal plants, tea, and wine. Flavonoids are well known for their beneficial effects on health attributed to their anti-inflammatory, anti-oxidative, anti-mutagenic, anti-cancer, and anti-alcohol intoxicative properties.</p>
<p>Dihydromyricetin is a flavonoid molecule derived from <italic>Ampelopsis grossedentata</italic> and has been demonstrated to exert anti-cancer, anti-oxidative, and anti-inflammatory effects. APP/PS1 mice was treated with dihydromyricetin for 2 or 4&#xa0;weeks: their memory and cognitive deficits were significantly ameliorated, and the activated microglia and NLRP3 inflammasome were reduced in their hippocampus and cortex (<xref ref-type="bibr" rid="B16">Feng et al., 2018</xref>). <italic>Scutellaria baicalensis</italic> is a traditional medicinal plant in China that has long been used to treat various inflammatory diseases; its main pharmacological component is baicalin. This was orally administered at a dose of 103&#xa0;mg/kg/day for 33&#xa0;days to APP/PS1 mice: TLR4/NF-&#x3ba;B signaling mediated NLRP3 inflammasome activation was inhibited, and spatial memory dysfunction was attenuated (<xref ref-type="bibr" rid="B30">Jin et al., 2019</xref>). Resveratrol is well known as protecting against neuroinflammation and can protect microglia from A&#x3b2;1&#x2212;42-induced inflammation by inhibiting the TXNIP/TRX/NLRP3 signaling pathway, leading to decreased NLRP3, caspase-1, and IL-1&#x3b2; (<xref ref-type="bibr" rid="B17">Feng and Zhang, 2019</xref>). Quercetin, another famous flavonoid, widely exists in vegetables and fruits. A daily supplement of quercetin has improved spatial learning and memory impairment in SAMP8 aging mice; furthermore, inflammatory factors such as cleaved-caspase 1, IL-1&#x3b2;, and IL-18 were downregulated after quercetin treatment (<xref ref-type="bibr" rid="B36">Li et al., 2021</xref>). Flavocoxid is a mixture containing baicalin and catechin and acts as a dual inhibitor of cyclooxygenase-2 and 5-lipoxygenase. Flavocoxid treatment reduced learning and memory loss, A&#x3b2;1-42, p-tau, and NLRP3 inflammasome in 3 &#xd7; Tg-AD mice (<xref ref-type="bibr" rid="B8">Bitto et al., 2017</xref>). Liquiritigenin, a dihydroflavone monomer compound extracted from natural plant licorice, could significantly attenuate neuronal apoptosis in APP/PS1 transgenic mice. Meanwhile, liquiritigenin was able to convert M1-type microglia to M2 in both A&#x3b2;-induced BV2 cells and AD mice and alleviate the inflammation response by reducing NLRP3 and cleaved caspase-1, thus improving spatial learning and memory function (<xref ref-type="bibr" rid="B14">Du et al., 2021</xref>). Eriodictyol and homoeriodictyol are two dihydroflavonoids that exist widely in plants. Reports have demonstrated that these two molecules can penetrate the blood&#x2013;brain barrier and ameliorate A&#x3b2;25&#x2013;35-induced memory impairment in AD mice; they also inhibited NLRP3 inflammasome activation and ameliorated immune cell disorder (<xref ref-type="bibr" rid="B20">Guo et al., 2022</xref>). Nobiletin is a naturally occurring polymethoxylated flavonoid primarily that exists in citrus peel. A dietary supplement with nobiletin has potentially anti-inflammatory, anti-tumor, and cardioprotective properties. In a diet with 0.1% nobiletin administered for 15&#xa0;months to APP/PS1 transgenic mice, the A&#x3b2; burden was significantly ameliorated as well as memory deficit. In addition, NLRP3 protein levels and the mRNA expression of IL1&#x3b2;/IL18 were dramatically decreased in their cortex after nobiletin treatment (<xref ref-type="bibr" rid="B62">Wirianto et al., 2022</xref>).</p>
<p>Thonningianin A, an ellagitannin flavonoid isolated from <italic>Penthorum chinense</italic> Pursh, was reported to induce autophagy in microglia mainly <italic>via</italic> the AMPK/ULK1 and Raf/MEK/ERK signaling pathways to degrade NLRP3 inflammasome. It also improved cognitive function, ameliorated the A&#x3b2; pathology, and inhibited NLRP3 inflammasome in APP/PS1 AD model mice (<xref ref-type="bibr" rid="B71">Zhou et al., 2022</xref>).</p>
</sec>
<sec id="s4-3-3">
<title>4.2.3 Others</title>
<p>Pterostilbene, a natural dimethylated analog of resveratrol, inhibited the induction of NO and iNOS expression <italic>via</italic> stimulation with A&#x3b2;1&#x2212;42 in BV2 microglia. A&#x3b2;1&#x2212;42 activated NLRP3/caspase-1 inflammasome was inactivated by pterostilbene treatment (<xref ref-type="bibr" rid="B37">Li et al., 2018</xref>).</p>
<p>Isothiocyanate sulforaphane, derived from cruciferous vegetables, ameliorated the cognitive function of the A&#x3b2;-induced AD acute mouse model and decreased IL-1&#x3b2; production and NLRP3 protein expression (<xref ref-type="bibr" rid="B4">An et al., 2016</xref>).</p>
<p>A diet with 0.2% astaxanthin fed to APP/PS1 mice for 60 days enhanced learning and memory in the Morris water maze test and reduced A&#x3b2; plaques, hyperphosphorylation of tau, microglial activation, and NLRP3 inflammasome assembly (<xref ref-type="bibr" rid="B9">Che et al., 2018</xref>).</p>
<p>In summary, naturally derived constituents, especially terpenoids and flavonoids, are promising NLRP3 inhibitors for AD intervention.</p>
</sec>
</sec>
</sec>
<sec id="s5">
<title>5 Conclusion and perspectives</title>
<p>Memory loss is the key symptom of AD. Until now, there has been no treatment that can reverse memory deficit or even prevent worsening memory impairment. Over the past two decades, researchers have made great efforts to deconstruct the inflammasomes and reveal their role in disease progression. The NLRP3 inflammasome senses exogeneous stimuli, such as bacteria and viruses, and the endogenous signals that trigger the formation of caspase-1 in microglia and promote the generation and secretion of inflammatory cytokines, including IL-1&#x3b2; and IL-18. NLRP3 inflammasome activation is closely associated with A&#x3b2; load and A&#x3b2;-mediated tau pathologies. In addition, ER stress, Txnip, and Sharpin are also correlated with AD pathogenesis. Therefore, further investigations of the role of NLRP3 inflammasome in AD and its potential mechanisms may supply new therapeutic strategies for AD intervention.</p>
<p>TCM has been extensively applied in the prevention and treatment of AD both in a murine AD model and clinical therapies. A multitude of TCM formulations, extracts, and natural products have exhibited beneficial effects on the cognitive function of AD by regulating NLRP3 inflammasomes. We discovered from the literature that flavonoids and terpenoids are the main NLRP3 inhibitors in AD treatment. Whether other types of molecules exert NLRP3 inflammasome-inhibitive effects needs further investigation. Currently, machine learning-based virtual screening has been used in the discovery of preferred NLRP3 inhibitors. With the aid of the ZINC20 database, virtual screening has been performed by targeting the Walker A site and NACHT domain of NLRP3; two sets of predicted inhibitors, including steroid derivatives and indole rings contained molecules, were discovered (<xref ref-type="bibr" rid="B15">El-Sayed et al., 2022</xref>). Nevertheless, most naturally derived molecules have common shortcomings when they are applied in clinical studies; these include poor bioavailability (resulting from low water solubility, poor oral absorption, and digest/liver enzyme-induced rapid biotransformation), non-targeted distribution, and multiple pharmacokinetic patterns when incorporated into various forms of dosage. To overcome these limitations, chemical analogues can be designed and synthesized to inhibit rapid chemical degradation, as well as formulations of compounds in nanoparticles, liposomes, and phospholipid complexes to increase the targeting and effectiveness.</p>
<p>In clinical trials, some anti-inflammatory therapies, including non-steroidal anti-inflammatory drugs, failed to ameliorate cognitive deficits in AD patients. Owing to the complexity of AD, targeting multiple points in one or more pathways may be more efficacious than targeting a single node. In line with our hypothesis that optimizing the brain inflammatory and toxic microenvironment by regulating microglia polarization and promoting neurite regeneration may be a potential therapeutic strategy for AD, the multi-targets, multi-pathways, and less toxic side effects of TCM and TCM-derived compounds may provide new directions in the treatment of AD.</p>
</sec>
</body>
<back>
<sec id="s6">
<title>Author contributions</title>
<p>ZY generated the main idea, prepared the figures and tables, and wrote the manuscript. JD and JL performed literature search on the activation of NLRP3 inflammasome and its associated TCM inhibitors. XF performed literature search on the role of NLRP3 inflammasome activation in AD. SW, SL, and ML performed a critical review of data and literature, edited the paper content and its final content.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This research was funded by the Natural Science Foundation of Guangdong Province of China (No. 2022A1515011419), Key Project in Higher Education of Guangdong, China (No. 2022ZDZX2029), National Natural Science Foundation of China (No. 62171143), and Special Projects in Key Areas of Ordinary Colleges and Universities in Guangdong Province (2021ZDZX1060).</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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