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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mol. Biosci.</journal-id>
<journal-title>Frontiers in Molecular Biosciences</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mol. Biosci.</abbrev-journal-title>
<issn pub-type="epub">2296-889X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">842582</article-id>
<article-id pub-id-type="doi">10.3389/fmolb.2022.842582</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Molecular Biosciences</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Linking Alzheimer&#x2019;s Disease and Type 2 Diabetes: Characterization and Inhibition of Cytotoxic A&#x3b2; and IAPP Hetero-Aggregates</article-title>
<alt-title alt-title-type="left-running-head">Al Adem et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Inhibition of IAPP-A&#x3b2;40 Co-Aggregation</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Al Adem</surname>
<given-names>Kenana</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1604215/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Shanti</surname>
<given-names>Aya</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/540144/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Srivastava</surname>
<given-names>Amit</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1612866/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Homouz</surname>
<given-names>Dirar</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Thomas</surname>
<given-names>Sneha Ann</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Khair</surname>
<given-names>Mostafa</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1620312/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Stefanini</surname>
<given-names>Cesare</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chan</surname>
<given-names>Vincent</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kim</surname>
<given-names>Tae-Yeon</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Lee</surname>
<given-names>Sungmun</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/239515/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Biomedical Engineering and Healthcare Engineering Innovation Center</institution>, <institution>Khalifa University of Science and Technology</institution>, <addr-line>Abu Dhabi</addr-line>, <country>United Arab Emirates</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Physics</institution>, <institution>Khalifa University of Science and Technology</institution>, <addr-line>Abu Dhabi</addr-line>, <country>United Arab Emirates</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Physics</institution>, <institution>University of Houston</institution>, <addr-line>Houston</addr-line>, <addr-line>TX</addr-line>, <country>United&#x20;States</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Center for Theoretical Biological Physics</institution>, <institution>Rice University</institution>, <addr-line>Houston</addr-line>, <addr-line>TX</addr-line>, <country>United&#x20;States</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Core Technology Platforms</institution>, <institution>New York University Abu Dhabi</institution>, <addr-line>Abu Dhabi</addr-line>, <country>United Arab Emirates</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Department of Civil Infrastructure and Environmental Engineering</institution>, <institution>Khalifa University of Science and Technology</institution>, <addr-line>Abu Dhabi</addr-line>, <country>United Arab Emirates</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>Khalifa University&#x2019;s Center for Biotechnology</institution>, <institution>Khalifa University of Science and Technology</institution>, <addr-line>Abu Dhabi</addr-line>, <country>United Arab Emirates</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/1274357/overview">Nabanita Saikia</ext-link>, Navajo Technical University, United&#x20;States</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/63158/overview">Carmelo La Rosa</ext-link>, University of Catania, Italy</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1620708/overview">Marianna Flora Tomasello</ext-link>, National Research Council (CNR), Italy</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/284802/overview">Ines Moreno-Gonzalez</ext-link>, University of Malaga, Spain</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Sungmun Lee, <email>sung.lee@ku.ac.ae</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Structural Biology, a section of the journal Frontiers in Molecular Biosciences</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>17</day>
<month>03</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>9</volume>
<elocation-id>842582</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>12</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>02</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Al Adem, Shanti, Srivastava, Homouz, Thomas, Khair, Stefanini, Chan, Kim and Lee.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Al Adem, Shanti, Srivastava, Homouz, Thomas, Khair, Stefanini, Chan, Kim and Lee</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&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>The cytotoxic self-aggregation of &#x3b2;-amyloid (A&#x3b2;) peptide and islet amyloid polypeptide (IAPP) is implicated in the pathogenesis of Alzheimer&#x2019;s disease (AD) and Type 2 diabetes (T2D), respectively. Increasing evidence, particularly the co-deposition of A&#x3b2; and IAPP in both brain and pancreatic tissues, suggests that A&#x3b2; and IAPP cross-interaction may be responsible for a pathological link between AD and T2D. Here, we examined the nature of IAPP-A&#x3b2;40 co-aggregation and its inhibition by small molecules. In specific, we characterized the kinetic profiles, morphologies, secondary structures and toxicities of IAPP-A&#x3b2;40 hetero-assemblies and compared them to those formed by their homo-assemblies. We demonstrated that monomeric IAPP and A&#x3b2;40 form stable hetero-dimers and hetero-assemblies that further aggregate into &#x3b2;-sheet-rich hetero-aggregates that are toxic (cell viability &#x3c;50%) to both PC-12 cells, a neuronal cell model, and RIN-m5F cells, a pancreatic cell model for &#x3b2;-cells. We then selected polyphenolic candidates to inhibit IAPP or A&#x3b2;40&#x20;self-aggregation and examined the inhibitory effect of the most potent candidate on IAPP-A&#x3b2;40 co-aggregation. We demonstrated that epigallocatechin gallate (EGCG) form inter-molecular hydrogen bonds with each of IAPP and A&#x3b2;40. We also showed that EGCG reduced hetero-aggregate formation and resulted in lower &#x3b2;-sheets content and higher unordered structures in IAPP-A&#x3b2;40-EGCG samples. Importantly, we showed that EGCG is highly effective in reducing the toxicity of IAPP-A&#x3b2;40 hetero-aggregates on both cell models, specifically at concentrations that are equivalent to or are 2.5-fold higher than the mixed peptide concentrations. To the best of our knowledge, this is the first study to report the inhibition of IAPP-A&#x3b2;40 co-aggregation by small molecules. We conclude that EGCG is a promising candidate to prevent co-aggregation and cytotoxicity of IAPP-A&#x3b2;40, which in turn, contribute to the pathological link between AD and&#x20;T2D.</p>
</abstract>
<kwd-group>
<kwd>co-aggregation</kwd>
<kwd>cross-interaction</kwd>
<kwd>cross-seeding</kwd>
<kwd>co-aggregation inhibition</kwd>
<kwd>cellular toxicity</kwd>
<kwd>epigallocatechin gallate</kwd>
<kwd>&#x3b2;-amyloid</kwd>
<kwd>islet amyloid polypeptide</kwd>
</kwd-group>
<contract-sponsor id="cn001">Khalifa University of Science, Technology and Research<named-content content-type="fundref-id">10.13039/501100004070</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Alzheimer&#x2019;s disease (AD) and type two diabetes (T2D) are highly prevalent aging-related disorders with substantial economic, social and health burdens (<xref ref-type="bibr" rid="B86">Prince et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B90">Saeedi et&#x20;al., 2019</xref>). AD constitutes the most common forms (60&#x2013;70%) of dementia which in turn, is expected to affect around 131.5 million individuals worldwide by 2050 (<xref ref-type="bibr" rid="B86">Prince et&#x20;al., 2016</xref>). In addition, T2D accounts for the majority of diabetic cases (90%) and is expected to affect 700 million individuals by 2045 (<xref ref-type="bibr" rid="B90">Saeedi et&#x20;al., 2019</xref>). Ongoing research has established a strong association between AD and T2D in which patients of T2D were shown to be at a higher risk of developing AD (<xref ref-type="bibr" rid="B23">Cukierman et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B14">Biessels et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B104">Vagelatos and Eslick, 2013</xref>; <xref ref-type="bibr" rid="B9">Beeri and Bendlin, 2020</xref>) and vice versa (<xref ref-type="bibr" rid="B47">Janson et&#x20;al., 2004</xref>). In fact, T2D patients are estimated to be 1.46&#x20;times more likely to develop AD compared to non-diabetic subjects (<xref ref-type="bibr" rid="B20">Cheng G et&#x20;al., 2012</xref>). Various epidemiological (<xref ref-type="bibr" rid="B126">Zhong et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B32">Ekblad et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B51">Kong et&#x20;al., 2018</xref>), <italic>in vivo</italic> (<xref ref-type="bibr" rid="B58">Li et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B108">Wang Y. et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B65">Mehla et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B121">Zhang et&#x20;al., 2017</xref>) and <italic>in&#x20;vitro</italic> studies (<xref ref-type="bibr" rid="B112">Xie et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B125">Zhao et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B34">Gali et&#x20;al., 2019</xref>) suggest insulin resistance and glucose imbalance as the underlying physiological mechanisms that link AD and T2D. However, recent work suggests that the link between the two diseases can be addressed at an even smaller level, particularly, at the protein level, where the co-deposition of amyloids and the cross-interaction of amyloid-generating peptides can mediate the cross-talk between AD and T2D (<xref ref-type="bibr" rid="B70">Morales et&#x20;al., 2009</xref>, <xref ref-type="bibr" rid="B71">2013</xref>; <xref ref-type="bibr" rid="B68">Miklossy et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B46">Jackson et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B63">Martinez-Valbuena et&#x20;al., 2019</xref>, <xref ref-type="bibr" rid="B64">2021</xref>; <xref ref-type="bibr" rid="B88">Raimundo et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B98">Stanciu et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B66">Menezes et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B124">Zhang et&#x20;al., 2021</xref>).</p>
<p>Linking AD and T2D from the protein aggregation perspective stems from the amyloid-like characteristics of both diseases which are marked by the excessive cell loss due to the deposition of &#x3b2;-amyloid (A&#x3b2;) aggregates and the islet amyloid polypeptide (IAPP) aggregates in neuronal and pancreatic tissues, respectively (<xref ref-type="bibr" rid="B74">Murphy and LeVine, 2010</xref>; <xref ref-type="bibr" rid="B49">Jurgens et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B22">Chiti and Dobson, 2017</xref>). The cytotoxicity induced by the aggregation of intrinsically disordered proteins such as A&#x3b2; and IAPP have been shown to be linked to membrane damage (<xref ref-type="bibr" rid="B15">Brender et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B91">Sciacca et&#x20;al., 2020</xref>). Recently, the lipid-chaperone hypothesis was proposed to describe the complex mechanism by which intrinsically disordered proteins cause plasma membrane damage through lipid interactions (<xref ref-type="bibr" rid="B91">Sciacca et&#x20;al., 2020</xref>). Intrinsically disordered proteins were shown to interact with free lipids to form lipid-protein complexes that further facilitate protein insertion into plasma membrane through ion-channel-like or detergent-like approaches depending on the critical micellar concentration of the membrane (<xref ref-type="bibr" rid="B57">La Rosa et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B94">Scollo et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B91">Sciacca et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B93">Scollo and La Rosa, 2020</xref>). Hence, the lipid-chaperone hypothesis describes the mechanism by which both amyloids and oligomers cause membrane damage and eventually cellular&#x20;loss.</p>
<p>Although IAPP (also known as Amylin) is a pancreatic-derived peptide whereas A&#x3b2; is a brain-derived peptide, multiple lines of evidence suggest their cross-interaction and co-deposition both in the brain and in the pancreas (<xref ref-type="bibr" rid="B124">Zhang et&#x20;al., 2021</xref>). In fact, A&#x3b2;40/42 and hyper-phosphorylated tau deposits were found in the pancreatic tissues of T2D patients where A&#x3b2; deposits were co-localized with IAPP in the affected islets of Langerhans (<xref ref-type="bibr" rid="B68">Miklossy et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B63">Martinez-Valbuena et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B64">Martinez-Valbuena et&#x20;al., 2021</xref>).</p>
<p>Similarly, IAPP was found to enter the brain from circulation by crossing the blood brain barrier to reach to the parenchyma and the interstitial fluid of the cerebral cortex (<xref ref-type="bibr" rid="B7">Banks et&#x20;al., 1995</xref>; <xref ref-type="bibr" rid="B6">Banks and Kastin, 1998</xref>; <xref ref-type="bibr" rid="B46">Jackson et&#x20;al., 2013</xref>). Furthermore, IAPP was detected in the cerebrospinal fluid in the pico-molar range and its levels were elevated in AD patients compared to healthy subjects (<xref ref-type="bibr" rid="B33">Fawver et&#x20;al., 2014</xref>). Importantly, studies have reported the co-localization of IAPP and A&#x3b2; deposits in brain tissues of AD patients with and without diabetes (<xref ref-type="bibr" rid="B46">Jackson et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B82">Oskarsson et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B63">Martinez-Valbuena et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B64">Martinez-Valbuena et&#x20;al., 2021</xref>).</p>
<p>More recent <italic>in vivo</italic> and <italic>in&#x20;vitro</italic> studies have examined the capability of IAPP and A&#x3b2; in cross-seeding each other and augmenting the amyloid formation events. Animal studies have shown that injecting IAPP and A&#x3b2;42 fibrils in mice expressing human IAPP led to enhanced IAPP deposition in the pancreatic tissues possibly through homologous and heterologous seeding mechanisms (<xref ref-type="bibr" rid="B82">Oskarsson et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B110">Wijesekara et&#x20;al., 2017</xref>). In turn, IAPP aggregates in the brain of transgenic mice efficiently cross-seeded A&#x3b2; and enhanced A&#x3b2; burden as manifested by the higher number and the larger size of amyloid plaques in the hippocampus and cortex regions of treated mice as compared with the control groups (<xref ref-type="bibr" rid="B72">Moreno-Gonzalez et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B110">Wijesekara et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B111">Xi et&#x20;al., 2019</xref>).</p>
<p>As for <italic>in&#x20;vitro</italic> studies, monomeric IAPP and A&#x3b2; were shown to strongly interact with one another with binding affinities in the low nano-molar range (<xref ref-type="bibr" rid="B2">Andreetto et&#x20;al., 2010</xref>). Although an early study (<xref ref-type="bibr" rid="B78">O&#x2019;Nuallain et&#x20;al., 2004</xref>) has shown that IAPP fibrils could not efficiently seed A&#x3b2;40 fibrillation while A&#x3b2;40 fibrils could efficiently seed IAPP fibrillation, more recent studies found that co-incubating IAPP and A&#x3b2; at the pre-fibrillar stage results in the misfolding of both peptides and the formation of hetero-fibrils through co-aggregation pathways that are characterized with distinct nucleation and elongation events in comparison to those of the self-aggregation pathways (<xref ref-type="bibr" rid="B116">Yan et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B115">Yan et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B41">Hu et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B119">Young et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B36">Ge et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B10">Bharadwaj et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B124">Zhang et&#x20;al., 2021</xref>). Unlike previous studies which performed <italic>in&#x20;vitro</italic> co-incubation of IAPP and A&#x3b2; in bulk solutions, one study has examined the cross-interaction of IAPP and A&#x3b2;40 mixture in the presence of isolated &#x3b2;-cell membrane lipids and found that IAPP-A&#x3b2;40 aggregated into hetero-complexes and permeabilized the membrane system at a rate that is slower than samples of pure IAPP but faster than samples of pure A&#x3b2;40 (<xref ref-type="bibr" rid="B95">Seeliger et&#x20;al., 2012</xref>). To elucidate the observed cross-seeding efficiency of IAPP and A&#x3b2;, a study revealed, using Cryo-EM, a high structural similarity for the 11-residues fibril-forming segments of both IAPP (19&#x2013;29, S20G) and A&#x3b2; (24&#x2013;34) where each of these segments seeded the self-fibrillation of their parent full-length peptides (<xref ref-type="bibr" rid="B56">Krotee et&#x20;al., 2018</xref>). Taken together, the above findings provide a strong evidence for the roles of the amyloidogenic IAPP and A&#x3b2; in linking T2D with AD at a protein&#x20;level.</p>
<p>To date, effective disease modifying therapies to tackle protein misfolding diseases are not yet clinically implemented. Ongoing research attempts to develop such solutions by inhibiting the aggregation of pathogenic proteins and ameliorating their cytotoxic effects (<xref ref-type="bibr" rid="B22">Chiti and Dobson, 2017</xref>). Natural small molecules are among the most investigated protein aggregation inhibitors (<xref ref-type="bibr" rid="B27">DeToma et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B99">Stefani and Rigacci, 2013</xref>; <xref ref-type="bibr" rid="B60">Longhena et&#x20;al., 2017</xref>). However, existing literature using small molecule inhibitors has mainly focused on the prevention of fibril formation of a single peptide only (i.e.,&#x20;IAPP alone or A&#x3b2; alone). To the best of our knowledge, no study has yet investigated the inhibition of hetero-aggregates formed by the cross-interaction of IAPP and A&#x3b2; using small molecules. As mentioned above, the cross-interaction and co-deposition of IAPP and A&#x3b2; were shown by numerous histological, <italic>in vivo</italic> animal models and <italic>in&#x20;vitro</italic> studies to contribute to the pathological link between T2D and AD at the protein level; hence, preventing IAPP and A&#x3b2; cross-interaction, in addition to self-interaction, is a promising therapeutic strategy to address T2D-associated AD and vice versa. Therefore, this study aims to: 1) Characterize the hetero-aggregates formed <italic>via</italic> the cross-interaction of IAPP and A&#x3b2;40 in comparison to those formed <italic>via</italic> IAPP and A&#x3b2;40&#x20;self-interactions in terms of kinetic aggregation pathways, secondary structure and morphological changes as well as cytotoxic effects on neuronal and pancreatic cell models; 2) Investigate the most potent candidate inhibitor, out of 6 selected polyphenolic candidates, in preventing the self-aggregation of IAPP and A&#x3b2;40; 3) Test the ability of the most potent inhibitor in preventing IAPP-A&#x3b2;40 co-aggregation by assessing its inhibitory effect on the co-aggregation kinetic pathway, morphologies, secondary structure as well as its role in preventing the hetero-aggregate cytotoxic effects on neuronal and pancreatic cell models.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and Methods</title>
<sec id="s2-1">
<title>Peptides and Chemicals</title>
<p>Human amidated IAPP (1&#x2013;37) and human A&#x3b2; (1&#x2013;40) were purchased from AnaSpec (Fremont, California, United&#x20;States). Human amidated IAPP (1&#x2013;37) and human A&#x3b2; (1&#x2013;40) purities were &#x3e;96% as reported by the manufacturer AnaSpec. 1,1,1,3,3,3-Hexafluoro-2-propanol (HFIP), dimethyl sulfoxide, sodium phosphate monobasic, thioflavine-T, thiazolyl blue tetrazolium bromide, ammonium molybdate tetrahydrate, caffeic acid, curcumin, (&#x2212;)-epigallocatechin gallate, silibinin (A and B diastereomers), rosmarinic acid, and myricetin were all purchased from Sigma-Aldrich (Saint Louis, MO, United&#x20;States).</p>
</sec>
<sec id="s2-2">
<title>Sample Preparation of Peptides and Inhibitors</title>
<p>IAPP or A&#x3b2;40 stock solutions were prepared by incubating each peptide in 100% HFIP at 2.56&#xa0;mM for 8&#xa0;h at room temperature. HFIP is a well-known fluorinated alcohol that is highly polar and has strong hydrogen binding properties that induces the monomeric and un-aggregated conformations of the peptides; hence, the peptides were kept in HFIP until the beginning of the experiment to ensure the removal of pre-existing aggregates and to maintain the peptides in monomeric conformations (<xref ref-type="bibr" rid="B50">Kayed et&#x20;al., 1999</xref>; <xref ref-type="bibr" rid="B55">Krampert et&#x20;al., 2000</xref>; <xref ref-type="bibr" rid="B100">Stine et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B114">Yan et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B116">Yan et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B2">Andreetto et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B115">Yan et&#x20;al., 2014</xref>). At the beginning of the experiments, the stock solutions of IAPP or A&#x3b2;40 in HFIP were diluted to the required concentrations in phosphate buffer (10&#xa0;mM NaH<sub>2</sub>PO<sub>4</sub>, pH 7.4) with a final HFIP &#x2264;1% (v/v). Keeping residual amounts of HFIP (&#x3c;1%) in the buffer system was shown by previous studies (<xref ref-type="bibr" rid="B50">Kayed et&#x20;al., 1999</xref>; <xref ref-type="bibr" rid="B55">Krampert et&#x20;al., 2000</xref>; <xref ref-type="bibr" rid="B100">Stine et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B114">Yan et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B116">Yan et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B2">Andreetto et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B115">Yan et&#x20;al., 2014</xref>) to ensure high reproducibility of the self-assembly results. Due to the high aggregation propensity of IAPP and A&#x3b2;40 and to keep them in non-aggregated states, the peptides HFIP stock solutions were diluted in ice-cold buffer systems. In all experiments, the phosphate buffer (10&#xa0;mM NaH<sub>2</sub>PO<sub>4</sub>, pH 7.4) was autoclaved and double filtered using syringe-filters prior to each experiment.</p>
<p>Samples containing IAPP alone or A&#x3b2;40 alone, at 10, 20 and 40&#xa0;&#x3bc;M, were prepared by diluting required volumes of IAPP or A&#x3b2;40 HFIP stocks in phosphate buffer (10&#xa0;mM NaH<sub>2</sub>PO<sub>4</sub>, pH 7.4) with HFIP &#x2264;1% (v/v). The mixed samples of IAPP-A&#x3b2;40 were prepared by co-incubating monomeric IAPP and monomeric A&#x3b2;40&#xa0;at equimolar concentration 10&#xa0;&#xb5;M:10&#xa0;&#xb5;M or 20&#xa0;&#xb5;M:20&#xa0;&#xb5;M of each peptide) by diluting the required volumes of IAPP and A&#x3b2;40 HFIP stocks in phosphate buffer (10&#xa0;mM NaH<sub>2</sub>PO<sub>4</sub>, pH 7.4) with HFIP &#x2264;1% (v/v).</p>
<p>For the inhibition of co-aggregation experiments, IAPP-A&#x3b2;40 mixed samples were prepared by co-incubating monomeric IAPP and monomeric A&#x3b2;40&#xa0;at equimolar concentration (20&#xa0;&#xb5;M:20&#xa0;&#xb5;M) in the presence of increasing EGCG concentrations, 10, 20, 40, and 100&#xa0;&#xb5;M.</p>
<p>For the inhibitors screening tests, stock solutions of the candidate inhibitors, caffeic acid, (&#x2212;)-epigallocatechin gallate (EGCG), myricetin, silibinin, curcumin and rosmarinic acid, were freshly prepared prior to each experiment. For caffeic acid, myricetin, silibinin, curcumin, and rosmarinic acid, stock solutions were prepared in 100% DMSO before further dilution in phosphate buffer (10&#xa0;mM NaH<sub>2</sub>PO<sub>4</sub>, pH 7.4) with a final DMSO ratio of 0.25% or 0.5% (v/v). IAPP or A&#x3b2;40 samples were individually co-incubated with each inhibitor at an equimolar concentration of 40&#xa0;&#xb5;M. Control samples included the incubation of IAPP alone (40&#xa0;&#xb5;M) or A&#x3b2;40 (40&#xa0;&#xb5;M) alone in the absence of the inhibitors. Also, for inhibitors which were dissolved in DMSO, control samples of IAPP alone or A&#x3b2;40 alone containing matching DMSO ratios were prepared.</p>
<p>To initiate the aggregation process, samples described above were incubated at 37&#xb0;C under quiescent conditions and at the indicated time-points during the aggregation process, aliquots from each sample were withdrawn for the different characterization methods including the thioflavin-T (ThT) fluorescence assay, circular dichroism (CD), scanning transmission electron microscopy (STEM) and cell viability assays.</p>
</sec>
<sec id="s2-3">
<title>Thioflavin-T Fluorescence Assay</title>
<p>Thioflavin-T (ThT) stock solution was freshly prepared prior to each experiment by dissolving the ThT dye in autoclaved Milli-Q water at a concentration of 30&#xa0;&#xb5;M. The aggregation kinetic profiles of all samples described above were obtained using ThT fluorescence measurements at specific time-points during the aggregation process. At each time-point, peptide aliquots (70&#xa0;&#xb5;L) were mixed with ThT stock solution (70&#xa0;&#xb5;L) in black flat-bottom 96&#x20;well-plates (Nunclon Delta-Treated, Thermo Fisher Scientific). Immediately after mixing, ThT fluorescence intensities (&#x3bb;ex 440&#xa0;nm and &#x3bb;em 485&#xa0;nm) were measured <italic>via</italic> an Infinite 200 Pro microplate reader (Tecan Trading AG, Switzerland). For each experiment, the ThT signal intensities represent the mean of at least triplicate measurements. The fluorescence value of the blank containing ThT only was measured and included in the calculations to produce all ThT data in <xref ref-type="fig" rid="F1">Figure&#x20;1</xref> and <xref ref-type="fig" rid="F6">Figure&#x20;6A</xref>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Kinetic profiles of the co-aggregation (IAPP-A&#x3b2;40 equimolar mixture) and self-aggregation (IAPP alone and A&#x3b2;40 alone) pathways. The self-aggregation profiles of IAPP alone and A&#x3b2;40 alone were acquired at three increasing concentrations: <bold>(A)</bold> 10&#xa0;&#xb5;M, <bold>(B)</bold> 20&#xa0;&#xb5;M and <bold>(C)</bold> 40&#xa0;&#xb5;M. The co-aggregation profiles of equimolar mixture of IAPP:A&#x3b2;40 were acquired at <bold>(B)</bold> 10&#xa0;&#xb5;M:10&#xa0;&#xb5;M and <bold>(C)</bold> 20&#xa0;&#xb5;M:20&#xa0;&#xb5;M. <bold>(D)</bold> ThT fluorescence intensities of the freshly prepared samples (i.e., 0-Hour) of IAPP alone, A&#x3b2;40 alone and IAPP-A&#x3b2;40 at all examined concentrations. <bold>(E)</bold> Time evolution of inter-peptide hydrogen bonds formed between IAPP and A&#x3b2;40 in their hetero-dimer system. All ThT fluorescence data (a.u.) represent mean&#x20;&#xb1; SE (<italic>n</italic>&#x20;&#x3d; 3).</p>
</caption>
<graphic xlink:href="fmolb-09-842582-g001.tif"/>
</fig>
<p>For the ThT-screening experiments of candidate polyphenolic inhibitors, additional control experiments were performed (experimental design was adopted from the study by (<xref ref-type="bibr" rid="B43">Hudson et&#x20;al., 2009</xref>) to test whether the selected polyphenols interact with the ThT dye and interfere with its fluorescence spectra and/or competitively bind with its fibril binding sites. In the control experiments, the ThT fluorescence spectra (&#x3bb;ex 440&#xa0;nm, &#x3bb;em 470&#x2013;700&#xa0;nm) were acquired for pre-formed IAPP fibrils (40&#xa0;&#xb5;M) or A&#x3b2;40 fibrils (40&#xa0;&#xb5;M) in the presence of ThT (30&#xa0;&#xb5;M). Next, each polyphenol (40&#xa0;&#xb5;M) was added to the mixture of ThT (30&#xa0;&#xb5;M) and pre-formed IAPP fibrils (40&#xa0;&#xb5;M) or A&#x3b2;40 fibrils (40&#xa0;&#xb5;M) and the fluorescence spectra (&#x3bb;ex 440&#xa0;nm, &#x3bb;em 470&#x2013;700&#xa0;nm) were reacquired immediately to examine any changes in the ThT fluorescence spectra in very short periods of&#x20;time.</p>
<p>For the inhibition of co-aggregation kinetic experiments, similar control experiments were acquired where EGCG (0.1&#x2013;100&#xa0;&#xb5;M) was added to the mixture of ThT (30&#xa0;&#xb5;M) with preformed IAPP-A&#x3b2;40 hetero-aggregates to check if EGCG affects their ThT fluorescence spectra.</p>
</sec>
<sec id="s2-4">
<title>Scanning Transmission Electron Microscopy</title>
<p>At different time-points during the aggregation process, 15&#xa0;&#xb5;L of peptide samples was withdrawn and placed on carbon-coated copper grids (Ted Pella Inc., CA, United&#x20;States) for 2&#xa0;min. Next, filter paper was utilized to absorb the remaining solution. The staining solution (15&#xa0;&#xb5;L), containing 2&#xa0;mg/ml of ammonium molybdate, was placed on the grid for 1&#xa0;min. Similarly, the remaining solution was removed by a filter paper. Images were acquired using FEI TecnaiTM T20 TEM 200&#xa0;kV (Thermo Fisher Scientific, OR, United&#x20;States) using the Scanning Transmission Electron Microscopy (STEM) mode as it enables the imaging of aggregates with enhanced contrast due to its HAADF (high-angle annular dark-field) detector. The obtained images were further analyzed using ImageJ software (1.52a) by measuring the dimensions of the formed assemblies (diameters of fibrillar or non-fibrillar aggregates).</p>
</sec>
<sec id="s2-5">
<title>Far-UV Circular Dichroism Spectroscopy</title>
<p>Circular dichroism (CD) spectra were obtained for samples containing IAPP alone (10, 20&#xa0;&#xb5;M), A&#x3b2;40 alone (10, 20&#xa0;&#xb5;M) and equimolar mixture of IAPP-A&#x3b2;40 (10&#xa0;&#xb5;M:10&#xa0;&#xb5;M or 20M:20&#xa0;&#xb5;M). Also, samples were prepared for equimolar mixture of IAPP-A&#x3b2;40 in the absence and presence of increasing EGCG concentrations (10, 20, 40, and 100&#xa0;&#xb5;M). Similar to the kinetics study, all samples were prepared in phosphate buffer (10&#xa0;mM NaH<sub>2</sub>PO<sub>4</sub>, pH 7.4) with 1% HFIP (v/v). For fresh (0-Hour) samples, CD measurements were obtained immediately after diluting the peptides from their HFIP stocks into the buffer. CD spectra were collected between 190 and 260&#xa0;nm at room temperature at 1&#xa0;nm/s scan rate in 1&#xa0;mm quartz cuvettes using Chirascan CD spectrometer (Applied Photophysics). CD spectra of the buffer alone or buffer containing different EGCG concentrations were subtracted from their corresponding peptide samples to examine the secondary structural changes of the peptides only. The deconvolution of CD spectra were analyzed using DICHROWEB (<xref ref-type="bibr" rid="B109">Whitmore and Wallace, 2008</xref>) by selecting CONTIN as the analysis program (<xref ref-type="bibr" rid="B105">van Stokkum et&#x20;al., 1990</xref>) and Set 4 as the reference set (<xref ref-type="bibr" rid="B97">Sreerama et&#x20;al., 2000</xref>).</p>
</sec>
<sec id="s2-6">
<title>Cell Culture</title>
<p>PC-12 cells (ATCC), rat pheochromocytoma-derived adrenal medulla cells, and RIN-m5F (ATCC), rat insulinoma-derived pancreatic beta-cells, were utilized in this study as the neuronal and pancreatic cell models, respectively. The base medium for both cell lines was the Roswell Park Memorial Institute (RPMI)-1640 base medium (Gibco, Thermo Fisher Scientific) containing 4.5&#xa0;g/L glucose, 1.5&#xa0;g/L sodium bicarbonate, 1&#xa0;mM sodium pyruvate, 10&#xa0;mM HEPES and 2&#xa0;mM <sc>l</sc>-glutamine. For PC-12 cells, the base medium was supplemented with 10% heat-inactivated horse serum (Gibco), 5% fetal bovine serum (Gibco) and 1% penicillin-streptomycin (Gibco) whereas for RIN-m5F cells, the base medium was supplemented with 10% fetal bovine serum and 1% penicillin-streptomycin. Both cell types were maintained in a humidified incubator (37&#xb0;C, 5%&#x20;CO<sub>2</sub>).</p>
</sec>
<sec id="s2-7">
<title>MTT&#x20;Cell Viability Assay</title>
<p>Individual peptide samples including IAPP alone (20&#xa0;&#xb5;M) and A&#x3b2;40 alone (20&#xa0;&#xb5;M) as well as mixed peptide samples (IAPP:A&#x3b2;40, 20&#xa0;&#xb5;M:20&#xa0;&#xb5;M) were prepared as described in the sample preparation section. All samples were incubated at 37&#xb0;C for 3&#xa0;h or 96&#xa0;h to produce homo-aggregates and hetero-aggregates. It is important to note that for cell viability assays, the self-aggregation and co-aggregation samples were prepared in very low volumes of HFIP such that the final HFIP volume did not exceed 0.32% (v/v); a ratio that we initially tested and found to be non-toxic on both cell lines (PC-12 and RIN-m5F cells).</p>
<p>Before addition to cells, samples of homo-aggregates and hetero-aggregates were diluted in serum-free base media. Homo-aggregates (IAPP alone or A&#x3b2;40 alone) were added to each cell model at increasing concentrations of 10, 100, 500&#xa0;nM, 1&#xa0;&#x3bc;, 2&#xa0;, 4&#xa0;, 6, and 8&#xa0;&#xb5;M. Hetero-aggregates (equimolar mixture of IAPP and A&#x3b2;40) were added to each cell model at the above concentration range where each concentration represents the total concentration of both peptides (i.e.,&#x20;each peptide was present at 5, 50, 250&#xa0;nM, 0.5, 1, 2, 3, and 4&#xa0;&#xb5;M).</p>
<p>For testing the effect of EGCG in inhibiting the cytotoxicity of hetero-aggregates, samples of IAPP-A&#x3b2;40 (20&#xa0;&#xb5;M:20&#xa0;&#xb5;M) in the absence and presence of increasing EGCG concentrations (10, 20, 40, and 100&#xa0;&#xb5;M) were prepared as described previously and were extracted at 96&#xa0;h for the MTT experiments. IAPP-A&#x3b2;40 samples in the presence of EGCG were diluted in serum-free base media to yield final EGCG concentrations as follows: IAPP:A&#x3b2;40:EGCG at 1&#xa0;&#xb5;M:1&#xa0;&#xb5;M:5&#xa0;&#xb5;M, 1&#xa0;&#xb5;M:1&#xa0;&#xb5;M:2&#xa0;&#xb5;M, 1&#xa0;&#xb5;M:1&#xa0;&#xb5;M:1 and 1&#xa0;&#xb5;M:1&#xa0;&#xb5;M:0.5&#xa0;&#xb5;M. In addition, higher concentrations of the samples were also tested as follows: IAPP:A&#x3b2;40:EGCG at 2&#xa0;&#xb5;M:2&#xa0;&#xb5;M:10&#xa0;&#xb5;M, 2&#xa0;&#xb5;M:2&#xa0;&#xb5;M:4&#xa0;&#xb5;M, 2&#xa0;&#xb5;M:2&#xa0;&#xb5;M:2&#xa0;&#xb5;M and 2&#xa0;&#xb5;M:2&#xa0;&#xb5;M:1&#xa0;&#xb5;M.</p>
<p>Cells were seeded in clear flat-bottom 96&#x20;well-plates (Nunclon Delta-Treated, Thermo Scientific&#x2122;) at 30,000 cells/well and 50,000 cells/well for RIN-m5F cells and PC-12 cells, respectively, and seeded cells were allowed to stabilize for 24&#xa0;h in a humidified incubator (37&#xb0;C, 5% CO<sub>2</sub>) before adding the treatments. Next, the treatments described above were added to each cell line and cells were incubated for 24&#xa0;h under treatment in a humidified incubator (37&#xb0;C, 5% CO<sub>2</sub>). Control cells included PC-12 or RIN-m5F cells supplemented with base media only which had matching buffer concentrations (v/v) as in the peptide treatments. After 24&#xa0;h, MTT (3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyl tetrazolium bromide) solution (5&#xa0;mg/ml) was added to each well at a final concentration of 0.45&#xa0;mg/ml and cells were incubated with MTT for an additional 4&#xa0;h in a humidified incubator (37&#xb0;C, 5% CO<sub>2</sub>). Next, supernatant was removed carefully and 100&#xa0;&#xb5;L of DMSO was added and mixed thoroughly in each well to dissolve the formed formazan crystals. The absorbance signal was measured at 570&#xa0;nm using the Infinite 200 Pro microplate reader (Tecan Trading AG, Switzerland). Cell viability rates were obtained by comparing the absorbance of treated cells to that of control cells as follows: Cell viability rate &#x3d; (treated cells with MTT)/(control cells with MTT) &#xd7; 100. For each experiment, cell viability rates represent the mean of at least triplicate measurements.</p>
<p>In addition, to test whether EGCG interferes with MTT absorbance, wells having EGCG (0.5&#x2013;40&#xa0;&#xb5;M) and MTT only (i.e.,&#x20;no cells) were regarded as the negative control and their absorbance values (at 570&#xa0;nm) were obtained and later subtracted (in case of any detected interference effect) from cells treated with matching EGCG concentrations. In addition, MTT assay was used to measure the cell viability of each cell line treated with EGCG (0.5&#x2013;40&#xa0;&#xb5;M) alone (i.e.,&#x20;without peptide addition) to examine whether EGCG could have its own effects on the cell viabilities.</p>
</sec>
<sec id="s2-8">
<title>Live/Dead Cell Viability Assay</title>
<p>The LIVE/DEAD&#x2122; Cell Imaging Kit (Molecular Probes&#x2122;, Thermo Fisher Scientific) was used to assess the viability of PC-12 cells and RIN-m5F cells, using Calcein AM and BOBO-3 Iodide to stain for live and dead (membrane-compromised) cells, respectively. Cells were seeded in clear flat-bottom 96&#x20;well-plates (Nunclon Delta-Treated, Thermo Scientific&#x2122;) at 30,000 cells/well and 50,000 cells/well for RIN-m5F cells and PC-12 cells, respectively, and seeded cells were allowed to stabilize for 24&#xa0;h in a humidified incubator (37&#xb0;C, 5% CO2) before adding the treatments. Next, the cells were treated with 96&#xa0;h-aged hetero-aggregates of IAPP-A&#x3b2;40 (1&#xa0;&#xb5;M:1&#xa0;&#xb5;M) in the absence and presence of EGCG at 2&#xa0;&#xb5;M or 5&#xa0;&#xb5;M. Cell treated with base media were considered as the positive control (live cells) whereas cells treated with 50% ethanol were considered as the negative control (dead cells). Cells were incubated for 24&#xa0;h under treatment which was followed by the removal of the treatment and the addition of the two staining fluorophores. Fluorescence microscope (Zeiss ZEN, Germany) was used to obtain the fluorescence images of cells. Cell viability rates were calculated as follows: (number of live cells/numbers of live cells &#x2b; number of dead cells) &#xd7; 100. ImageJ software (1.52a) was used to count the number of live and dead&#x20;cells.</p>
</sec>
<sec id="s2-9">
<title>Molecular Dynamics Simulations: Systems and Conditions</title>
<p>Molecular dynamics (MD) simulations were performed to investigate the early stages of IAPP and A&#x3b2;40&#x20;cross-interaction by studying the formation of IAPP-A&#x3b2;40 hetero-dimers. In addition, the formation of IAPP-A&#x3b2;40 hetero-dimer in presence of EGCG was investigated to understand, at an atomic level, the inhibitory role of EGCG against IAPP-A&#x3b2;40 cross-interaction.</p>
<p>Two systems were modelled, the first contains one A&#x3b2;40 monomer and one IAPP monomer and the second contains one A&#x3b2;40 monomer, one IAPP monomer and 5 EGCG molecules. The starting structures of A&#x3b2;40 (PDBID: 2LFM) (<xref ref-type="bibr" rid="B106">Vivekanandan et&#x20;al., 2011</xref>) and IAPP (PDBID: 2L86) (<xref ref-type="bibr" rid="B75">Nanga et&#x20;al., 2011</xref>) were obtained from the Protein Data Bank. EGCG structure was built from its canonical SMILES obtained from PubChem database. Since A&#x3b2;40 and IAPP structures were resolved in multimeric forms, therefore, in this study we have only taken one monomeric structure for each peptide. The initial A&#x3b2;40 and IAPP monomeric structures for dimer simulations were taken from the most populated clusters from a preceding 500 ns MD simulation of monomeric A&#x3b2;40 and IAPP in solution.</p>
<p>To study the underlying mechanism of hetero-dimer formation, we placed the two monomers that correspond to A&#x3b2;40 and IAPP peptides randomly using the PACKMOL (<xref ref-type="bibr" rid="B62">Mart&#xed;nez et&#x20;al., 2009</xref>). The two monomers were placed with at least 1.2&#xa0;nm distance between them in a simulation box of size &#x223c;10&#xa0;nm &#xd7; 10&#xa0;nm &#xd7; 10&#xa0;nm.</p>
<p>All-atom MD simulations were performed using the GROMACS 2020 (<xref ref-type="bibr" rid="B39">Hess et&#x20;al., 2008</xref>) package. All the simulations were performed using the CHARMM36m (<xref ref-type="bibr" rid="B42">Huang et&#x20;al., 2017</xref>) with the TIP3P (<xref ref-type="bibr" rid="B48">Jorgensen et&#x20;al., 1983</xref>) water model. To mimic the experimental condition, we added 0.01&#xa0;M NaCl to the system. The equations of motions were integrated with a time-step of 2 fs. Constant temperature and pressure ensembles were used. The temperature was set to 310&#xa0;K using the Berendsen thermostat. Pressure was kept constant at 1&#xa0;bar using the Parrinello-Rahman barostat (<xref ref-type="bibr" rid="B83">Parrinello and Rahman, 1981</xref>). Periodic boundary conditions were implemented in all directions. Non-bonded interactions were truncated after 10&#xa0;&#xc5; with a dispersion correction. The neighbor list for non-bonded pairs was updated with every 40 steps. We used a cut-off radius of 10&#xa0;&#xc5; for the neighbor search. Long-range electrostatic interactions were computed by particle mesh Ewald summation method (<xref ref-type="bibr" rid="B24">Darden et&#x20;al., 1993</xref>) with a grid spacing of 0.16&#xa0;nm and an interpolation of order 4. Covalent bonds of water and protein were constrained to their equilibrium geometries using SETTLE (<xref ref-type="bibr" rid="B69">Miyamoto and Kollman, 1992</xref>) and LINCS (<xref ref-type="bibr" rid="B38">Hess et&#x20;al., 1997</xref>) algorithms, respectively. Data was recorded every 2 ps for further analysis.</p>
<p>For the hetero-dimer systems, we employed the first minimization run of 8,000 steps to remove the bad contacts that may arise due to the random placement of water and ions. The equilibration was performed with a positional restraint under NVT ensemble at 310&#xa0;K for 10 ns. Then, NPT ensemble simulations were performed for 10 ns at 1&#xa0;bar. Finally, the NPT production run was performed for 700 ns at 310&#xa0;K and 1&#xa0;bar without any restraint.</p>
<p>VMD (<xref ref-type="bibr" rid="B44">Humphrey et&#x20;al., 1996</xref>) was used to analyze the MD trajectories by identifying the inter-peptide hydrogen bonds that form at the dimer interface between IAPP chain and A&#x3b2;40 chain. Hydrogen bonds were considered when the distance between acceptor and donor atoms is below 3.0&#xa0;&#xc5; and when the angle between donor-Hydrogen-acceptor is less than 20&#xb0;.</p>
<p>The secondary structure of each A&#x3b2;40-IAPP residue was determined using the defined secondary structure program (DSSP), invoked <italic>via</italic> the GROMACS tool do_dssp (<xref ref-type="bibr" rid="B123">Zhang and Sagui, 2015</xref>). To facilitate a clear representation, the data of similar secondary structure were grouped together: &#x3b2;-strands and &#x3b2;-bridges were coupled as &#x3b2;-sheets.</p>
</sec>
<sec id="s2-10">
<title>Statistical Analysis</title>
<p>Data were presented as the mean&#x20;&#xb1; standard error (SE) for n independent trials as reported in the figure captions. Unpaired t&#x20;test was used to compare between control and treated samples. In all statistical analysis, <italic>p</italic>-values &#x3c; 0.05 were considered significant and were reported in the figure captions.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Characterizing the Kinetic Profiles of IAPP-A&#x3b2;40 Co-Aggregation vs. Self-Aggression</title>
<p>To better understand the differences between the co-aggregation and self-aggregation processes of IAPP and A&#x3b2;, and to examine how self-interaction and cross-interaction affect the total amount of aggregate formation, we utilized the ThT fluorescence assay to characterize the self-aggregation (IAPP alone and A&#x3b2;40 alone) and co-aggregation (IAPP-A&#x3b2;40 mixture) kinetic profiles as demonstrated in <xref ref-type="fig" rid="F1">Figure&#x20;1</xref>. In addition, <xref ref-type="fig" rid="F1">Figure&#x20;1</xref> reports the cross-interaction of IAPP and A&#x3b2;40 that was investigated using molecular dynamics (MD) simulations of the hetero-dimer formation of IAPP-A&#x3b2;40.</p>
<p>We started by characterizing IAPP and A&#x3b2;40&#x20;self-aggregation kinetics at three increasing concentrations (10, 20, and 40&#xa0;&#xb5;M). As seen in <xref ref-type="fig" rid="F1">Figure&#x20;1A</xref>, IAPP (10&#xa0;&#xb5;M) showed a self-aggregation process that is marked with a fast nucleation event (1&#xa0;h only), a high elongation rate and an early occurrence of the saturation phase indicating a highly aggregation-prone peptide. However, A&#x3b2;40 (10&#xa0;&#xb5;M) showed a noticeably slower self-aggregation process that is marked with a well-defined nucleation period of 72&#xa0;h followed by an elongation phase between 72&#x2013;144&#xa0;h. As shown in <xref ref-type="fig" rid="F1">Figure&#x20;1B</xref>, increasing A&#x3b2;40 concentration from 10 to 20&#xa0;&#xb5;M resulted in reducing the nucleation event from 72 to 24&#xa0;h. In addition, increasing A&#x3b2;40 concentration to 40&#xa0;&#xb5;M resulted in diminishing the nucleation time as seen in <xref ref-type="fig" rid="F1">Figure&#x20;1C</xref>. Similarly, increasing IAPP concentration from 10 to 20&#xa0;, and 40&#xa0;&#xb5;M completely diminished the nucleation time and dramatically increased the ThT fluorescence intensities over the course of the experiment (<xref ref-type="fig" rid="F1">Figures&#x20;1B,C</xref>).</p>
<p>Next, we characterized co-aggregation kinetics of IAPP-A&#x3b2;40 samples, prepared by co-incubating equimolar concentrations of monomeric IAPP and A&#x3b2;40, at two increasing concentrations (IAPP:A&#x3b2;40, 10&#xa0;&#xb5;M:10&#xa0;&#xb5;M and 20&#xa0;&#xb5;M:20&#xa0;&#xb5;M). As seen in <xref ref-type="fig" rid="F1">Figure&#x20;1B</xref>, the co-aggregation pathway of IAPP:A&#x3b2;40 (10&#xa0;&#xb5;M:10&#xa0;&#xb5;M) had a nucleation period of 12&#xa0;h, which is substantially longer than that of IAPP alone (20&#xa0;&#xb5;M) and shorter than that of A&#x3b2;40 alone (20&#xa0;&#xb5;M). However, IAPP:A&#x3b2;40 sample at a higher concentration of each peptide (20&#xa0;&#xb5;M:20&#xa0;&#xb5;M) did not show a nucleation time; an observation that was also seen in the individual peptide samples at equivalent concentrations, IAPP (40&#xa0;&#xb5;M) and A&#x3b2;40 (40&#xa0;&#xb5;M), which also lacked well-defined nucleation periods. In fact, the absence of nucleation events in these samples is likely due to the high concentration (40&#xa0;&#xb5;M) employed, which led to strong and immediate interactions of IAPP and/or A&#x3b2;40 monomers and the instant formation of early aggregates. Some previous studies (<xref ref-type="bibr" rid="B116">Yan et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B115">Yan et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B41">Hu et&#x20;al., 2015</xref>) reported elongated nucleation periods in IAPP-A&#x3b2;40 co-aggregation in comparison to self-aggregation, while others (<xref ref-type="bibr" rid="B119">Young et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B36">Ge et&#x20;al., 2018</xref>) reported intermediate nucleation periods of IAPP-A&#x3b2;40 that were close to that of IAPP alone or A&#x3b2;40 alone. In our work, we tested two IAPP-A&#x3b2;40 concentrations and we observed an intermediate nucleation event for IAPP:A&#x3b2;40 (10&#xa0;&#xb5;M:10&#xa0;&#xb5;M), while no nucleation event was detected for IAPP:A&#x3b2;40 (20&#xa0;&#xb5;M:20&#xa0;&#xb5;M).</p>
<p>To examine the difference between the amount of homo-aggregate and hetero-aggregate formation at the end of the incubation periods, we compared the final ThT fluorescence intensities of IAPP-A&#x3b2;40 with those of individual peptide samples at equivalent concentrations. As seen in <xref ref-type="fig" rid="F1">Figures 1B,C</xref>, the final ThT fluorescence intensity of IAPP:A&#x3b2;40 (10&#xa0;&#xb5;M:10&#xa0;&#xb5;M) is lower than that of IAPP alone (20&#xa0;&#xb5;M) and A&#x3b2;40 alone (20&#xa0;&#xb5;M). Similarly, the final ThT fluorescence intensity of IAPP:A&#x3b2;40 (20&#xa0;&#xb5;M:20&#xa0;&#xb5;M) is significantly less than that of IAPP alone (40&#xa0;&#xb5;M) and A&#x3b2;40 alone (40&#xa0;&#xb5;M). These results suggest that IAPP-A&#x3b2;40 cross-interaction reduces, although does not prevent, the hetero-aggregate formation in comparison to homo-aggregate formation.</p>
<p>The ThT data of freshly prepared samples (i.e.,&#x20;0-Hour time-point) in <xref ref-type="fig" rid="F1">Figure&#x20;1D</xref> reveal another distinction between the mixed and individual peptide samples. Particularly, the ThT fluorescence of freshly prepared IAPP:A&#x3b2;40 (10&#xa0;&#xb5;M:10&#xa0;&#xb5;M) is 1.7-fold and 4-fold higher than A&#x3b2;40 alone (20&#xa0;&#xb5;M) and IAPP alone (20&#xa0;&#xb5;M), respectively. Similarly, the ThT fluorescence of freshly prepared IAPP:A&#x3b2;40 (20&#xa0;&#xb5;M:20&#xa0;&#xb5;M) is 2.5-fold and 15-fold higher than A&#x3b2;40 alone (40&#xa0;&#xb5;M) and IAPP alone (40&#xa0;&#xb5;M), respectively. These results suggest that mixing monomers of IAPP and A&#x3b2;40 leads to their strong binding and the instant formation of hetero-assemblies (morphologies will be demonstrated in <xref ref-type="fig" rid="F2">Figure&#x20;2A</xref>) that in turn, enhance ThT fluorescence. The strong binding between IAPP and A&#x3b2;40 can be first interpreted by their electrostatic interactions where at physiological pH, IAPP is positively charged (net charge of &#x2b;3 (<xref ref-type="bibr" rid="B1">Akter et&#x20;al., 2016</xref>) whereas A&#x3b2;40 is negatively charged (net charge of &#x2212;3 (<xref ref-type="bibr" rid="B4">Assarsson et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B117">Yang et&#x20;al., 2018</xref>)). Hence, monomeric IAPP and A&#x3b2;40 may exert attractive electrostatic interactions on one another when mixed together.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Morphological characterization using scanning transmission electron microscopy (STEM) of <bold>(A)</bold> 0-Hour, <bold>(B)</bold> 3-Hours, and <bold>(C)</bold> 96-Hours assemblies formed by the co-aggregation of IAPP-A&#x3b2;40 (20&#xa0;&#xb5;M:20&#xa0;&#xb5;M), as well as those formed by the self-aggregation of IAPP alone (20 and 40&#xa0;&#xb5;M) and A&#x3b2;40 alone (20 and 40&#xa0;&#xb5;M). All scale bars represent 200&#xa0;nm.</p>
</caption>
<graphic xlink:href="fmolb-09-842582-g002.tif"/>
</fig>
<p>Next, to verify that the co-aggregation pathways presented in <xref ref-type="fig" rid="F1">Figures 1B,C</xref> are mediated by hetero-assemblies that form due to IAPP and A&#x3b2;40&#x20;cross-interaction, we employed MD simulations to investigate the early events of IAPP-A&#x3b2;40 hetero-dimer formation. The formation of IAPP-A&#x3b2;40 hetero-dimer during the MD simulation was analyzed by identifying the number of inter-peptide hydrogen bonds that form at the dimer interface between chain A (IAPP) and chain B (A&#x3b2;40). As shown in <xref ref-type="fig" rid="F1">Figure&#x20;1E</xref>, after 50 ns of initiating the MD simulation of IAPP and A&#x3b2;40 monomers, the number of inter-peptide hydrogen bonds started to evolve and increase with time to reach up to 12 hydrogen bonds that stabilize IAPP-A&#x3b2;40 hetero-dimer (see <xref ref-type="sec" rid="s11">Supplementary Figure S1A</xref> for a representative snapshot of IAPP-A&#x3b2;40 hetero-dimer).</p>
<p>A previous study (<xref ref-type="bibr" rid="B2">Andreetto et&#x20;al., 2010</xref>) has experimentally investigated the cross-interaction of IAPP and A&#x3b2;40, where monomeric IAPP and A&#x3b2;40 were shown to strongly interact with binding affinities in the low nano-molar range. In addition, the same group and <italic>in silico</italic> studies reported specific hot regions within IAPP and A&#x3b2;40 sequences that mediate their cross-interaction (<xref ref-type="bibr" rid="B2">Andreetto et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B5">Bakou et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B30">D&#x2019;Urso et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B36">Ge et&#x20;al., 2018</xref>). Hence, our results and previous studies prove the high propensity of IAPP and A&#x3b2;40 to cross-interact when mixed together to form hetero-assemblies that drive the co-aggregation pathways seen in ThT experiments (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>). In fact, IAPP and A&#x3b2;40 share a high sequence similarity, including 25% sequence identity, as indicated by their sequence alignment (<xref ref-type="sec" rid="s11">Supplementary Figure S2</xref>). The high similarity in their sequences, the existence of sequence-specific binding sites and their common &#x3b2;-sheet structural basis, provide mechanistic justifications of their co-aggregation and cross-seeding (<xref ref-type="bibr" rid="B53">Konstantoulea et&#x20;al., 2021b</xref>; <xref ref-type="bibr" rid="B124">Zhang et&#x20;al., 2021</xref>).</p>
</sec>
<sec id="s3-2">
<title>Characterizing the Morphological Changes of IAPP-A&#x3b2;40 Co-Aggregation vs. Self-Aggregation</title>
<p>Scanning Transmission Electron Microscopy (STEM) was used to characterize the morphologies of samples containing IAPP alone (20&#xa0;&#xb5;M or 40&#xa0;&#xb5;M), A&#x3b2;40 alone (20&#xa0;&#xb5;M or 40&#xa0;&#xb5;M) and IAPP-A&#x3b2;40 mixture (20&#xa0;&#xb5;M:20&#xa0;&#xb5;M) at three time-points during the self- and co-aggregation pathways, 0-Hour (fresh samples), 3-Hours (early aggregates) and 96-Hours (late aggregates) as shown in <xref ref-type="fig" rid="F2">Figure&#x20;2</xref> and <xref ref-type="sec" rid="s11">Supplementary Table&#x20;S1</xref>.</p>
<p>In <xref ref-type="fig" rid="F2">Figure&#x20;2A</xref>, the freshly prepared (i.e.,&#x20;0-Hour) IAPP-A&#x3b2;40 sample showed hetero-assemblies that are on average larger in diameter (38.4&#x20;&#xb1; 5.4&#xa0;nm) than the freshly prepared homo-assemblies of IAPP alone at 20&#xa0;&#xb5;M (13.5&#x20;&#xb1; 3.8&#xa0;nm) and 40&#xa0;&#xb5;M (19.6&#x20;&#xb1; 6.2&#xa0;nm) as well as A&#x3b2;40 alone at 20&#xa0;&#xb5;M (15.5&#x20;&#xb1; 4.7&#xa0;nm) and 40&#xa0;&#xb5;M (24.2&#x20;&#xb1; 5.2&#xa0;nm). The STEM findings suggest that the cross-interaction of IAPP and A&#x3b2;40 lead to the instant formation of large non-fibrillar hetero-assemblies that showed enhanced ThT fluorescence in comparison to homo-assemblies at the start of the ThT assay (<xref ref-type="fig" rid="F1">Figure&#x20;1D</xref>). In fact, a previous study showed, using mass spectrometry, that monomeric IAPP and A&#x3b2;40 form hetero-oligomers which consist of dimers and trimers of both peptide subunits that are different from the oligomers of IAPP alone or A&#x3b2;40 alone (<xref ref-type="bibr" rid="B119">Young et&#x20;al., 2015</xref>), while another paper (<xref ref-type="bibr" rid="B10">Bharadwaj et&#x20;al., 2020</xref>) demonstrated that IAPP-A&#x3b2;42 samples had higher formation of high molecular weight oligomers and large aggregates in comparison to A&#x3b2;42 alone samples.</p>
<p>
<xref ref-type="fig" rid="F2">Figure&#x20;2B</xref> demonstrates the STEM images of the 3&#xa0;h-aged assemblies formed in the individual and mixed peptide samples. IAPP samples (20 and 40&#xa0;&#xb5;M) formed intense fibrillar bundles, whereas A&#x3b2;40 (20&#xa0;&#xb5;M) was still in its lag phase (<xref ref-type="fig" rid="F1">Figure&#x20;1B</xref>), and round structures were only observed. Although the ThT profile of A&#x3b2;40 (40&#xa0;&#xb5;M) showed a strong fluorescence intensity at 3-Hours (<xref ref-type="fig" rid="F1">Figure&#x20;1C</xref>), STEM revealed the formation of only thin and short proto-fibril assemblies (fibril diameter 5.2&#x20;&#xb1; 1.1&#xa0;nm). Importantly, the 3&#xa0;h-aged IAPP-A&#x3b2;40 (20&#xa0;&#xb5;M:20&#xa0;&#xb5;M) samples formed early assemblies that were mainly populated by short fibrils (fibril diameter 12.0&#x20;&#xb1; 2.2&#xa0;nm) in addition to other amorphous aggregates that were not observed in the homo-assemblies of IAPP (40&#xa0;&#xb5;M) or A&#x3b2;40 (40&#xa0;&#xb5;M); see <xref ref-type="sec" rid="s11">Supplementary Figure S3</xref> for an additional representation of the amorphous hetero-assemblies. Our findings are in line with previous studies (<xref ref-type="bibr" rid="B116">Yan et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B41">Hu et&#x20;al., 2015</xref>) that depicted the formation of both fibrillar and non-fibrillar assemblies in IAPP-A&#x3b2; samples at early time-points.</p>
<p>
<xref ref-type="fig" rid="F2">Figure&#x20;2C</xref> shows that all samples (both mixed and individual peptides) formed mature fibrils as end products of their self- or co-aggregation pathways but with slight variations in the fibril diameters (see <xref ref-type="sec" rid="s11">Supplementary Table S1</xref>). Our results agree with previous studies that reported the formation of mature fibrils at the end of IAPP-A&#x3b2;40/42&#x20;co-aggregation (<xref ref-type="bibr" rid="B116">Yan et&#x20;al., 2007</xref>, <xref ref-type="bibr" rid="B115">2014</xref>; <xref ref-type="bibr" rid="B41">Hu et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B119">Young et&#x20;al., 2015</xref>). One study (<xref ref-type="bibr" rid="B115">Yan et&#x20;al., 2014</xref>) further demonstrated, using double immuno-gold TEM, the presence of both peptides (IAPP and A&#x3b2;40) in the hetero-fibrils that formed in the aged IAPP-A&#x3b2;40 samples in addition to the presence of some homo-assemblies; such findings highlight that IAPP and A&#x3b2;40&#x20;cross-interaction yield hetero-fibrils containing both peptides. Another study (<xref ref-type="bibr" rid="B10">Bharadwaj et&#x20;al., 2020</xref>), suggested the formation of amorphous IAPP-A&#x3b2;42 hetero-aggregates with thin fibrils extending along the edges of the amorphous deposits.</p>
</sec>
<sec id="s3-3">
<title>Characterizing the Secondary Structure and Conformational Changes of IAPP-A&#x3b2;40 Co-Aggregation vs. Self-Aggregation</title>
<p>Circular dichroism (CD) was utilized to examine the secondary structure and conformational changes of samples containing IAPP alone, A&#x3b2;40 alone and IAPP-A&#x3b2;40 which enabled us to verify the formation of hetero-assemblies due to the cross-interaction between IAPP and A&#x3b2;40. The estimated secondary structural elements obtained from the deconvolution of CD spectra are shown in <xref ref-type="sec" rid="s11">Supplementary Table&#x20;S2</xref>.</p>
<p>
<xref ref-type="fig" rid="F3">Figure&#x20;3A</xref> shows the CD spectrum of the freshly prepared IAPP-A&#x3b2;40 (10&#xa0;&#xb5;M:10&#xa0;&#xb5;M) sample which had two broad negative peaks at 205 and 226&#xa0;nm, unlike the spectrum of IAPP alone (10&#xa0;&#xb5;M) or A&#x3b2;40 alone (10&#xa0;&#xb5;M) that had pronounced negative peaks at 200&#xa0;nm which corresponds to their intrinsically disordered nature (<xref ref-type="bibr" rid="B116">Yan et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B41">Hu et&#x20;al., 2015</xref>). This result suggests the formation of more ordered structures in the mixed sample at an early time-point (see <xref ref-type="sec" rid="s11">Supplementary Table S2</xref>). Importantly, IAPP-A&#x3b2;40 (10&#xa0;&#xb5;M:10&#xa0;&#xb5;M) spectrum (red spectrum in <xref ref-type="fig" rid="F3">Figure&#x20;3A</xref>) does not represent the spectral summation of IAPP alone (10&#xa0;&#xb5;M) and A&#x3b2;40 alone (10&#xa0;&#xb5;M) (black spectrum in <xref ref-type="fig" rid="F3">Figure&#x20;3A</xref>) which demonstrates the occurrence of a cross-interaction event between IAPP and A&#x3b2;40 that yields hetero-assemblies with distinct CD spectra in comparison to those of the homo-assemblies. Additionally, the binding and cross-interaction of IAPP and A&#x3b2;40 was further shown in <xref ref-type="fig" rid="F3">Figure&#x20;3B</xref> as the CD spectrum of IAPP-A&#x3b2;40 (20&#xa0;&#xb5;M:20&#xa0;&#xb5;M) is markedly different than the spectrum of IAPP alone (20&#xa0;&#x3bc;M) or A&#x3b2;40 alone (20&#xa0;&#x3bc;M) and does not represent their spectral sum. By comparing <xref ref-type="fig" rid="F3">Figures 3A,B</xref>, the CD spectrum of IAPP-A&#x3b2;40 (10&#xa0;&#xb5;M:10&#xa0;&#xb5;M) lacks the positive peak at 200&#xa0;nm and has less pronounced peak at 228&#xa0;nm in comparison to IAPP-A&#x3b2;40 (20&#xa0;&#xb5;M:20&#xa0;&#xb5;M) indicating that the increase in peptide concentration in the mixture reduces the unordered structures and increases the &#x3b2;-sheets contents of the hetero-assemblies (see <xref ref-type="sec" rid="s11">Supplementary Table&#x20;S2</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Far-UV CD spectra of samples containing IAPP alone, A&#x3b2;40 alone and IAPP-A&#x3b2;40 (equimolar mixture) prepared at increasing concentrations as shown in <bold>(A)</bold> and <bold>(B)</bold>. Fresh samples were prepared by diluting peptides from their HFIP stocks into the buffer (10&#xa0;mM NaH<sub>2</sub>PO<sub>4</sub>, pH 7.4) and CD measurements were acquired immediately.</p>
</caption>
<graphic xlink:href="fmolb-09-842582-g003.tif"/>
</fig>
<p>At the end of the incubation period (i.e.,&#x20;96-Hours), the CD spectra of the mixed and individual peptide samples all had negative peaks at 219&#x2013;222&#xa0;nm indicating the presence of either aggregated or co-aggregated &#x3b2;-sheets assemblies (<xref ref-type="sec" rid="s11">Supplementary Figure S4</xref> and <xref ref-type="sec" rid="s11">Supplementary Table&#x20;S2</xref>).</p>
</sec>
<sec id="s3-4">
<title>Characterizing the Cytotoxicity of IAPP-A&#x3b2;40 Co-Aggregation vs. Self-Aggregation</title>
<p>PC-12 and RIN-m5F cells were adopted as the neuronal cell model and pancreatic cell model for &#x3b2;-cells, respectively. The 96&#xa0;h-aged homo-aggregates (IAPP alone or A&#x3b2;40 alone) and hetero-aggregates (equimolar mixture of IAPP-A&#x3b2;40) were assessed for their effect on the cell viabilities of PC-12 cells (<xref ref-type="fig" rid="F4">Figure&#x20;4A</xref>) and RIN-m5F cells (<xref ref-type="fig" rid="F4">Figure&#x20;4B</xref>) using the MTT assay. Samples of homo-aggregates and hetero-aggregates were diluted in serum-free cell culture media before addition to cells. Homo-aggregates (IAPP alone or A&#x3b2;40 alone) were added at final concentrations of 10&#xa0;nM&#x2013;8&#xa0;&#xb5;M. Hetero-aggregates (equimolar mixture of IAPP and A&#x3b2;40) were added at final concentrations of 10&#xa0;nM&#x2013;8&#xa0;&#xb5;M which represent the total concentration of both peptides (i.e.,&#x20;each peptide was present at 5&#xa0;nM&#x2013;4&#xa0;&#xb5;M).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>MTT results showing the normalized cell viability rates of <bold>(A)</bold> PC-12 cells and <bold>(B)</bold> RIN-m5F cells after treatment with 96&#x20;Hours-aged homo-aggregates (IAPP alone or A&#x3b2;40 alone) and hetero-aggregates (IAPP-A&#x3b2;40) at increasing concentrations (10&#xa0;nM&#x2013;8&#xa0;&#xb5;M). Normalized cell viability rates were calculated relative to control samples (cells without peptide treatment). Data represent mean&#x20;&#xb1; SE (<italic>n</italic>&#x20;&#x3d; 3).</p>
</caption>
<graphic xlink:href="fmolb-09-842582-g004.tif"/>
</fig>
<p>Based on the MTT results in <xref ref-type="fig" rid="F4">Figure&#x20;4A</xref>, IAPP and A&#x3b2;40&#x20;homo-aggregates are strongly toxic to PC-12 cells, specifically at concentrations &#x2265;1&#xa0;&#x3bc;M, which resulted in reducing the cell viability rates by at least 40 and 30% for IAPP alone and A&#x3b2;40 alone, respectively. Similarly, <xref ref-type="fig" rid="F4">Figure&#x20;4B</xref> showed that IAPP and A&#x3b2;40&#x20;homo-aggregates were highly toxic to RIN-m5F cells resulting in reducing the cell viability rates by at least 32 and 50% for IAPP alone (&#x2265;1&#xa0;&#xb5;M) and A&#x3b2;40 alone (&#x2265;1&#xa0;&#xb5;M), respectively. However, in comparison to IAPP homo-aggregates, A&#x3b2;40&#x20;homo-aggregates showed higher toxicity towards RIN-m5F cells at low concentrations of 100 and 500&#xa0;nM with viability rates &#x3c;60%.</p>
<p>Next, we evaluated the concentration dependence toxicity of IAPP-A&#x3b2;40 hetero-aggregates on the two cell models to understand, at an <italic>in&#x20;vitro</italic> level, the effect of co-aggregation on cell viabilities. Based on <xref ref-type="fig" rid="F4">Figures 4A,B</xref>, IAPP-A&#x3b2;40 hetero-aggregates were consistently and almost equally toxic to both cell models with cell viability rates not exceeding 50% at concentrations &#x2265; 1&#xa0;&#xb5;M:1&#xa0;&#xb5;M for IAPP:A&#x3b2;40. For the lower concentration of hetero-aggregates, (IAPP:A&#x3b2;40, 0.5&#xa0;&#xb5;M:0.5&#xa0;&#xb5;M), PC-12 and RIN-m5F&#xa0;cells had cell viability rates of 69 and 74%, respectively, which indicate the toxic nature of the hetero-aggregates at these low concentrations. Although ThT results (<xref ref-type="fig" rid="F1">Figures 1B,C</xref>) showed less enhancements in the ThT fluorescence for IAPP-A&#x3b2;40 mixture as compared to IAPP alone or A&#x3b2;40 alone, the cell viability data revealed that the hetero-aggregates are as toxic to both cell models as the homo-aggregates (see <italic>Discussion</italic> section).</p>
<p>In addition, given the potential cytotoxic effects of the oligomeric species, we tested the cytotoxicity of the oligomeric states of both individual (IAPP/A&#x3b2;40 alone) and mixed (IAPP-A&#x3b2;40) samples by adding the 3-Hours-aged homo-assemblies and hetero-assemblies to each cell model. As seen in <xref ref-type="sec" rid="s11">Supplementary Figure S5</xref>, the MTT results revealed that the oligomeric states of IAPP-A&#x3b2;40 hetero-assemblies were highly toxic to both cell models (cell viability rates at 46 and 61% for PC-12 cells and RIN-m5F cells, respectively). In addition, the 3-Hours-aged IAPP homo-assemblies were toxic to both cell models whereas those of A&#x3b2;40&#x20;homo-assemblies were more toxic on RIN-5mF cells than on PC-12 cells. Taken together, MTT results (<xref ref-type="fig" rid="F4">Figure&#x20;4</xref> and <xref ref-type="sec" rid="s11">Supplementary Figure S5</xref>) highlight the toxic effects of hetero-assemblies, at their oligomeric and fibrillar states, on both cell models.</p>
</sec>
</sec>
<sec sec-type="results" id="s4">
<title>Results</title>
<sec id="s4-1">
<title>Evaluation of candidate inhibitors against A&#x3b2;40 and IAPP self-aggregation</title>
<p>Here, we investigated the inhibitory actions of 6 selected polyphenolic candidates in preventing A&#x3b2;40 and IAPP self-aggregation. The most potent candidate was further tested for its potency in preventing IAPP-A&#x3b2;40 co-aggregation as we present&#x20;next.</p>
<p>A&#x3b2;40 and IAPP are two highly amyloidogenic peptides that are intrinsically disordered and are marked with large interaction interfaces that initiate their self-interactions (<xref ref-type="bibr" rid="B60">Longhena et&#x20;al., 2017</xref>). In order for inhibitors to prevent the aggregation of such peptides, they should theoretically block the sites of the highly plastic protein-protein interaction interfaces (<xref ref-type="bibr" rid="B60">Longhena et&#x20;al., 2017</xref>). Despite these challenges, naturally-derived small molecules, specifically polyphenols, are commonly investigated for preventing A&#x3b2;40/IAPP self-aggregation (<xref ref-type="bibr" rid="B85">Porat et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B28">Dhouafli et&#x20;al., 2018</xref>). In this research, we selected the polyphenols, Caffeic acid (<xref ref-type="bibr" rid="B19">Cheng et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B17">Chang et&#x20;al., 2019</xref>), Myricetin (<xref ref-type="bibr" rid="B81">Ono et&#x20;al., 2003</xref>, <xref ref-type="bibr" rid="B80">2012</xref>; <xref ref-type="bibr" rid="B96">Shimmyo et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B26">DeToma et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B120">Zelus et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B35">Gargari et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B29">Dubey et&#x20;al., 2021</xref>), Rosmarinic acid (<xref ref-type="bibr" rid="B80">Ono et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B101">Sun et&#x20;al., 2019</xref>), Curcumin (<xref ref-type="bibr" rid="B79">Ono et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B25">Daval et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B76">Nedumpully-Govindan et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B103">Thapa et&#x20;al., 2016</xref>), EGCG (<xref ref-type="bibr" rid="B8">Bastianetto et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B31">Ehrnhoefer et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B13">Bieschke et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B67">Meng et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B59">Liu et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B16">Cao and Raleigh, 2012</xref>; <xref ref-type="bibr" rid="B102">Suzuki et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B21">Cheng et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B45">Hyung et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B122">Zhang et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B107">Wang Q. et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B113">Xu et&#x20;al., 2016</xref>) and Silibinin (<xref ref-type="bibr" rid="B118">Yin et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B18">Cheng B et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B92">Sciacca et&#x20;al., 2017</xref>), as candidate inhibitors of A&#x3b2;40 and IAPP self-aggregation based on their known anti-aggregation activities in literature. <xref ref-type="fig" rid="F5">Figure&#x20;5A</xref> demonstrates the chemical structures of the polyphenolic candidate inhibitors.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Screening candidate polyphenolic inhibitors against A&#x3b2;40 and IAPP self-aggregation using ThT fluorescence assay. <bold>(A)</bold> 2D chemical structures of the candidate inhibitors including CFA: Caffeic acid, RSA: Rosmarinic acid, CR: Curcumin, MRC: Myricetin, EGCG: (&#x2010;)-Epigallocatechin gallate and SLB: Silibinin. Samples containing <bold>(B)</bold> A&#x3b2;40 monomers (40 &#x03BC;M) and <bold>(C)</bold> IAPP monomers (40&#xa0;&#xb5;M) were prepared in absence and presence of an equimolar concentration of each candidate inhibitor and the ThT fluorescence intensities of aged samples were obtained and normalized relative to control samples, (fluorescence of sample/fluorescence of A&#x3b2;40 alone or IAPP alone) &#xd7; 100. Data represent mean&#x20;&#xb1; SE (<italic>n</italic>&#x20;&#x3d; 3). &#x2a; <italic>p</italic>-value &#x3c; 0.01, &#x2a;&#x2a; <italic>p</italic>-value &#x3c; 0.001.</p>
</caption>
<graphic xlink:href="fmolb-09-842582-g005.tif"/>
</fig>
<p>First, we co-incubated A&#x3b2;40 (40&#xa0;&#xb5;M) or IAPP (40&#xa0;&#xb5;M) with each candidate inhibitor at an equimolar concentration (i.e.,&#x20;40&#xa0;&#xb5;M) and then measured the ThT fluorescence of aged samples in the absence and presence of each candidate inhibitor as shown in <xref ref-type="fig" rid="F5">Figures 5B,C</xref>. The reduction rates of ThT fluorescence obtained from <xref ref-type="fig" rid="F5">Figures 5B,C</xref> are shown in the second column of <xref ref-type="table" rid="T1">Table&#x20;1</xref>. Next, to examine whether the reported reductions in ThT fluorescence (<xref ref-type="fig" rid="F5">Figures 5B,C</xref>) could quantify the actual inhibition of A&#x3b2;40 or IAPP self-aggregation, we conducted control experiments based on the study by (<xref ref-type="bibr" rid="B43">Hudson et&#x20;al., 2009</xref>) as described in the Materials and Methods that test the possibility of the selected polyphenols in competitively binding with ThT on fibrils and/or in interfering with ThT fluorescence of preformed A&#x3b2;40 or IAPP fibrils. The control experiments (<xref ref-type="sec" rid="s11">Supplementary Figures S6, S7</xref>) revealed that Curcumin dramatically reduced the ThT fluorescence of preformed A&#x3b2;40/IAPP fibrils which suggest that the reductions of ThT fluorescence in <xref ref-type="fig" rid="F5">Figures 5B,C</xref> were highly biased by the quenching effect of Curcumin (40&#xa0;&#xb5;M) and hence may not indicate reduced fibril formation of either A&#x3b2;40 or IAPP. The control experiments showed some interference effects for each of Myricetin (40&#xa0;&#xb5;M), EGCG (40&#xa0;&#xb5;M) and Rosmarinic acid (40&#xa0;&#xb5;M) while Silibinin (40&#xa0;&#xb5;M) and Caffeic acid (40&#xa0;&#xb5;M) did not show any significant interference with the ThT fluorescence of preformed A&#x3b2;40/IAPP fibrils. The interference rate of each polyphenol with the ThT fluorescence spectra of preformed A&#x3b2;40/IAPP fibrils are presented in <xref ref-type="table" rid="T1">Table&#x20;1</xref> (third column).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Effective inhibition rates of A&#x3b2;40 (40&#xa0;&#xb5;M) or IAPP (40&#xa0;&#xb5;M) self-aggregation by each candidate inhibitor (40&#xa0;&#xb5;M) obtained by analyzing the results of the ThT screening experiments (<xref ref-type="fig" rid="F5">Figure&#x20;5</xref>) and the reported ThT-interference rates (<xref ref-type="sec" rid="s11">Supplementary Figures S6, S7</xref>).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Candidate polyphenols</th>
<th colspan="2" align="center">Reduction rates of ThT fluorescence obtained by co-incubating each polyphenol with A&#x3b2;40/IAPP (<xref ref-type="fig" rid="F5">Figure&#x20;5</xref>)<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>
</th>
<th colspan="2" align="center">Interference rate of each polyphenol with the ThT fluorescence of preformed A&#x3b2;40/IAPP fibrils (<xref ref-type="sec" rid="s11">Supplementary Figures S6, S7</xref>)<xref ref-type="table-fn" rid="Tfn2">
<sup>b</sup>
</xref>
</th>
<th colspan="2" align="center">Effective inhibition of A&#x3b2;40/IAPP self-aggregation by each polyphenol<xref ref-type="table-fn" rid="Tfn3">
<sup>c</sup>
</xref>
</th>
</tr>
<tr>
<th align="center">A&#x3b2;40</th>
<th align="center">IAPP</th>
<th align="center">A&#x3b2;40</th>
<th align="center">IAPP</th>
<th align="center">A&#x3b2;40</th>
<th align="center">IAPP</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Caffeic Acid</td>
<td align="char" char=".">43.7%</td>
<td align="char" char=".">15.5%</td>
<td align="char" char=".">-1.7%</td>
<td align="char" char=".">-4.0%</td>
<td align="char" char=".">45.4%</td>
<td align="char" char=".">19.5%</td>
</tr>
<tr>
<td align="left">Rosmarinic Acid</td>
<td align="char" char=".">48.3%</td>
<td align="char" char=".">71.7%</td>
<td align="char" char=".">6.1%</td>
<td align="char" char=".">32.0%</td>
<td align="char" char=".">42.2%</td>
<td align="char" char=".">39.7%</td>
</tr>
<tr>
<td align="left">Curcumin</td>
<td align="char" char=".">66.8%</td>
<td align="char" char=".">93.1%</td>
<td align="char" char=".">69.0%</td>
<td align="char" char=".">90.8%</td>
<td align="char" char=".">-2.2%</td>
<td align="char" char=".">2.3%</td>
</tr>
<tr>
<td align="left">Myricetin</td>
<td align="char" char=".">78.0%</td>
<td align="char" char=".">92.4%</td>
<td align="char" char=".">34.0%</td>
<td align="char" char=".">26.0%</td>
<td align="char" char=".">44.0%</td>
<td align="char" char=".">66.4%</td>
</tr>
<tr>
<td align="left">EGCG</td>
<td align="char" char=".">92.6%</td>
<td align="char" char=".">86.5%</td>
<td align="char" char=".">15.0%</td>
<td align="char" char=".">19.0%</td>
<td align="char" char=".">77.6%</td>
<td align="char" char=".">67.5%</td>
</tr>
<tr>
<td align="left">Silibinin</td>
<td align="char" char=".">29.9%</td>
<td align="char" char=".">26.3%</td>
<td align="char" char=".">0.0%</td>
<td align="char" char=".">1.3%</td>
<td align="char" char=".">29.9%</td>
<td align="char" char=".">25.0%</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn1">
<label>a</label>
<p>Reduction rates of ThT fluorescence were obtained from <xref ref-type="fig" rid="F5">Figure&#x20;5</xref> by calculating the reductions of the normalized ThT fluorescence of A&#x3b2;40 or IAPP in the presence of each polyphenol relative to the control (A&#x3b2;40 alone/IAPP alone) &#xd7;&#x20;100.</p>
</fn>
<fn id="Tfn2">
<label>b</label>
<p>Interference rates of ThT fluorescence were obtained from <xref ref-type="sec" rid="s11">Supplementary Figures S6, S7</xref> at &#x3bb;<sub>em</sub> 486&#xa0;nm by calculating the reductions of the ThT fluorescence of preformed A&#x3b2;40/IAPP fibrils in the presence of each polyphenol relative to the control (preformed A&#x3b2;40/IAPP fibrils) &#xd7;&#x20;100.</p>
</fn>
<fn id="Tfn3">
<label>c</label>
<p>Effective inhibition rates of self-aggregation were obtained by subtracting ThT interference rates<xref ref-type="table-fn" rid="Tfn2">
<sup>b</sup>
</xref> from ThT reduction rates<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Although the examined polyphenols were previously reported as candidate inhibitors of IAPP or A&#x3b2;40&#x20;self-aggregation, our work further investigated their inhibitory actions, under the same <italic>in&#x20;vitro</italic> aggregation conditions, and examined the possibility of their interference with ThT fluorescence of preformed fibrils. As demonstrated in <xref ref-type="table" rid="T1">Table&#x20;1</xref> (fourth column), the effective inhibition rate of A&#x3b2;40 or IAPP self-aggregation by each candidate inhibitor was obtained by combining the results of the ThT screening experiments (<xref ref-type="fig" rid="F5">Figure&#x20;5</xref>) and the reported ThT fluorescence interference rates (<xref ref-type="sec" rid="s11">Supplementary Figures S6,&#x20;S7</xref>).</p>
<p>
<xref ref-type="table" rid="T1">Table&#x20;1</xref> shows that EGCG exhibited the highest rates of inhibition against A&#x3b2;40 and IAPP self-aggregation by 67.5 and 77.6%, respectively. In addition to EGCG, Myricetin, and Rosmarinic acid were also shown to have potential inhibitory roles against both A&#x3b2;40 and IAPP self-aggregation but with rates that are lower than those observed for EGCG. Next, Caffeic acid and Silibinin did not have high inhibition rates against both peptides. For Silibinin examined in our experiments, it consisted of two diastereomers (silybin A and silybin B). Hence, the prevention rates of Silibinin presented in <xref ref-type="table" rid="T1">Table&#x20;1</xref> refer to the effect of both diastereomers. However, a study by Sciacca et&#x20;al., which investigated the inhibitory roles of four optically pure components of Silymarin, demonstrated that only silybin B had the highest inhibition potency among the examined Silymarin components (<xref ref-type="bibr" rid="B92">Sciacca et&#x20;al., 2017</xref>). Hence, the results of the previous study (<xref ref-type="bibr" rid="B92">Sciacca et&#x20;al., 2017</xref>) can explain the partial inhibition rates observed for the Silibinin that we used in our screening experiments.</p>
<p>Among the tested polyphenols in our experiments, EGCG demonstrated the highest inhibition action against A&#x3b2;40 and IAPP self-aggregation. Hence, we selected EGCG as the most potent model candidate to investigate its inhibitory action against IAPP-A&#x3b2;40 co-aggregation as will be presented next. To further support the ThT results, STEM images were acquired for aged samples of A&#x3b2;40 alone and A&#x3b2;40-EGCG as well as IAPP alone and IAPP-EGCG (<xref ref-type="sec" rid="s11">Supplementary Figure S8</xref>). Less fibrils were depicted for IAPP-EGCG whereas non-fibrillar aggregates were observed for A&#x3b2;40-EGCG.</p>
</sec>
<sec id="s4-2">
<title>Effect of EGCG on IAPP-A&#x3b2;40 Co-Aggregation Kinetic Profiles</title>
<p>Given the potential pathological effect of the detected amyloid co-deposition of IAPP-A&#x3b2;40 in brain and pancreatic tissues, we believe that attempting to prevent the amyloid cross-interaction would be significant in addressing the associated link between AD and T2D at the protein level. Specifically, we examined how EGCG affects the kinetic pathway of the co-aggregation process, how it changes the secondary structure and morphologies of the hetero-aggregates and to what extent it could minimize the induced cytotoxicity of the hetero-aggregates. To test the effect of EGCG in inhibiting IAPP-A&#x3b2;40 co-aggregation, we first co-incubated equimolar mixture of IAPP:A&#x3b2;40 (20&#xa0;&#xb5;M:20&#xa0;&#xb5;M) in the presence of increasing EGCG concentrations (10&#xa0;&#x3bc;M, 20&#xa0;&#x3bc;M, 40&#xa0;&#x3bc;M and 100&#xa0;&#xb5;M) and the ThT fluorescence was measured for all samples at selected time-points for a duration of 96&#xa0;h as shown in <xref ref-type="fig" rid="F6">Figure&#x20;6A</xref>. In the prepared samples, EGCG concentration was either lower than (0.25-fold and 0.5-fold), equivalent to, or higher than (2.5-fold) the total concentration of IAPP and A&#x3b2;40. Over the course of the experiment, all the examined EGCG concentrations showed significant reductions in ThT fluorescence values in comparison to IAPP-A&#x3b2;40 samples in the absence of EGCG (<xref ref-type="fig" rid="F6">Figure&#x20;6A</xref>). Dose-dependent reductions in ThT fluorescence of the mixed sample in the presence of EGCG were detected at the first three time points of the ThT assay after which the reduction rates of ThT in the presence of all EGCG concentrations converged to the same levels. The reduction rates of ThT fluorescence obtained from <xref ref-type="fig" rid="F6">Figure&#x20;6A</xref> at the 96-Hours time-point are shown in the second column in <xref ref-type="table" rid="T2">Table&#x20;2</xref>.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>IAPP-A&#x3b2;40 co-aggregation kinetic profiles in the absence and presence of EGCG. <bold>(A)</bold> IAPP-A&#x3b2;40 (20&#xa0;&#xb5;M:20&#xa0;&#xb5;M) samples were co-incubated with increasing EGCG concentrations (10, 20, 40, and 100&#xa0;&#xb5;M) and at the indicated time-points, the ThT fluorescence measurements were acquired. Data represent mean&#x20;&#xb1; SE (<italic>n</italic>&#x20;&#x3d; 3). Time evolution of inter-peptide hydrogen bonds formed between IAPP and A&#x3b2;40 in the absence <bold>(B)</bold> and presence <bold>(C)</bold> of five EGCG molecules. Time evolution of inter-molecular hydrogen bonds formed between the five EGCG molecules and each of IAPP <bold>(D)</bold> and A&#x3b2;40&#x20;<bold>(E)</bold> in the hetero-dimer system.</p>
</caption>
<graphic xlink:href="fmolb-09-842582-g006.tif"/>
</fig>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Effective inhibition rates of IAPP-A&#x3b2;40 (20&#xa0;&#xb5;M:20&#xa0;&#xb5;M) co-aggregation by EGCG (10&#x2013;100&#xa0;&#xb5;M) obtained by analyzing the results of the ThT fluorescence reduction rates (<xref ref-type="fig" rid="F6">Figure&#x20;6A</xref>) and ThT fluorescence interference rates (<xref ref-type="sec" rid="s11">Supplementary Figure S9</xref>).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">EGCG concentration</th>
<th align="center">Reduction rates of ThT fluorescence obtained by co-incubating IAPP-A&#x3b2;40 with EGCG (<xref ref-type="fig" rid="F6">Figure&#x20;6A</xref>)<xref ref-type="table-fn" rid="Tfn4">
<sup>a</sup>
</xref>
</th>
<th align="center">EGCG interference effect with ThT fluorescence of preformed IAPP-A&#x3b2;40 hetero-aggregates (<xref ref-type="sec" rid="s11">Supplementary Figure S9</xref>)<xref ref-type="table-fn" rid="Tfn5">
<sup>b</sup>
</xref>
</th>
<th align="center">Effective inhibition of IAPP-A&#x3b2;40 co-aggregation by EGCG<xref ref-type="table-fn" rid="Tfn6">
<sup>c</sup>
</xref>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">10&#xa0;&#xb5;M</td>
<td align="char" char=".">72.4%</td>
<td align="char" char=".">8.9%</td>
<td align="char" char=".">63.5%</td>
</tr>
<tr>
<td align="left">20&#xa0;&#xb5;M</td>
<td align="char" char=".">72.8%</td>
<td align="char" char=".">16.6%</td>
<td align="char" char=".">56.2%</td>
</tr>
<tr>
<td align="left">40&#xa0;&#xb5;M</td>
<td align="char" char=".">77.2%</td>
<td align="char" char=".">23.6%</td>
<td align="char" char=".">53.6%</td>
</tr>
<tr>
<td align="left">100&#xa0;&#xb5;M</td>
<td align="char" char=".">76.6%</td>
<td align="char" char=".">35.6%</td>
<td align="char" char=".">41.0%</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn4">
<label>a</label>
<p>Reduction rates of ThT fluorescence were obtained from <xref ref-type="fig" rid="F6">Figure&#x20;6A</xref> by calculating the reductions of the ThT fluorescence intensities of IAPP-A&#x3b2;40-EGCG relative to the control (IAPP-A&#x3b2;40 alone) at the 96-Hour time-point.</p>
</fn>
<fn id="Tfn5">
<label>b</label>
<p>Interference rates of ThT fluorescence were obtained from <xref ref-type="sec" rid="s11">Supplementary Figure S9</xref> at &#x3bb;<sub>em</sub> 486&#xa0;nm by calculating the reductions of the ThT fluorescence of preformed IAPP-A&#x3b2;40 hetero-aggregates in the presence of EGCG relative to the control (preformed IAPP-A&#x3b2;40 hetero-aggregates) &#xd7;100.</p>
</fn>
<fn id="Tfn6">
<label>c</label>
<p>Effective inhibition rates of hetero-aggregate were obtained by subtracting ThT interference rates<xref ref-type="table-fn" rid="Tfn5">
<sup>b</sup>
</xref> from ThT reduction rates<xref ref-type="table-fn" rid="Tfn4">
<sup>a</sup>
</xref>.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>As we demonstrated earlier, EGCG had an interference effect when added to the mixture of preformed A&#x3b2;40/IAPP fibrils and ThT as it reduced the ThT fluorescence of preformed A&#x3b2;40/IAPP fibrils at rates of 15 and 19%, respectively (third column of <xref ref-type="table" rid="T1">Table&#x20;1</xref>, <xref ref-type="sec" rid="s11">Supplementary Figures S6, S7</xref>). Hence, we also tested for the interference effect of EGCG (10&#x2013;100&#xa0;&#xb5;M) with the ThT fluorescence of preformed IAPP-A&#x3b2;40 hetero-aggregates (96-Hours aged) as shown in <xref ref-type="sec" rid="s11">Supplementary Figure S9</xref>. The interference rates of EGCG (10&#x2013;100&#xa0;&#xb5;M) with the ThT fluorescence of preformed IAPP-A&#x3b2;40 hetero-aggregates are presented in <xref ref-type="table" rid="T2">Table&#x20;2</xref> (third column) where a dose dependent interference effect was observed ranging between 9 and 36% for 10&#x2013;100&#xa0;&#xb5;M of EGCG. As demonstrated in <xref ref-type="table" rid="T2">Table&#x20;2</xref>, the effective inhibition rates of IAPP-A&#x3b2;40 co-aggregation by EGCG were obtained by combining the results of the ThT fluorescence reduction rates (<xref ref-type="fig" rid="F6">Figure&#x20;6A</xref>) and ThT fluorescence interference rates <xref ref-type="sec" rid="s11">(Supplementary Figure S9</xref>). The effective inhibition rates of EGCG against IAPP-A&#x3b2;40 co-aggregation were found to range between 41 and 63.5%, suggesting the potential inhibitory roles of EGCG against hetero-aggregate formation despite its interference effects with the ThT&#x20;dye.</p>
<p>Next, to examine role of EGCG in modulating IAPP-A&#x3b2;40 cross-interaction, we used MD simulations to study the formation of IAPP-A&#x3b2;40 hetero-dimer in the presence of EGCG. <xref ref-type="fig" rid="F6">Figures 6B,C</xref> show the time evolution (700 ns) of inter-peptide hydrogen bonds at the dimer interface between IAPP and A&#x3b2;40 in the absence and presence of EGCG, respectively. The hetero-dimer formation in the presence of EGCG had an overall smaller number of hydrogen bonds between IAPP and A&#x3b2;40 as compared to that formed in the absence of EGCG. The low number of inter-peptide hydrogen bonds between IAPP and A&#x3b2;40 in the presence of EGCG is likely due to the inter-molecular hydrogen bonds that form between the five EGCG molecules and each of IAPP and A&#x3b2;40 as demonstrated in <xref ref-type="fig" rid="F6">Figures 6D,E</xref>. The five EGCG molecules form more intermolecular hydrogen bonds with A&#x3b2;40 than with IAPP throughout the simulation time. Overall, EGCG interactions with both peptides interfere with the formation of a stable hetero-dimer interface which suggest that EGCG can have an early inhibitory role against IAPP-A&#x3b2;40 cross-interaction and co-aggregation (see <xref ref-type="sec" rid="s11">Supplementary Figure S1B</xref>) for a representative snapshot of IAPP-A&#x3b2;40-EGCG complex.</p>
</sec>
<sec id="s4-3">
<title>Effect of EGCG on the Morphology of IAPP-A&#x3b2;40 Hetero-Aggregates</title>
<p>
<xref ref-type="fig" rid="F7">Figure&#x20;7</xref> and <xref ref-type="sec" rid="s11">Supplementary Table S3</xref> demonstrate the STEM images and dimensions of the assemblies formed by the co-aggregation of IAPP-A&#x3b2;40 (20&#xa0;&#xb5;M:20&#xa0;&#xb5;M) in the absence and presence of increasing EGCG concentrations (10, 20, 40, and 100&#xa0;&#xb5;M). All samples were imaged at three time-points during the co-aggregation process, the initial time-point (0-Hours, <xref ref-type="fig" rid="F7">Figure&#x20;7A</xref>), an early time-point (3-Hours, <xref ref-type="fig" rid="F7">Figures 7B</xref>) and a late time-point (96-Hours, <xref ref-type="fig" rid="F7">Figure&#x20;7C</xref>).</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Morphological characterization using scanning transmission electron microscopy (STEM) of <bold>(A)</bold> 0-Hour, <bold>(B)</bold> 3-Hours and <bold>(C)</bold> 96-Hours assemblies formed by the co-aggregation of equimolar IAPP-A&#x3b2;40 (20&#xa0;&#xb5;M: 20&#xa0;&#xb5;M) in the absence and presence of increasing EGCG concentrations (10&#x2013;100&#xa0;&#xb5;M). All scale bars represent 200&#xa0;nm.</p>
</caption>
<graphic xlink:href="fmolb-09-842582-g007.tif"/>
</fig>
<p>At the first time-point (0-Hour), IAPP-A&#x3b2;40 formed assemblies with an average diameter of 38.4&#x20;&#xb1; 5.4&#xa0;nm. In the presence of EGCG, IAPP-A&#x3b2;40-EGCG complexes formed assemblies that are on average similar but slightly smaller than those without EGCG (<xref ref-type="sec" rid="s11">Supplementary Table&#x20;S3</xref>).</p>
<p>At 3-Hours of incubation, IAPP-A&#x3b2;40 hetero-assemblies were mainly populated by short fibrils (fibril diameter 12.0&#x20;&#xb1; 2.2&#xa0;nm) in addition to other amorphous aggregates (<xref ref-type="fig" rid="F7">Figure&#x20;7B</xref> and <xref ref-type="sec" rid="s11">Supplementary Figure S3</xref>). In contrast, the addition of EGCG, at all concentrations, prevented the early fibrillar formation where non-fibrillar structures were only observed. Preventing the early fibrillar formation can be one of the mechanisms by which EGCG interferes with IAPP-A&#x3b2;40 co-aggregation. In specific, IAPP-A&#x3b2;40 samples containing EGCG at 100&#xa0;&#xb5;M had relatively smaller sizes of amorphous aggregates (diameter 16.2&#x20;&#xb1; 4.7&#xa0;nm) in comparison to those observed for EGCG at 40&#xa0;&#xb5;M (diameter 44.0&#x20;&#xb1; 5.2&#xa0;nm), 20&#xa0;&#xb5;M (diameter 62.1&#x20;&#xb1; 10.6&#xa0;nm) or 10&#xa0;&#xb5;M (diameter 39.8&#x20;&#xb1; 9.3&#xa0;nm). We performed MTT tests and found that the non-fibrillar assemblies of IAPP-A&#x3b2;40 in the presence of EGCG have reduced toxicity as compared to those formed without EGCG (see <xref ref-type="sec" rid="s11">Supplementary Figure&#x20;S10</xref>).</p>
<p>At the last time-point of the co-aggregation process (96-Hours), IAPP-A&#x3b2;40 samples formed condensed network of mature fibrils with a fibril diameter of 9.5&#x20;&#xb1; 1.7&#xa0;nm (<xref ref-type="fig" rid="F7">Figure&#x20;7C</xref>). The acquired STEM images of the mixed samples incubated with different EGCG concentrations revealed fibril presence albeit with less amount than the IAPP-A&#x3b2;40 alone. The fibrils formed in the presence of EGCG were morphologically similar to those formed without EGCG and had slightly larger fibril diameters (<xref ref-type="sec" rid="s11">Supplementary Table&#x20;S3</xref>).</p>
</sec>
<sec id="s4-4">
<title>Effect of EGCG on the Secondary Structure of IAPP-A&#x3b2;40 Hetero-Aggregates</title>
<p>The CD spectra of the fresh and aged IAPP-A&#x3b2;40 (20&#xa0;&#xb5;M:20&#xa0;&#xb5;M) samples in the absence and presence of increasing EGCG concentrations (10&#x2013;100&#xa0;&#xb5;M) are presented in <xref ref-type="fig" rid="F8">Figure&#x20;8</xref> and the deconvolution data of CD spectra are shown in <xref ref-type="sec" rid="s11">Supplementary Table S4</xref>. Although the presence of EGCG did not result in major peak shifts of IAPP-A&#x3b2;40 spectrum measured at 0-Hour (<xref ref-type="fig" rid="F8">Figure&#x20;8A</xref>), however, EGCG slightly modulated the secondary structural elements (<xref ref-type="sec" rid="s11">Supplementary Table S4</xref>). Specifically, reductions in the content of &#x3b2;-sheets, and increases in the unordered structures or alpha-helices of IAPP-A&#x3b2;40 were observed with the different concentrations of EGCG. Specifically, EGCG at 100&#xa0;&#x3bc;M, had the highest increase in the unordered structures by 8%. In addition, we analyzed the secondary structure of each residue of IAPP-A&#x3b2;40 hetero-dimer (in the absence and presence of EGCG) using MD trajectories (700 ns). As seen in <xref ref-type="fig" rid="F8">Figures 8C,D</xref>, the content of &#x3b2;-sheets, consisting of &#x3b2;-strands and &#x3b2;-bridges, was higher the in the hetero-dimer formed without EGCG indicating that EGCG interaction with each of A&#x3b2;40 and IAPP reduces the formation of &#x3b2;-sheets in both IAPP and A&#x3b2;40 residues.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Far-UV CD spectra of samples containing equimolar IAPP-A&#x3b2;40 (20&#xa0;&#xb5;M:20&#xa0;&#xb5;M) in the absence and presence of increasing EGCG concentrations (10&#x2013;100&#xa0;&#xb5;M) at <bold>(A)</bold> 0-Hour (fresh preparations) and <bold>(B)</bold> 96-Hours (aged aggregates). Percentages of residues forming &#x3b2;-sheets (&#x3b2;-strands and &#x3b2;-bridges) in IAPP-A&#x3b2;40 hetero-dimer, in the absence <bold>(C)</bold> and presence of EGCG <bold>(D)</bold>, were obtained using the 700 ns MD trajectories.</p>
</caption>
<graphic xlink:href="fmolb-09-842582-g008.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F8">Figure&#x20;8B</xref> shows the CD spectrum of the 96&#x20;Hours-aged IAPP-A&#x3b2;40 hetero-aggregates which had a single negative peak at around 220&#xa0;nm reflecting the dominance of &#x3b2;-sheet-rich fibrils (53.3% of &#x3b2;-sheets as estimated by deconvolution). By visual inspection, the presence of EGCG led to major peak changes in the CD spectrum of 96&#x20;Hours-aged IAPP-A&#x3b2;40 (<xref ref-type="fig" rid="F8">Figure&#x20;8B</xref>). In particular, the spectra of the IAPP-A&#x3b2;40 in the presence of EGCG at 40 and 100&#xa0;&#xb5;M had new negative peaks at the early wavelengths (around 200&#xa0;nm) and at the higher wavelengths (227 and 233&#xa0;nm); suggesting the formation of more unordered structures and less &#x3b2;-sheets in the hetero-aggregate end products. Interestingly, the spectrum of IAPP-A&#x3b2;40 with EGCG (100&#xa0;&#xb5;M) had a broad positive peak at 212&#xa0;nm, which also suggest the presence of unordered structures. Based on <xref ref-type="sec" rid="s11">Supplementary Table S4</xref>, the presence of EGCG at 100 and 40&#xa0;&#xb5;M led to major changes in the secondary structural elements of the IAPP-A&#x3b2;40 spectrum as seen in the increases of unordered structures by 14 and 9% (respectively), the noticeable decreases of &#x3b2;-sheets by 19% and the increases in alpha helices by 4.4 and 8.4% (respectively). At lower concentrations of EGCG, the CD spectra experienced a peak shift towards the higher wavelengths, approximately 226&#xa0;nm, in the presence of EGCG at 10 and 20&#xa0;&#x3bc;M, which is estimated by the deconvoluted data to reduce the &#x3b2;-sheet contents of the mixed sample by 5 and 8%, respectively.</p>
</sec>
<sec id="s4-5">
<title>Effect of EGCG on the Cytotoxicity of IAPP-A&#x3b2;40 Hetero-Aggregates</title>
<p>Given that EGCG is an antioxidant polyphenol, we first tested whether it interferes with MTT by measuring the absorbance at 570&#xa0;nm of samples containing increasing EGCG concentration (0.5&#x2013;40&#xa0;&#xb5;M) with MTT only (without cells) as shown in <xref ref-type="sec" rid="s11">Supplementary Figure S11</xref>. Based on the results in <xref ref-type="sec" rid="s11">Supplementary Figure S11</xref>, we selected EGCG concentrations &#x2264;10&#xa0;&#xb5;M to be tested for their effect in preventing the cytotoxicity of IAPP-A&#x3b2;40 hetero-aggregates as these EGCG concentrations were shown to minimally interfere with MTT absorbance. Additionally, we tested the effect of EGCG alone (0.5&#x2013;40&#xa0;&#xb5;M) on each cell model (<xref ref-type="sec" rid="s11">Supplementary Figure S12</xref>) to examine whether EGCG could have its own effects on the cell viabilities and the results showed no detectable effects of EGCG alone on the cell viabilities of PC-12 cells or RIN-m5F&#xa0;cells.</p>
<p>Next, given that IAPP-A&#x3b2;40 hetero-aggregates showed consistent toxic effects (<xref ref-type="fig" rid="F4">Figure&#x20;4</xref>), we examined if EGCG could minimize the toxicity of IAPP-A&#x3b2;40 hetero-aggregates. In specific, we used MTT to examine the protective effect of increasing EGCG concentrations against two concentrations of the 96-Hours-aged hetero-aggregates, 1&#xa0;&#xb5;M:1&#xa0;&#xb5;M (upper panels of <xref ref-type="fig" rid="F9">Figure 9</xref>, 2&#xb5;M:2&#xa0;&#xb5;M (lower panels of <xref ref-type="fig" rid="F9">Figure&#x20;9</xref>). Similar to the ThT experiments, we tested EGCG concentrations that were lower than (0.25-fold and 0.5-fold), equivalent to, or higher than (2.5-fold) the total concentration of IAPP and A&#x3b2;40.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>MTT results showing the normalized cell viability rates of <bold>(A)</bold> PC-12 cells and <bold>(B)</bold> RIN-m5F&#xa0;cells after treatment with 96&#x20;Hours-aged IAPP-A&#x3b2;40 hetero-aggregates at two concentrations (1&#xa0;&#xb5;M:1&#xa0;&#xb5;M; upper panels) and (2&#xa0;&#xb5;M:2&#xa0;&#xb5;M; lower panels) in the absence and presence of increasing EGCG concentrations. EGCG concentrations were either lower than (0.25-fold and 0.5-fold), equivalent to, or higher than (2.5-fold) the total concentration of IAPP and A&#x3b2;40. Normalized cell viability rates were calculated relative to control samples (cells without the peptide or inhibitor treatment). Negative control or the background values of the interference of EGCG with MTT only (no cells) were obtained from <xref ref-type="sec" rid="s11">Supplementary Figure S11</xref>, and subtracted from the absorbance values of cells treated with matching EGCG concentrations. Data represent mean&#x20;&#xb1; SE (<italic>n</italic>&#x20;&#x3d; 3), &#x2a; <italic>p</italic>-value &#x3c; 0.001.</p>
</caption>
<graphic xlink:href="fmolb-09-842582-g009.tif"/>
</fig>
<p>MTT results in <xref ref-type="fig" rid="F9">Figure&#x20;9</xref> show increased cell viability rates of both cell lines after treatment with IAPP-A&#x3b2;40 hetero-aggregates that were prepared in the presence of EGCG. The protective effect of EGCG was dose-dependent with the highest EGCG concentrations, which are 2.5-fold higher than the total concentration of IAPP and A&#x3b2;40, exerting strong protective actions towards both cell lines. Particularly, IAPP-A&#x3b2;40 (1&#xa0;&#xb5;M:1&#xa0;&#xb5;M) in the presence of 5&#xa0;&#xb5;M EGCG had enhancements in cell viability rates by 42 and 58% for PC-12 cells and RIN-m5F&#xa0;cells, respectively. Similarly, IAPP-A&#x3b2;40 (2&#xa0;&#xb5;M:2&#xa0;&#xb5;M) in the presence of 10&#xa0;&#xb5;M EGCG had increased viability rates by 30 and 60% for PC-12 cells and RIN-m5F&#xa0;cells, respectively. The lower EGCG concentrations, which are equivalent to the total concentration of IAPP and A&#x3b2;40, had slightly less protective effect as the enhancements in cell viability rates measured between 20 and 44% for both cell models. However, EGCG concentrations that are lower than (0.25-fold and 0.5-fold) the total concentration of IAPP and A&#x3b2;40 had minimally increased the cell viability rates of both cell lines, with enhancement rates ranging between 7&#x2013;17%.</p>
<p>To support MTT results, the cytotoxic effects of IAPP-A&#x3b2;40 hetero-aggregates in the absence and presence of EGCG were assessed using Live/Dead assay. As shown in <xref ref-type="sec" rid="s11">Supplementary Figures S13, S14</xref>, the cell viability rates of PC-12 cells and RIN-m5F&#xa0;cells were reduced when treated with IAPP-A&#x3b2;40 hetero-aggregates (without EGCG addition), whereas cells treated with IAPP-A&#x3b2;40 hetero-aggregates in the presence of EGCG had higher viability rates indicating the inhibitory role of EGCG against the cytotoxicity of IAPP-A&#x3b2;40 hetero-aggregates.</p>
</sec>
</sec>
<sec sec-type="discussion" id="s5">
<title>Discussion</title>
<p>The self-aggregation of the two amyloidogenic peptides, A&#x3b2; and IAPP, is implicated in the pathology of AD and T2D, respectively (<xref ref-type="bibr" rid="B74">Murphy and LeVine, 2010</xref>; <xref ref-type="bibr" rid="B49">Jurgens et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B22">Chiti and Dobson, 2017</xref>). However, recent findings highlight the role of A&#x3b2; and IAPP cross-interaction in mediating the cross-talk of AD and T2D at a protein level (<xref ref-type="bibr" rid="B70">Morales et&#x20;al., 2009</xref>, <xref ref-type="bibr" rid="B71">2013</xref>; <xref ref-type="bibr" rid="B68">Miklossy et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B46">Jackson et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B63">Martinez-Valbuena et&#x20;al., 2019</xref>, <xref ref-type="bibr" rid="B64">2021</xref>; <xref ref-type="bibr" rid="B88">Raimundo et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B98">Stanciu et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B124">Zhang et&#x20;al., 2021</xref>). Despite the potential pathological effect of IAPP-A&#x3b2;40 co-deposition in brain and pancreatic tissues (<xref ref-type="bibr" rid="B68">Miklossy et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B46">Jackson et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B82">Oskarsson et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B63">Martinez-Valbuena et&#x20;al., 2019</xref>, <xref ref-type="bibr" rid="B64">2021</xref>), previous literature has mainly focused on preventing the self-aggregation but not the co-aggregation pathways of IAPP and A&#x3b2;40. Given that co-aggregation mechanisms can result in cytotoxic hetero-aggregates, our work investigated the prevention of IAPP and A&#x3b2;40&#x20;co-aggregation using a model polyphenolic inhibitor.</p>
<p>In particular, we first characterized IAPP-A&#x3b2;40 hetero-aggregates by examining their kinetic co-aggregation pathways, secondary structure, morphological changes and cytotoxic effects on neuronal and pancreatic cell models. Our results indicated that monomeric IAPP and A&#x3b2; strongly co-interact to form hetero-assemblies that undergo a distinct co-aggregation pathway resulting in &#x3b2;-sheets-rich fibrils which, despite being less in amount than those formed by the self-aggregation of each peptide, have high cytotoxic rates on both PC-12 and RIN-m5F&#x20;cells.</p>
<p>Among previous studies that examined the <italic>in&#x20;vitro</italic> co-aggregation of IAPP and A&#x3b2;40/42 (<xref ref-type="bibr" rid="B116">Yan et&#x20;al., 2007</xref>, <xref ref-type="bibr" rid="B115">2014</xref>; <xref ref-type="bibr" rid="B41">Hu et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B119">Young et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B36">Ge et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B10">Bharadwaj et&#x20;al., 2020</xref>), only few investigated the cellular toxicity of hetero-aggregates in comparison to homo-aggregates (<xref ref-type="bibr" rid="B116">Yan et&#x20;al., 2007</xref>, <xref ref-type="bibr" rid="B115">2014</xref>; <xref ref-type="bibr" rid="B10">Bharadwaj et&#x20;al., 2020</xref>). In two of these studies (<xref ref-type="bibr" rid="B116">Yan et&#x20;al., 2007</xref>, <xref ref-type="bibr" rid="B115">2014</xref>), the authors reported that the cross-interaction of monomeric and pre-fibrillar IAPP and A&#x3b2;40 delays their fibrillogenesis but the aged (7&#xa0;days) hetero-aggregates were as toxic as the homo-aggregates. Another recent study demonstrated that IAPP-A&#x3b2;42 hetero-aggregates have an exacerbated neurotoxicity when compared to IAPP alone or A&#x3b2;42 alone (<xref ref-type="bibr" rid="B10">Bharadwaj et&#x20;al., 2020</xref>). Hence, our data (<xref ref-type="fig" rid="F4">Figure&#x20;4</xref>) further support the findings of previous studies as we demonstrated the consistent toxic effect of the hetero-aggregates formed by the cross-interaction of IAPP and A&#x3b2;40 on a neuronal cell model and a pancreatic cell model for &#x3b2;-cells.</p>
<p>The <italic>in&#x20;vitro</italic> cytotoxic results of IAPP-A&#x3b2;40 hetero-aggregates presented in our work and in previous studies (<xref ref-type="bibr" rid="B116">Yan et&#x20;al., 2007</xref>, <xref ref-type="bibr" rid="B115">2014</xref>, 201; <xref ref-type="bibr" rid="B10">Bharadwaj et&#x20;al., 2020</xref>) suggest an <italic>in vivo</italic> pathological roles of IAPP-A&#x3b2; co-deposits which were found to be populated in the brain (<xref ref-type="bibr" rid="B46">Jackson et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B82">Oskarsson et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B63">Martinez-Valbuena et&#x20;al., 2019</xref>, <xref ref-type="bibr" rid="B64">2021</xref>) and the pancreatic tissues of patients (<xref ref-type="bibr" rid="B68">Miklossy et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B63">Martinez-Valbuena et&#x20;al., 2019</xref>, <xref ref-type="bibr" rid="B64">2021</xref>). One of these studies (<xref ref-type="bibr" rid="B46">Jackson et&#x20;al., 2013</xref>) showed that the brain tissues infiltrated by IAPP and IAPP-A&#x3b2; deposits were morphologically different than those of the control group where capillary bending, cell multi-nucleation and cell variation in nuclear sizes were observed in the affected tissues (<xref ref-type="bibr" rid="B46">Jackson et&#x20;al., 2013</xref>). In addition, the reported accumulation of IAPP oligomers in the cerebrovasculature and brain gray matter may lead to pathological effects including prevention of A&#x3b2; clearance which contribute to AD pathology (<xref ref-type="bibr" rid="B46">Jackson et&#x20;al., 2013</xref>). Similarly, the accumulation of A&#x3b2; and Tau deposits in the pancreatic &#x3b2;-cells of AD and neurological asymptomatic T2D patients can further impair insulin resistance and contribute to T2D pathology (<xref ref-type="bibr" rid="B63">Martinez-Valbuena et&#x20;al., 2019</xref>). Although IAPP can enter brain from circulation (<xref ref-type="bibr" rid="B7">Banks et&#x20;al., 1995</xref>; <xref ref-type="bibr" rid="B6">Banks and Kastin, 1998</xref>), it was shown that IAPP can be expressed in the brain (<xref ref-type="bibr" rid="B73">Mulder et&#x20;al., 1995</xref>; <xref ref-type="bibr" rid="B33">Fawver et&#x20;al., 2014</xref>). In fact, the detected IAPP levels in both plasma (<xref ref-type="bibr" rid="B84">Percy et&#x20;al., 1996</xref>) and brain (<xref ref-type="bibr" rid="B33">Fawver et&#x20;al., 2014</xref>) is in the pico-molar range. Similarly, A&#x3b2; levels are in the pico-molar to nano-molar range (<xref ref-type="bibr" rid="B87">Qiu et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B77">Novo et&#x20;al., 2018</xref>). In fact, A&#x3b2;40 and A&#x3b2;42 are the two most prominent isoforms of the &#x3b2;-amyloid peptides (<xref ref-type="bibr" rid="B87">Qiu et&#x20;al., 2015</xref>). Although A&#x3b2;42 is more amyloidogenic and toxic with respect to A&#x3b2;40, the higher abundance of A&#x3b2;40 in body fluids, with a ratio of 9:1 (A&#x3b2;40:A&#x3b2;42) (<xref ref-type="bibr" rid="B92">Sciacca et&#x20;al., 2017</xref>), is the reason for adopting A&#x3b2;40 in our <italic>in&#x20;vitro</italic> co-aggregation experiments.</p>
<p>In summary, the concentration dependence toxicity data (<xref ref-type="fig" rid="F4">Figure&#x20;4</xref>) presented in our work, although at concentrations higher than the <italic>in vivo</italic> physiological ones, provide an insight into the toxic effect of the hetero-aggregates formed by the cross-interaction of IAPP and A&#x3b2;. Despite the pathological effects of both self- and co-deposits, previous literature has mainly focused on preventing the self-aggregation but not the co-aggregation pathways of IAPP and A&#x3b2;. Hence, our study examined the use of a small molecule inhibitor, EGCG, for targeting the co-aggregation of IAPP and A&#x3b2;40. It is important to note that the proposed co-aggregation inhibition mechanism can be implemented in addition to the well-studied self-aggregation inhibition as both approaches constitute promising strategies in devising preventative therapies for the reported clinical association between Alzheimer&#x2019;s disease and Type 2 diabetes.</p>
<p>In fact, EGCG is among the well-investigated polyphenols for the prevention of self-aggregation where several previous reports have pointed towards its various mechanisms to interfere with different phases of IAPP or A&#x3b2; self-aggregation processes (<xref ref-type="bibr" rid="B8">Bastianetto et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B31">Ehrnhoefer et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B13">Bieschke et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B67">Meng et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B59">Liu et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B16">Cao and Raleigh, 2012</xref>; <xref ref-type="bibr" rid="B102">Suzuki et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B21">Cheng et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B45">Hyung et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B122">Zhang et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B107">Wang Q. et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B113">Xu et&#x20;al., 2016</xref>). An early study showed that EGCG was the most potent flavan-3-ol of the black and green tea extracts in preventing A&#x3b2;42 oligomerization and fibrillation and thus protecting rat hippocampal cells against A&#x3b2;42-induced cytotoxicity (<xref ref-type="bibr" rid="B8">Bastianetto et&#x20;al., 2006</xref>). Similarly, EGCG efficiently inhibited IAPP fibril formation and protected the rat &#x3b2;-cells from the toxic effect of IAPP fibrils (<xref ref-type="bibr" rid="B67">Meng et&#x20;al., 2010</xref>). A study showed that the gallate ester of EGCG and the terminal hydroxyl groups of its tri-hydroxyl-phenyl ring are critical structural elements for its inhibitory actions (<xref ref-type="bibr" rid="B16">Cao and Raleigh, 2012</xref>).</p>
<p>In our study, we extended the use of EGCG by demonstrating its inhibitory functions against IAPP-A&#x3b2;40 co-aggregation using experimental and computational approaches. Although the ThT assay demonstrated a wide range of effective EGCG concentrations against IAPP-A&#x3b2;40 co-aggregation (<xref ref-type="fig" rid="F6">Figure&#x20;6A</xref>), the results of CD (<xref ref-type="fig" rid="F8">Figure&#x20;8</xref>) and MTT (<xref ref-type="fig" rid="F9">Figure&#x20;9</xref>) enabled us to further determine the most effective inhibitory concentrations of EGCG. The results demonstrate that the higher concentrations of EGCG, which are either equivalent to or are 2.5-fold higher than the total concentration of IAPP and A&#x3b2;40, are more effective in interfering with the cross-interaction of IAPP-A&#x3b2;40 as seen in the kinetic profiles (<xref ref-type="fig" rid="F6">Figure&#x20;6A</xref>), MD results (<xref ref-type="fig" rid="F6">Figure&#x20;6B&#x2013;E</xref>), STEM images (<xref ref-type="fig" rid="F7">Figure&#x20;7</xref>) and CD spectral changes (<xref ref-type="fig" rid="F8">Figure&#x20;8</xref>). Importantly, these two concentrations were most effective in protecting PC-12 and RIN-m5F&#xa0;cells against the IAPP-A&#x3b2;40 hetero-aggregates toxicity than the lower EGCG concentrations (<xref ref-type="fig" rid="F9">Figure&#x20;9</xref>). The main aim of our work is to demonstrate the ability of small molecules to inhibit IAPP-A&#x3b2;40 hetero-aggregation. For this, we used EGCG as a model inhibitor. However, future studies shall address a detailed evaluation of the inhibitory potentials of different polyphenols against hetero-aggregation of IAPP-A&#x3b2;40 and against hetero-aggregation of other pathogenic proteins.</p>
<p>The <italic>in&#x20;vitro</italic> co-aggregation data presented here and in previous studies (<xref ref-type="bibr" rid="B116">Yan et&#x20;al., 2007</xref>, <xref ref-type="bibr" rid="B115">2014</xref>; <xref ref-type="bibr" rid="B41">Hu et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B119">Young et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B36">Ge et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B10">Bharadwaj et&#x20;al., 2020</xref>), emphasize the significance of the cross-amyloid mechanism in establishing the association between AD and T2D. In addition to IAPP and A&#x3b2;40&#x20;co-aggregation, the co-aggregation of other proteins such as Tau and &#x3b1;-Synuclein (<xref ref-type="bibr" rid="B37">Giasson, 2003</xref>), IAPP and &#x3b1;-Synuclein (<xref ref-type="bibr" rid="B40">Horvath and Wittung-Stafshede, 2016</xref>), IAPP and Tau-Fragment R3 (<xref ref-type="bibr" rid="B3">Arya et&#x20;al., 2019</xref>), A&#x3b2; and &#x3b1;-Synuclein (<xref ref-type="bibr" rid="B61">Luo et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B12">Bhasne and Mukhopadhyay, 2018</xref>; <xref ref-type="bibr" rid="B54">K&#xf6;ppen et&#x20;al., 2020</xref>) were reported which can elucidate the cross-talk of other protein misfolding diseases (<xref ref-type="bibr" rid="B61">Luo et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B11">Bharadwaj et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B89">Ren et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B52">Konstantoulea et&#x20;al., 2021a</xref>). Given that cross-interaction can result in unique assemblies and cytotoxic hetero-aggregates, it is important to investigate the prevention of such processes which is also a strategy suggested by a review addressing the cross-interaction of A&#x3b2; with 10&#x20;amyloid-related proteins (<xref ref-type="bibr" rid="B61">Luo et&#x20;al., 2016</xref>). Our current results can be further tested against the co-aggregation of other amyloidogenic peptides both <italic>in&#x20;vitro</italic> and <italic>in vivo</italic> in an attempt to address the cross-talk of different protein misfolding diseases beyond AD and&#x20;T2D.</p>
</sec>
<sec sec-type="conclusion" id="s6">
<title>Conclusion</title>
<p>The self-aggregation of the two amyloidogenic peptides, A&#x3b2;40 and IAPP, is implicated in the pathology of AD and T2D, respectively. However, recent findings highlight the role of A&#x3b2;40 and IAPP cross-interaction in mediating the cross-talk of AD and T2D at a protein level. Despite the pathological effects of both self- and co-deposits, previous literature has mainly focused on interfering or preventing the self-aggregation but not the co-aggregation pathways of IAPP and A&#x3b2;40. In this research, we investigated the use of a small molecule, EGCG, in inhibiting the co-aggregation of IAPP-A&#x3b2; <italic>in&#x20;vitro</italic>. Experimental and computational characterizations of IAPP-A&#x3b2;40 revealed that monomer mixing of the two peptides results in the formation of hetero-dimers (<xref ref-type="fig" rid="F1">Figure&#x20;1E</xref>) that are stabilized with inter-peptide H-bonds, as well as the formation of hetero-complexes (<xref ref-type="fig" rid="F2">Figures 2</xref>, <xref ref-type="fig" rid="F3">3</xref>) that undergo distinct co-aggregation pathways (<xref ref-type="fig" rid="F1">Figures 1B,C</xref>) which yield less amounts of hetero-aggregate as compared with homo-aggregates. The hetero-aggregates were shown to consistently exert toxic effects similar to those shown by homo-aggregates (<xref ref-type="fig" rid="F4">Figure&#x20;4</xref>). Hence, we believe that interfering with the formation of hetero-aggregates is as significant as interfering with homo-aggregates. We next examined the inhibitory actions of 6 polyphenolic candidates in preventing IAPP and A&#x3b2;40&#x20;self-aggregation (<xref ref-type="fig" rid="F5">Figure&#x20;5</xref>; <xref ref-type="table" rid="T1">Table&#x20;1</xref>) and showed that the polyphenol, EGCG, is the most effective candidate against the self-aggregation of both peptides. We then showed that EGCG was highly effective in preventing IAPP-A&#x3b2;40 co-aggregation at a kinetic, conformation and morphology levels (<xref ref-type="fig" rid="F6">Figures 6</xref>&#x2013;<xref ref-type="fig" rid="F8">8</xref>) and in reducing its toxicity on PC-12 and RIN-m5F&#xa0;cells (<xref ref-type="fig" rid="F9">Figure&#x20;9</xref>, <xref ref-type="sec" rid="s11">Supplementary Figures S13, S14</xref>). To the best of our knowledge, this is the first study to report the inhibition of IAPP-A&#x3b2;40 co-aggregation by a polyphenolic small molecule and our current <italic>in&#x20;vitro</italic> data holds significant impact in establishing a preventative therapy against the association between T2D and&#x20;AD.</p>
</sec>
</body>
<back>
<sec id="s7">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s12">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s8">
<title>Author Contributions</title>
<p>KA conceived the study; designed the experiments; acquired, presented, analysed and discussed data (all figures); wrote the manuscript. AyS designed experiments; discussed data; edited the manuscript. AmS and DH performed and analyzed molecular dynamics simulations. ST and MK. performed and analyzed CD experiments. TK, CS, and VC conceived the study; edited manuscript and provided financial support. SL conceived the study, designed the experiments, analyzed and discussed data (all figures), edited the manuscript and provided financial support. All authors edited the manuscript and approved the final version.</p>
</sec>
<sec id="s9">
<title>Funding</title>
<p>This publication is supported by the Khalifa University Internal Research Fund (KUIRF) level I (210079) and level II (8431000009). It is also supported by Khalifa University under Award No. RC2-2018-022 (Healthcare Engineering Innovation Center) and CIRA-2018&#x2013;02 (Competitive Internal Research Award). The MD simulations were performed using the High Performance Computing (HPC) clusters supported by Khalifa University.</p>
</sec>
<sec sec-type="COI-statement" id="s10">
<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="s11">
<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>
<sec id="s12">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmolb.2022.842582/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmolb.2022.842582/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.PDF" id="SM1" mimetype="application/PDF" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<sec id="s13">
<title>Abbreviations</title>
<p>AD, Alzheimer&#x2019;s disease; A&#x3b2;, &#x3b2;-amyloid; EGCG, epigallocatechin gallate; HFIP, 1,1,1,3,3,3-Hexafluoro-2-propanol; IAPP, islet amyloid polypeptide; STEM, Scanning Transmission Electron Microscopy, ThT, Thioflavin-T; T2D, type two diabetes.</p>
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