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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Neurosci.</journal-id>
<journal-title>Frontiers in Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1662-453X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnins.2025.1653063</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>A novel fluorescent probe, triphenylamine rhodamine-3-acetic acid (mRA) for the detection of Amyloid-&#x003B2; aggregates in Alzheimer&#x00027;s disease</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Chinnappan</surname> <given-names>Raja</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Khan</surname> <given-names>Mateen A.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x0002A;</sup></xref>
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<contrib contrib-type="author">
<name><surname>Mohammad</surname> <given-names>Taj</given-names></name>
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<contrib contrib-type="author">
<name><surname>Allwaibh</surname> <given-names>Sarah Mohammed</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<contrib contrib-type="author">
<name><surname>Easwaramoorthi</surname> <given-names>Shanmugam</given-names></name>
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<contrib contrib-type="author">
<name><surname>Yaqinuddin</surname> <given-names>Ahmed</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Devansan</surname> <given-names>Sandhanasamy</given-names></name>
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<contrib contrib-type="author">
<name><surname>Mir</surname> <given-names>Tanveer Ahmad</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Hassan</surname> <given-names>Imtaiyaz</given-names></name>
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<aff id="aff1"><sup>1</sup><institution>College of Medicine, Alfaisal University</institution>, <addr-line>Riyadh</addr-line>, <country>Saudi Arabia</country></aff>
<aff id="aff2"><sup>2</sup><institution>Tissue/Organ Bioengineering &#x00026; BioMEMS Laboratory, Organ Transplant Centre of Excellence (TR &#x00026; I-Dept), King Faisal Specialist Hospital and Research Centre</institution>, <addr-line>Riyadh</addr-line>, <country>Saudi Arabia</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Life Sciences, College of Science and General Studies, Alfaisal University</institution>, <addr-line>Riyadh</addr-line>, <country>Saudi Arabia</country></aff>
<aff id="aff4"><sup>4</sup><institution>Center for Interdisciplinary Research in Basic Sciences, Jamia Millia Islamia, Jamia Nagar</institution>, <addr-line>New Delhi</addr-line>, <country>India</country></aff>
<aff id="aff5"><sup>5</sup><institution>Inorganic and Physical Chemistry Lab, CSIR-Central Leather Research Institute, Adyar</institution>, <addr-line>Chennai</addr-line>, <country>India</country></aff>
<aff id="aff6"><sup>6</sup><institution>Bioproducts Research Chair, Department of Zoology, College of Science, King Saud University</institution>, <addr-line>Riyadh</addr-line>, <country>Saudi Arabia</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Arumugam R. Jayakumar, University of Miami, United States</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Rathnam Mallesh, University of Denver, United States</p>
<p>Sompriya Chatterjee, University of Oregon, United States</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Raja Chinnappan <email>rchinnappan&#x00040;alfaisal.edu</email></corresp>
<corresp id="c002">Mateen A. Khan <email>matkhan&#x00040;alfaisal.edu</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>21</day>
<month>08</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>19</volume>
<elocation-id>1653063</elocation-id>
<history>
<date date-type="received">
<day>24</day>
<month>06</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>31</day>
<month>07</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2025 Chinnappan, Khan, Mohammad, Allwaibh, Easwaramoorthi, Yaqinuddin, Devansan, Mir and Hassan.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Chinnappan, Khan, Mohammad, Allwaibh, Easwaramoorthi, Yaqinuddin, Devansan, Mir and Hassan</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Amyloid-&#x003B2; (A&#x003B2;) is implicated in the pathophysiology of Alzheimer&#x00027;s disease (AD) and plays a significant role in neuronal degeneration. A&#x003B2; in solution is essential during the initial stages of developing lead compounds that influence A&#x003B2; fibrillation. The tendency of the A&#x003B2; peptide to misfold in solution is correlated with the etiology of AD. Therefore, the early detection of A&#x003B2; serves as a critical foundation for diagnostic testing and routine clinical assessment of AD. Herein, an aggregation-induced fluorescence probe, triphenylamine rhodamine-3-acetic acid (mRA), was used to detect A&#x003B2; aggregates. The fluorescence results showed a strong interaction between the fluorescence probe mRA and A&#x003B2; aggregates. mRA specifically binds with high affinity to A&#x003B2; aggregates, and the limit of detection (LOD) of A&#x003B2; aggregates was 0.12 &#x003BC;g/mL. Molecular docking studies showed that the mRA has significant binding affinity toward the A&#x003B2; peptide at the N/C-terminal region, with a binding energy of &#x02212;6.5 kcal/mol. Furthermore, CD studies confirmed that the mRA binds to A&#x003B2; aggregates, and its binding induces significant structural alteration of the A&#x003B2; aggregates. Thermodynamic properties revealed that the binding of A&#x003B2; aggregates to mRA is a spontaneous process, driven by enthalpy and favored by entropy, which helps further our understanding of the interaction between mRA and A&#x003B2; aggregates at the molecular level. The negative &#x00394;H suggests that hydrogen bonding is a dominant force for the mRA interaction with A&#x003B2; aggregates. This study provides a rationale for using mRA as a biosensor for the detection of A&#x003B2; aggregates in biological fluids, offering a potential tool for the early diagnosis and monitoring of amyloid progression in AD.</p></abstract>
<kwd-group>
<kwd>Alzheimer&#x00027;s disease</kwd>
<kwd>mRA</kwd>
<kwd>fluorescent sensing probe</kwd>
<kwd>binding</kwd>
<kwd>thermodynamics</kwd>
<kwd>molecular docking</kwd>
<kwd>conformational change</kwd>
</kwd-group>
<contract-sponsor id="cn001">Alfaisal University<named-content content-type="fundref-id">https://doi.org/10.13039/501100018990</named-content></contract-sponsor>
<counts>
<fig-count count="8"/>
<table-count count="3"/>
<equation-count count="4"/>
<ref-count count="53"/>
<page-count count="15"/>
<word-count count="9083"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Neurodegeneration</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Alzheimer&#x00027;s disease (AD) is a neurodegenerative condition marked by amyloid plaques and neurofibrillary tangles building up and progressive neuronal destruction (<xref ref-type="bibr" rid="B42">Scheltens et al., 2016</xref>; <xref ref-type="bibr" rid="B14">Hampel et al., 2021</xref>). In contrast to internal neurofibrillary tangles, which are composed of aggregated phosphorylated tau, external amyloid plaques have been found to consist mostly of aggregated Amyloid-&#x003B2; (A&#x003B2;) (<xref ref-type="bibr" rid="B2">Avila et al., 2004</xref>). The main component of senile plaques in AD brains is the longest and most hydrophobic. In a normal human brain, A&#x003B2;<sub>1 &#x02212; 40</sub> is predominant; however, in disease conditions, excess A&#x003B2;<sub>1 &#x02212; 42</sub> is found in cerebrospinal fluid (CSF) and predominantly accumulated as amyloid plaques. A soluble A&#x003B2; is derived from amyloid precursor protein (APP) (integral membrane protein) by the amyloidogenic pathway&#x00027;s successive cleavage of &#x003B2;-secretase and &#x003B3;-secretase (<xref ref-type="bibr" rid="B43">Selkoe, 2001</xref>). However, depending on the physiological environment, A&#x003B2; can accumulate into soluble oligomers and protofibrillar intermediates, which subsequently aggregate into insoluble fibrils and amyloid plaques. The A&#x003B2;<sub>1 &#x02212; 42</sub> has severe neurotoxicity and possesses faster aggregation kinetics compared to A&#x003B2;<sub>1 &#x02212; 40</sub> (<xref ref-type="bibr" rid="B16">Kayed et al., 2009</xref>)<sub>.</sub> The reduction of soluble A&#x003B2; due to its oligomerization and aggregation may serve as an early biomarker for Alzheimer&#x00027;s disease (AD). Abnormal synthesis and accumulation of A&#x003B2; in blood plasma and cerebrospinal fluid (CSF) are key pathological events contributing to the progression of AD. The deposition of amyloid on neurons leads to neurodegeneration and cognitive decline, which are hallmarks of dementia and early indicators of Alzheimer&#x00027;s disease. Therefore, routine clinical analysis and personalized treatment strategies rely on the early and accurate detection of amyloid species in CSF and other biological fluids (<xref ref-type="fig" rid="F8">Scheme 1</xref>). Among the various Amyloid-Beta isoforms, A&#x003B2;<sub>1 &#x02212; 42</sub> is the principal component involved in amyloid plaque formation and represents a promising biomarker for monitoring Alzheimer&#x00027;s disease progression. The detection of A&#x003B2; levels in human cerebrospinal fluid (CSF) has been widely validated as a reliable biomarker for the diagnosis of Alzheimer&#x00027;s disease, including at its earliest clinical stages (<xref ref-type="bibr" rid="B36">Qin et al., 2018</xref>).</p>
<fig position="float" id="F8">
<label>Scheme 1</label>
<caption><p>Schematic representation of monitoring the A&#x003B2; protein by fluorescence probe mRA.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-19-1653063-g0008.tif">
</graphic>
</fig>
<p>Traditional imageology tests and clinical symptoms are the primary methods used to diagnose AD. However, because of its gradual onset, symptoms frequently develop later than the disease progresses (<xref ref-type="bibr" rid="B31">Nasica-Labouze et al., 2015</xref>). For the early diagnosis and treatment of AD, it is crucial to create non-invasive, quick, and trustworthy methods. Various techniques and attempts have been made for screening A&#x003B2;. The enzyme-linked immunosorbent assay (ELISA) is widely used to measure A&#x003B2; peptides (<xref ref-type="bibr" rid="B5">Barghorn et al., 2005</xref>). Recently, an electrochemical and fluorescence sensing methodology has been widely adopted for probing A&#x003B2; aggregation and its interaction with biomolecules (<xref ref-type="bibr" rid="B36">Qin et al., 2018</xref>; <xref ref-type="bibr" rid="B44">Sharma et al., 2022</xref>). Several nanomaterials were created to find biomarkers based on CSF (<xref ref-type="bibr" rid="B35">Qin et al., 2019</xref>). Raman dye-coated polyA aptamer-AuNPs and the surface-enhanced Raman scattering (SERS) technology have been used to produce a SERS biosensor platform for the detection of A&#x003B2;<sub>1 &#x02212; 42</sub>. These techniques are cumbersome for point-of-care applications with limited resources. The fluorescence technique has numerous advantages over these other technologies, including quantitative detection, low-cost equipment, real-time analysis, remote detection capability, specificity, high sensitivity, and no sample preparation complexity. Moreover, fluorescent methods provide longer-term, real-time biointeraction monitoring and are non-invasive (<xref ref-type="bibr" rid="B23">Kubota and Hamachi, 2015</xref>).</p>
<p>Biosensors have been crucial in identifying A&#x003B2; aggregates and monomers in recent years. A&#x003B2; in CSF and blood samples has been measured using the current detection techniques, which are based on electrochemical, surface plasmon resonance (SPR), SERS, and colorimetric sensors. As a novel approach for the quantitative measurement of A&#x003B2;, fluorescent probe sensors have garnered increasing attention due to their high sensitivity, rapid response times, and suitability for A&#x003B2; detection and analysis (<xref ref-type="bibr" rid="B39">Ren et al., 2020</xref>; <xref ref-type="bibr" rid="B12">Fang et al., 2023</xref>). Moreover, fluorescent dyes are relatively easy to design, modify, and synthesize. A variety of turn-on and environment-sensitive probes have been developed. Several fluorescent probes have demonstrated enhanced selectivity and photostability, offering improved performance for detecting A&#x003B2; aggregates in complex biological environments (<xref ref-type="bibr" rid="B52">Zhang et al., 2021</xref>; <xref ref-type="bibr" rid="B27">Mallesh et al., 2022</xref>, <xref ref-type="bibr" rid="B26">2023</xref>). Aggregation-induced emission (AIE) probes display minimal background signal and selectively light up upon binding to A&#x003B2; aggregates (<xref ref-type="bibr" rid="B12">Fang et al., 2023</xref>). Furthermore, F&#x000F6;rster resonance energy transfer (FRET)-based biosensors have enabled real-time monitoring of A&#x003B2; aggregation (<xref ref-type="bibr" rid="B48">Trusova et al., 2022</xref>). These advances highlight the growing utility of fluorescence probe&#x02013;based methods in both fundamental research and potential diagnostic applications for AD.</p>
<p>Recently, fluorescence turn-on probes have been employed for the detection of A&#x003B2;, with Thioflavin T (ThT) and Congo Red being among the most commonly used for quantitative detection of A&#x003B2;<sub>1&#x02212;</sub>4<sub>2</sub> (<xref ref-type="bibr" rid="B15">Howie and Brewer, 2009</xref>). ThT, in particular, is often considered the gold standard to detect aggregated A&#x003B2;<sub>1 &#x02212; 40</sub> and A&#x003B2;<sub>1&#x02212;</sub>4<sub>2</sub> and other fibrillary aggregates. However, its low binding affinity, limited selectivity, and poor specificity have driven the development of more effective fluorescent probes. In response to these limitations, a novel fluorescent molecule, Triphenylamine Rhodamine-3-Acetic Acid (mRA), has been designed and synthesized for the selective detection of A&#x003B2; aggregates.</p>
<p>In this study, we developed a turn-on fluorescence probe, mRA, for the selective detection of trace levels of A&#x003B2;<sub>1 &#x02212; 42</sub> aggregates in bodily fluids based on changes in the fluorescence-sensitive local microenvironment within the A&#x003B2;<sub>1 &#x02212; 42</sub> aggregates mRA complex fluorescence. mRA has weak fluorescence in PBS buffer; however, a strong emission signal is observed upon binding to A&#x003B2; aggregates. The well-designed fluorescent probe mRA selectively and sensitively recognizes A&#x003B2;<sub>1 &#x02212; 42</sub>, exhibiting high binding affinity and excellent thermostability in the resulting complex. This study provides a relevant sensing approach for the growing number of dyes binding small molecules to assist in the early detection of A&#x003B2; aggregates in AD.</p>
</sec>
<sec id="s2">
<title>2 Materials and methods</title>
<sec>
<title>2.1 Materials</title>
<p>Triphenylamine rhodamine-3-acetic (mRA) dye was synthesized as described previously (<xref ref-type="bibr" rid="B47">Thamaraiselvi et al., 2019</xref>). The A&#x003B2; protein was purchased from OriGene (Rockville, MD, USA). The concentration of protein was determined following the standard Bradford method (<xref ref-type="bibr" rid="B6">Bradford, 1976</xref>). All buffers were made up in Milli-Q water with a resistivity of 18.2 M&#x003A9;.cm. All the other chemicals used in this study were of molecular biological grade.</p>
</sec>
<sec>
<title>2.2 Steady state fluorescence measurement</title>
<p>Fluorescence spectroscopy was used to determine the strength of binding affinity of the fluorescence probe, mRA, with A&#x003B2; protein. The fluorescence probe mRA bound to A&#x003B2; was observed in the emission range of 510&#x02013;750 nm by exciting the complex at 475 nm. The excitation and emission slits were set at 5 and 10 nm, respectively, with a cuvette path length of 1 cm. In the fluorescence experiments, A&#x003B2; concentrations were varied from 0 to 300 &#x003BC;g/mL, while the constant concentration of mRA was maintained at 2.5 &#x003BC;M. All spectral measurements were made after incubating mRA-A&#x003B2;<sub>1 &#x02212; 42</sub> in PBS buffer (pH 7.4) for 15 min to keep the necessary temperature constant. A linear relationship was observed between A&#x003B2;<sub>1 &#x02212; 42</sub> and mRA, as demonstrated by a linear plot of A&#x003B2;<sub>1 &#x02212; 42</sub> concentration vs. mRA fluorescence intensity. The minimum detectable amount of A&#x003B2;<sub>1 &#x02212; 42</sub>, or the limit of detection (LOD), was calculated using the standard formula:</p>
<disp-formula id="E1"><mml:math id="M1"><mml:mtable class="eqnarray" columnalign="left"><mml:mtr><mml:mtd><mml:mtext class="textit" mathvariant="italic">LOD</mml:mtext><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:mn>3</mml:mn><mml:mo>.</mml:mo><mml:mn>3</mml:mn><mml:mi>&#x003C3;</mml:mi></mml:mrow><mml:mrow><mml:mi>S</mml:mi></mml:mrow></mml:mfrac></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<p>Where &#x003C3; is the standard deviation of the blank signal (without BSA); S is the slope of the calibration plot.</p>
<p>All sample binding investigations were conducted at 25&#x000B0;C under dim light to protect from photo-oxidation of the fluorescent probe. A thermocouple device was used to control the cuvette holding sample temperature (&#x00394;<italic>T</italic> &#x000B1; 0.1&#x000B0;C). The titration of mRA with increasing A&#x003B2; concentrations was carried out in a discontinuous manner. To a fixed concentration of mRA (2.5 &#x003BC;M), increasing amounts of A&#x003B2; were added from 0 to 300 &#x003BC;g/mL. After adding A&#x003B2;, the changes in mRA fluorescence intensity data were analyzed by fitting them using the following equation:</p>
<disp-formula id="E2"><label>(1)</label><mml:math id="M2"><mml:mtable class="eqnarray" columnalign="left"><mml:mtr><mml:mtd><mml:mo>&#x00394;</mml:mo><mml:mi>F</mml:mi><mml:mo>=</mml:mo><mml:mtext>&#x000A0;</mml:mtext><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:msub><mml:mrow><mml:mi>F</mml:mi></mml:mrow><mml:mrow><mml:mn>0</mml:mn></mml:mrow></mml:msub><mml:mo>-</mml:mo><mml:msub><mml:mrow><mml:mi>F</mml:mi></mml:mrow><mml:mrow><mml:mtext class="textrm" mathvariant="normal">f</mml:mtext></mml:mrow></mml:msub></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>/</mml:mo><mml:msub><mml:mrow><mml:mi>F</mml:mi></mml:mrow><mml:mrow><mml:mn>0</mml:mn></mml:mrow></mml:msub></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<p>Where &#x00394;<italic>F</italic> is the change in fluorescence enhancement seen in any sample; the fluorescence intensity of mRA alone (control) is denoted by <italic>F</italic><sub>0</sub>; <italic>F</italic><sub><italic>f</italic></sub> denotes the fluorescence enhancement after adding A&#x003B2;. To account for the background signal, the fluorescence of A&#x003B2;<sub>1 &#x02212; 42</sub> alone in PBS buffer was subtracted from the measured fluorescence intensities of the A&#x003B2;<sub>1 &#x02212; 42</sub>/mRA complex. The resulting corrected fluorescence values were then used to calculate the binding affinity of the complex. The equilibrium binding affinity (<italic>K</italic><sub><italic>a</italic></sub> = 1/<italic>K</italic><sub><italic>d</italic></sub>) was determined using the normalized fluorescence values (&#x00394;F/&#x00394;<italic>F</italic><sub>max</sub>), where &#x00394;<italic>F</italic><sub>max</sub> represents the maximum fluorescence change corresponding to complete saturation of mRA by A&#x003B2;<sub>1 &#x02212; 42</sub>. To determine &#x00394;<italic>F</italic><sub>max</sub>, a 1/&#x00394;F vs. 1/[A&#x003B2;] plot was extrapolated to the ordinate for the intercept (<xref ref-type="bibr" rid="B20">Khan et al., 2023</xref>). The equilibrium measurement was conducted using three independent titration trials. <italic>K</italic><sub>d</sub> values were acquired by KaleidaGraph using non-linear regression analysis.</p>
<p>We further investigated the temperature-dependent A&#x003B2; binding to mRA. This assay was carried out at four distinct temperatures (288, 293, 298, and 310 K) under the same standard experimental conditions as the fluorescence titration described above. The experimental temperature was maintained for each sample using a temperature controller.</p>
</sec>
<sec>
<title>2.3 Thermodynamic measurements</title>
<p>To better understand the mechanism of interaction for the binding forces involved in the binding of mRA and A&#x003B2;<sub>1 &#x02212; 42</sub> aggregates, thermodynamic measurements were performed. Temperature-dependent binding constant for the mRA-A&#x003B2;<sub>1 &#x02212; 42</sub> aggregates complex formation was monitored by the fluorescence measurements as described previously (<xref ref-type="bibr" rid="B21">Khan et al., 2017</xref>). Change in enthalpy (&#x00394;H) and entropy (&#x00394;S) between A&#x003B2;<sub>1 &#x02212; 42</sub> aggregates-mRA were determined by Van&#x00027;t Hoff equation. <xref ref-type="disp-formula" rid="E4">Equation (3)</xref> was used to calculate the change in Gibbs free energy involved in an A&#x003B2;<sub>1 &#x02212; 42</sub>/mRA complex formation.</p>
<disp-formula id="E3"><label>(2)</label><mml:math id="M3"><mml:mtable class="eqnarray" columnalign="left"><mml:mtr><mml:mtd><mml:mi>l</mml:mi><mml:mi>n</mml:mi><mml:mtext>&#x000A0;</mml:mtext><mml:msub><mml:mrow><mml:mi>K</mml:mi></mml:mrow><mml:mrow><mml:mi>a</mml:mi><mml:mtext>&#x000A0;</mml:mtext></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mtext>&#x000A0;</mml:mtext><mml:mo>-</mml:mo><mml:mfrac><mml:mrow><mml:mo>&#x00394;</mml:mo><mml:mi>H</mml:mi></mml:mrow><mml:mrow><mml:mi>R</mml:mi><mml:mtext>&#x000A0;</mml:mtext><mml:mi>T</mml:mi><mml:mtext>&#x000A0;</mml:mtext></mml:mrow></mml:mfrac><mml:mo>&#x0002B;</mml:mo><mml:mtext>&#x000A0;</mml:mtext><mml:mfrac><mml:mrow><mml:mo>&#x00394;</mml:mo><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mi>R</mml:mi></mml:mrow></mml:mfrac></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<disp-formula id="E4"><label>(3)</label><mml:math id="M4"><mml:mtable class="eqnarray" columnalign="left"><mml:mtr><mml:mtd><mml:mo>&#x00394;</mml:mo><mml:mi>G</mml:mi><mml:mo>=</mml:mo><mml:mtext>&#x000A0;</mml:mtext><mml:mo>-</mml:mo><mml:mtext>&#x000A0;</mml:mtext><mml:mi>R</mml:mi><mml:mtext>&#x000A0;</mml:mtext><mml:mi>T</mml:mi><mml:mtext>&#x000A0;</mml:mtext><mml:mi>l</mml:mi><mml:mi>n</mml:mi><mml:mtext>&#x000A0;</mml:mtext><mml:msub><mml:mrow><mml:mi>K</mml:mi></mml:mrow><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mtext>&#x000A0;</mml:mtext><mml:mo>&#x00394;</mml:mo><mml:mtext>H&#x000A0;</mml:mtext><mml:mo>-</mml:mo><mml:mtext>&#x000A0;T</mml:mtext><mml:mo>&#x00394;</mml:mo><mml:mtext>S</mml:mtext></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<p>Where <italic>K</italic><sub>a</sub> is the binding constant; &#x00394;<italic>H</italic> and &#x00394;<italic>S</italic> are the enthalpy and entropy change; &#x00394;<italic>G</italic> is the Gibbs free energy; <italic>T</italic> is the absolute temperature; <italic>R</italic> is the universal gas constant (1.987 Cal mol<sup>&#x02212;1</sup> K<sup>&#x02212;1</sup>). The intercept and slope of a plot of ln <italic>K</italic><sub>a</sub> vs. the inverse of temperature yielded &#x02013;&#x00394;<italic>H</italic>/<italic>R</italic> and &#x00394;<italic>S</italic>/<italic>R</italic>.</p>
</sec>
<sec>
<title>2.4 Circular dichroism spectroscopy</title>
<p>Far-UV circular dichroism (CD) spectra of native A&#x003B2; protein and A&#x003B2;<sub>1 &#x02212; 42</sub>/mRA were observed with a spectropolarimeter. We employed a thermo-controller with a circulating water bath to keep the temperature at 298 K under a continuous flow of nitrogen gas with a slit width of 2 nm. As directed by the manufacturer, D-10-camphorsulphonic acid was used to calibrate the instrument. Changes in ellipticity were obtained at a fixed A&#x003B2;<sub>1 &#x02212; 42</sub> concentration (1 &#x003BC;M) and in the presence of varying amounts of mRA (0&#x02013;10 &#x003BC;M). After 15 min of incubation, spectra were recorded for each sample.</p>
<p>Each CD spectrum was acquired using a 0.1 cm quartz cell in the wavelength range of 190&#x02013;260 nm. The instrument response time was one second with a recording rate of 100 nm/min. Each spectrum was obtained by averaging five scans before the final spectral collection. Each collected spectrum was corrected by subtracting the corresponding contributions from the buffer alone and, when applicable, the A&#x003B2;<sub>1 &#x02212; 42</sub>/mRA complex in buffer. The obtained spectra were confirmed by eliminating a buffer background scan from the initial protein spectrum. Every spectrum having a bandwidth of 60 was subjected to the SG filter. Each spectrum data set was displayed as mean residual ellipticity vs. wavelength (nm) as a function of (deg.cm<sup>2</sup>.dmol<sup>&#x02212;1</sup>). The change in the intensity of the free A&#x003B2;<sub>1 &#x02212; 42</sub> ellipticity upon addition of mRA suggests a conformational change in the A&#x003B2;<sub>1 &#x02212; 42</sub> sample in the presence of different mRA concentrations, which was calculated using the CDNN tool.</p>
</sec>
<sec>
<title>2.5 Molecular docking analysis</title>
<p>Molecular docking studies were conducted to investigate the binding of mRA with A&#x003B2;<sub>42</sub> residue peptide (APP&#x003B2;) using Insta Dock v1.2 (<xref ref-type="bibr" rid="B29">Mohammad et al., 2021</xref>). The solution structure of the A&#x003B2; peptide (1-42) was retrieved from the RCSB Protein Data Bank (PDB ID: 1Z0Q) (<xref ref-type="bibr" rid="B3">Bank, 1971</xref>). The structures were prepared by adding hydrogen atoms, assigning charges, and defining appropriate atom types. A blind docking approach, covering the entire APP&#x003B2; proteins, was adopted to identify binding sites. The 2D molecular structure of mRA was drawn using ChemBioDraw Ultra 14.0 and converted to a 3D structure, followed by geometry optimization using the MMFF94 force field before docking (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S1</xref>). Flexible docking simulations employed grid dimensions of 58 &#x000C5; &#x000D7; 51 &#x000C5; &#x000D7; 30 &#x000C5; for A&#x003B2; peptide, centered at coordinates (&#x02212;5.364, &#x02212;0.161, &#x02212;5.029). The grid spacing was set to 1.00 &#x000C5;, and the exhaustiveness parameter was adjusted to 8 for thorough conformational sampling. Docking simulations were executed with default parameters, ranking the resulting poses based on binding affinity and interaction energy. Key interactions between mRA and amino acid residues in the binding sites were analyzed. The top-ranked conformations were processed using the InstaDock Splitter program, and detailed binding modes were visualized using PyMOL (<xref ref-type="bibr" rid="B11">DeLano, 2002</xref>) and Discovery Studio Visualizer (<xref ref-type="bibr" rid="B49">Visualizer, 2005</xref>).</p>
</sec>
</sec>
<sec id="s3">
<title>3 Results and discussion</title>
<sec>
<title>3.1 Interaction of mRA probe with A&#x003B2; protein</title>
<p>Binding interactions between the mRA probe and A&#x003B2; were examined through fluorescence enhancement titration, molecular docking studies, CD spectroscopy, and specificity and cross-reactivity analyses. It is known that A&#x003B2;<sub>1 &#x02212; 42</sub> exhibits different forms of aggregation in increasing concentrations, and the aggregated forms interact with the probe and influence their fluorescence behavior (<xref ref-type="fig" rid="F8">Scheme 1</xref>). Excitation of mRA/A&#x003B2;<sub>1 &#x02212; 42</sub> aggregate complex at 475 nm produced a fluorescence in the range of 500&#x02013;750 nm with an emission peak at 575 nm. <xref ref-type="fig" rid="F1">Figure 1A</xref> shows fluorescence emission spectra of mRA in the presence of increasing concentrations of A&#x003B2;<sub>1 &#x02212; 42</sub>. A fixed concentration of mRA (2.5 &#x003BC;M) was titrated with varying amounts of A&#x003B2;<sub>1 &#x02212; 42</sub> in the range of 0&#x02013;300 &#x003BC;g/mL. A concentration-dependent increase in fluorescence intensity was observed with A&#x003B2;, suggesting an interaction with mRA that alters its fluorescence characteristics. As reported previously, the critical aggregation concentration (CAC) of A&#x003B2;<sub>1 &#x02212; 42</sub> is 90 nM (<xref ref-type="bibr" rid="B33">Novo et al., 2018</xref>). The observed enhancement in fluorescence intensity suggests that monomeric A&#x003B2;<sub>1 &#x02212; 42</sub> undergoes progressive aggregation into various forms, such as oligomers, prefibrillar assemblies, protofilaments, and mature fibrils as its concentration increases. The maximum fluorescence intensity observed at 300 &#x003BC;g/mL of A&#x003B2;<sub>1 &#x02212; 42</sub> indicates that the mRA probe exhibits a stronger interaction with mature fibrils compared to other aggregate forms. <xref ref-type="fig" rid="F1">Figure 1B</xref> depicts a linear relationship established between the concentration of A&#x003B2;<sub>1 &#x02212; 42</sub> and the fluorescence response of mRA. The limit of detection (LOD), calculated from the linear plot, was determined to be 0.12 &#x003BC;g/mL.</p>
<fig position="float" id="F1">
<label>Figure 1</label>
<caption><p>Fluorescence titration spectra of mRA probe binding to A&#x003B2;. <bold>(A)</bold> Fluorescence enhancement of mRA probe (2.5 &#x003BC;M) with increasing concentrations of A&#x003B2; (0&#x02013;10 &#x003BC;M) at 298 K. The spectra of mRA binding to A&#x003B2; were measured by exciting the samples at 475 nm, and emission between 500 and 750 nm. <bold>(B)</bold> Fluorescence intensity measurements as a function of A&#x003B2; concentration.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-19-1653063-g0001.tif">
<alt-text>Illustration of amyloid beta aggregation stages: monomer, oligomer, prefibrillar assembly, and fibril, with chemical structures shown below. Graph A displays fluorescence intensity against wavelength at various amyloid protein concentrations. Graph B shows a linear relationship between fluorescence intensity and amyloid-beta protein concentration.</alt-text>
</graphic>
</fig>
<p>By directly titrating A&#x003B2; with limiting mRA concentration, the interaction between A&#x003B2; and mRA was observed in equilibrium conditions. <xref ref-type="fig" rid="F2">Figure 2</xref> shows the binding of mRA with the increasing amounts of A&#x003B2;<sub>1 &#x02212; 42</sub>. The addition of A&#x003B2;<sub>1 &#x02212; 42</sub> protein significantly enhanced the fluorescence intensity of the mRA probe. Fluorescence change revealed the protein and ligand binding, which promotes a change in orientation of the protein molecule induced by A&#x003B2;<sub>1 &#x02212; 42</sub> binding. Fluorescence enhancement of the mRA was observed when A&#x003B2; concentration increased. The peak for the native mRA sensor was located at 575 nm. On the other hand, mRA fluorescence increased as the quantity of A&#x003B2;<sub>1 &#x02212; 42</sub> increased, indicating the formation of an mRA/A&#x003B2;<sub>1 &#x02212; 42</sub> aggregate complex. The mRA sensor binds to A&#x003B2;<sub>1 &#x02212; 42</sub> with a significant binding affinity. The binding affinity for the mRA interaction to A&#x003B2;<sub>1 &#x02212; 42</sub> was 3.0 &#x000D7; 10<sup>6</sup> M<sup>&#x02212;1</sup> at 298 K. The fluorescence data were analyzed by fitting them into binding plots as described in the method section.</p>
<fig position="float" id="F2">
<label>Figure 2</label>
<caption><p>The mRA probe strongly interacts with the A&#x003B2;-peptide. Direct fluorescence titration of A&#x003B2; at 25&#x000B0;C was used to measure the affinity of mRA for A&#x003B2;. Various amounts of A&#x003B2; were incubated with constant mRA (1 &#x003BC;M) to prepare the samples.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-19-1653063-g0002.tif">
<alt-text>Scatter plot showing the relationship between Amyloid-&#x003B2; concentration in nanomolars (x-axis) and the normalized change in fluorescence, labeled as &#x00394;F/&#x00394;Fmax (y-axis). The plot displays data points as circles and a line indicating a trend of increasing &#x00394;F/&#x00394;Fmax with higher Amyloid-&#x003B2; concentrations, leveling off as it approaches saturation.</alt-text>
</graphic>
</fig>
<p>In the early stages, Congo red, a deep crimson dye, was used for the detection of A&#x003B2;<sub>1 &#x02212; 42</sub>. However, due to their poor performance and practical challenges, these dyes are being replaced by other efficient probes. Vassar and Culling demonstrated the diagnosis of amyloid fibrils by an amyloid-specific fluorescence probe called Thioflavin-T (ThT) by fluorescent microscopy (<xref ref-type="bibr" rid="B34">Puchtler et al., 1959</xref>). A drastic enhancement in the fluorescence upon binding to amyloid fibrils is explained by the selective immobilization of a specific group of the ThT molecule, and it behaves as a &#x0201C;molecular rotor.&#x0201D; Similar characteristic behavior of mRA was observed in the previous studies (<xref ref-type="bibr" rid="B47">Thamaraiselvi et al., 2019</xref>; <xref ref-type="bibr" rid="B9">Chinnappan et al., 2025</xref>). In the solution, the single bond between the nitrogen and the phenyl group attached to the acceptor moiety was rotating freely and rapidly, which leads to quenching the excited state and reducing the fluorescence emission. In contrast, the excited state mRA in the mRA/A&#x003B2;<sub>1 &#x02212; 42</sub> aggregate complex is unaffected by the quencher; the free rotational immobilization of the quencher in the complex does not influence the excited state of mRA, resulting in high fluorescence emission. As the concentration of A&#x003B2; increases, it forms strong amyloid fibrils that sterically lock the mRA probe (<xref ref-type="fig" rid="F1">Figure 1</xref>). Therefore, the fluorescence emission increases proportionally to A&#x003B2; concentration.</p>
<p>Furthermore, using an intrinsic fluorescence assay at different temperatures (288, 293, 298, and 310 K), the binding characteristics of the mRA/A&#x003B2;<sub>1 &#x02212; 42</sub> aggregate interaction were investigated. The temperature-dependent binding affinity was used to evaluate the details of the mRA/A&#x003B2;<sub>1 &#x02212; 42</sub> aggregate&#x00027;s effective mechanism of interaction. Addition of A&#x003B2;<sub>1 &#x02212; 42</sub> to mRA at variable temperatures showed significant enhancement of mRA fluorescence, revealing that mRA binds to A&#x003B2;<sub>1 &#x02212; 42</sub> at different temperatures. Temperature-dependent binding parameters can offer insight into the operative mode of mRA/A&#x003B2;<sub>1 &#x02212; 42</sub> aggregate interaction. <xref ref-type="fig" rid="F3">Figure 3</xref> shows a summary of the binding affinity plot for mRA/A&#x003B2; binding at varying temperatures (<xref ref-type="table" rid="T1">Table 1</xref>). An increase in temperature led to a corresponding increase in the dissociation constant <italic>K</italic><sub><italic>d</italic></sub>, indicating that mRA and A&#x003B2; form a dynamic, reversible complex. Specifically, the <italic>K</italic><sub><italic>d</italic></sub> increased from 178 &#x000B1; 8.7 nM at 288 K to 515 &#x000B1; 18 nM at 310 K, suggesting that the mRA/A&#x003B2;<sub>1 &#x02212; 42</sub> aggregate complex is more stable at lower temperatures. This temperature-dependent behavior highlights the thermally labile nature of the interaction. The <italic>K</italic><sub>d</sub> value of the mRA/A&#x003B2;<sub>1 &#x02212; 42</sub> aggregate binding at 310 K was greater than that at 288 K, according to fluorescence data analysis (<xref ref-type="table" rid="T1">Table 1</xref>). It was evident that the <italic>K</italic><sub>d</sub> increased with temperature, indicating a dynamic mode of interaction between mRA and A&#x003B2;<sub>1 &#x02212; 42</sub> aggregates.</p>
<fig position="float" id="F3">
<label>Figure 3</label>
<caption><p>Temperature-dependent binding affinities of mRA/A&#x003B2; complex. Error bars represent the standard deviations calculated from three measurements.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-19-1653063-g0003.tif">
<alt-text>Bar graph showing (1/Kd) (&#x003BC;M(&#x02212;1)) versus temperature in Kelvin. Four bars represent temperatures: 288K (black), 293K (green), 298K (yellow), and 310K (blue). Values decrease with increasing temperature. Error bars are shown for each temperature.</alt-text>
</graphic>
</fig>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Dissociation constants (<italic>K</italic><sub>d</sub>) for the binding of mRA probe with A&#x003B2; protein.</p></caption>
<table frame="box" rules="all">
<thead>
<tr style="background-color:#919498;color:#ffffff">
<th valign="top" align="left"><bold>Complex</bold></th>
<th/>
<th/>
<th valign="top" align="center"><bold><italic>K<sub><italic>d</italic></sub></italic> (nM)</bold></th>
<th/>
</tr>
</thead>
<tbody>
<tr>
<td/>
<td valign="top" align="center">288 K</td>
<td valign="top" align="center">293 K</td>
<td valign="top" align="center">298 K</td>
<td valign="top" align="center">310 K</td>
</tr>
<tr>
<td valign="top" align="left">A&#x003B2;-mRA</td>
<td valign="top" align="center">178 &#x000B1; 8.7</td>
<td valign="top" align="center">239.7 &#x000B1; 11</td>
<td valign="top" align="center">341 &#x000B1; 17</td>
<td valign="top" align="center">515 &#x000B1; 18</td>
</tr></tbody>
</table>
</table-wrap>
</sec>
<sec>
<title>3.2 Thermodynamics of mRA probe and A&#x003B2; binding</title>
<p>Thermodynamic features o the complex formation were investigated to gain a better understanding of the mechanism underlying an mRA/A&#x003B2;<sub>1 &#x02212; 42</sub> interaction. The stability of the mRA/A&#x003B2;<sub>1 &#x02212; 42</sub> &#x003B2; combination was evaluated utilizing thermodynamic parameters. By calculating binding affinity at various temperatures, the thermodynamics of the mRA/A&#x003B2;<sub>1 &#x02212; 42</sub> interaction aids in our understanding of the types of forces that lead to complex formation. <xref ref-type="fig" rid="F4">Figure 4A</xref> shows Van&#x00027;t Hoff graph with T<sub>&#x02212;1</sub> on the x-axis and lnKa on the y-axis for the binding of mRA with A&#x003B2;<sub>1 &#x02212; 42</sub>. Using the calculated K<sub><italic>a</italic></sub> values in <xref ref-type="table" rid="T1">Table 1</xref>, the experimental temperature T, and the gas constant R, linear analysis of the Van&#x00027;t Hoff graph yielded results for enthalpy and entropy change. The slope provides the value of enthalpy change, and the intercept gives the value of &#x025B3;S. A small positive entropy (&#x025B3;S = 0.8 &#x000B1; 0.04 cal mol<sup>&#x02212;1</sup> K<sup>&#x02212;1</sup>) and a substantial negative enthalpy (&#x025B3;H = 8.7 &#x000B1; 0.5 kcal mol-1) indicated that the interactions are enthalpically driven and favored by entropy (<xref ref-type="bibr" rid="B21">Khan et al., 2017</xref>). Additionally, &#x025B3;H negative (&#x0003C; 0) and T&#x025B3;S positive (&#x0003E;0) revealed that hydrogen bonding and van der Waals forces are the dominant forces involved in stabilizing mRA/A&#x003B2;<sub>1 &#x02212; 42</sub> aggregate complex formation.</p>
<fig position="float" id="F4">
<label>Figure 4</label>
<caption><p><bold>(A)</bold> Van&#x00027;t Hoff plot for binding mRA probe with A&#x003B2;. The slope and intercept of the plot ln<italic>K</italic><sub>avs.</sub> 1/T were used to determine the &#x00394;H and &#x00394;S. The thermodynamic parameters for the binding of mRA to A&#x003B2; are shown in <bold>(B)</bold>. In the bar plot, &#x00394;G, &#x00394;H, and the entropy contribution to the free energy (&#x02013;T&#x00394;S) of the binding of mRA to A&#x003B2; are shown. Error bars represent the standard deviation, mean &#x000B1; SD, from the average value of the data from three measurements.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-19-1653063-g0004.tif">
<alt-text>Graphical representation with two parts: (A) A linear plot showing ln K eq against inverse temperature (T&#x02212;1 x 103 K&#x02212;1) with data points and a trend line, indicating a positive correlation. (B) A bar chart depicting magnitudes in kcal mol&#x02212;1 for -&#x00394;H in purple, -T&#x00394;S in blue, and -&#x00394;G in green, all negative values.</alt-text>
</graphic>
</fig>
<p>The &#x00394;<italic>G</italic> is a thermodynamic indicator of a binding reaction&#x00027;s spontaneity. A negative &#x00394;<italic>G</italic> value indicates that the mRA/A&#x003B2;<sub>1 &#x02212; 42</sub> aggregate complex forms spontaneously under normal conditions. <xref ref-type="fig" rid="F4">Figure 4</xref> shows the thermodynamic characteristics of mRA binding to A&#x003B2;. The value of &#x00394;G at 25&#x000B0;C was estimated using the variables from <xref ref-type="table" rid="T2">Table 2</xref> and <xref ref-type="disp-formula" rid="E3">Equation 2</xref>. For the mRA/A&#x003B2;<sub>1 &#x02212; 42</sub> aggregate complex, the calculated value of &#x00394;G was &#x02212;9.3 &#x000B1; 0.6 kcal mol<sup>&#x02212;1</sup>. Additionally, molecular docking offers a thorough examination of the residues and forces that are essential to mRA/A&#x003B2;<sub>1 &#x02212; 42</sub> aggregate interactions.</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Thermodynamics for the interaction of the mRA probe and A&#x003B2; protein.</p></caption>
<table frame="box" rules="all">
<thead>
<tr style="background-color:#919498;color:#ffffff">
<th valign="top" align="left"><bold>Complex</bold></th>
<th valign="top" align="center"><bold>&#x00394;<italic>G</italic> (kcal mol<sup>&#x02212;1</sup>)</bold></th>
<th valign="top" align="center"><bold>&#x00394;<italic>H</italic> (kcal mol<sup>&#x02212;1</sup>)</bold></th>
<th valign="top" align="center"><bold>&#x00394;<italic>S</italic> (cal mol<sup>&#x02212;1</sup> K<sup>&#x02212;1</sup>)</bold></th>
<th valign="top" align="center"><bold>T&#x00394;<italic>S</italic> (cal mol<sup>&#x02212;1</sup>)</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">A&#x003B2;-mRA</td>
<td valign="top" align="center">&#x02212;9.3 &#x000B1; 0.6</td>
<td valign="top" align="center">&#x02212;8.7 &#x000B1; 0.5</td>
<td valign="top" align="center">0.8 &#x000B1; 0.04</td>
<td valign="top" align="center">229.5 &#x000B1; 13.6</td>
</tr></tbody>
</table>
</table-wrap>
<p>The negative &#x00394;G value thermodynamically favors the mRA interaction with A&#x003B2;<sub>1 &#x02212; 42</sub>. Both entropically (7.5%) and enthalpically (93%), the interaction between mRA and A&#x003B2;<sub>1 &#x02212; 42</sub> is advantageous, with an 85% higher enthalpic contribution to &#x00394;G at 25&#x000B0;C. The involvement of the protein-ligand bonding forces was dependent on the sign and magnitude of the thermodynamic parameters (<xref ref-type="bibr" rid="B41">Ross and Subramanian, 1981</xref>; <xref ref-type="bibr" rid="B18">Khan, 2022</xref>). Additionally, a significant negative &#x00394;H suggests that hydrogen bonding and van der Waals contact are the main driving forces that cause the formation of the mRA/A&#x003B2;<sub>1 &#x02212; 42</sub> aggregate complex (<xref ref-type="bibr" rid="B41">Ross and Subramanian, 1981</xref>; <xref ref-type="bibr" rid="B46">Tayyab et al., 2019</xref>). However, mRA/A&#x003B2;<sub>1 &#x02212; 42</sub> aggregate complexes showed a low <italic>T</italic>&#x00394;<italic>S</italic> value, revealing the absence of hydrophobic forces.</p>
</sec>
<sec>
<title>3.3 mRA probe-induced conformational changes in A&#x003B2; protein</title>
<p>At the secondary structural level of the protein, CD offers vital information on protein conformational properties. Using CD spectroscopy, one can examine structural alterations in proteins that result from interactions with ligands (<xref ref-type="bibr" rid="B17">Kelly and Price, 2000</xref>). Ligand binding often induces structural changes in proteins, making it one of the most important mechanisms for studying protein conformational dynamics (<xref ref-type="bibr" rid="B4">Bannister and Bannister, 1974</xref>). Protein conformation changes at the secondary structure level have been investigated with the help of the far-UV area CD measurements (<xref ref-type="bibr" rid="B40">Rodger et al., 2005</xref>; <xref ref-type="bibr" rid="B22">Khrapunov, 2009</xref>). CD spectra studies were conducted to assess alpha-helix, beta-sheet, and random coil. The effect of mRA on A&#x003B2; protein structural alteration was observed. Changes in the intensity of the spectral peak of proteins reflect secondary structural changes. Initially, the circular dichroism (CD) spectrum of native A&#x003B2;<sub>1 &#x02212; 42</sub> was examined to establish its baseline secondary structure. Subsequently, structural changes in A&#x003B2;<sub>1 &#x02212; 42</sub> upon binding to mRA were investigated to assess the conformational impact of the interaction. <xref ref-type="fig" rid="F5">Figure 5A</xref> shows the graph of A&#x003B2; (1 &#x003BC;M) alone with a clear peak at around 218 nm, which is characteristic of a &#x003B2;-sheet conformation due to aggregation. Therefore, it is evident from this peak that &#x003B2;-sheets are the dominant structure of the A&#x003B2;<sub>1 &#x02212; 42</sub> protein. Addition of mRA at varying concentrations (0&#x02013;10 &#x003BC;M) resulted in an intensity change, indicating binding of mRA to A&#x003B2;<sub>1 &#x02212; 42</sub> aggregates and altering the &#x003B2;-sheet structure of the amyloid protein aggregates.</p>
<fig position="float" id="F5">
<label>Figure 5</label>
<caption><p>Far-UV circular dichroism spectra of A&#x003B2; at different A&#x003B2; to mRA probe molar ratios. The A&#x003B2; protein&#x00027;s ellipticity is considerably altered by adding mRA. (A) The far-UV CD spectra for A&#x003B2; (1 &#x003BC;M) in the absence or the presence of different amounts of mRA probe (0&#x02013;10 &#x003BC;M). <bold>(B)</bold> Displays a bar plot that compares the percent mean residual ellipticity, MRE<sub>218nm</sub> value of the native protein A&#x003B2;, and A&#x003B2; in complex with mRA probe.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-19-1653063-g0005.tif">
<alt-text>(A) Line graph showing circular dichroism (CD) of amyloid-beta and its mixtures with varying concentrations of mRA from 200 to 1000 nM, at wavelengths 200 to 260 nm. (B) Bar graph showing percent MRE at 218 nm for the same samples. The CD graph shows a trend of decreasing signal with increasing mRA concentration, while the bar graph reflects a similar decrease in MRE percentage.</alt-text>
</graphic>
</fig>
<p>This upward shift in the A&#x003B2; protein intensity brought on by the addition of mRA suggests that secondary structural modification is induced through mRA binding. The structural difference between free A&#x003B2;<sub>1 &#x02212; 42</sub> and A&#x003B2;<sub>1 &#x02212; 42</sub> bound to mRA is clear from the ellipticity change.</p>
<p>The insertion of mRA significantly affects the A&#x003B2;<sub>1 &#x02212; 42</sub> structure. After binding to the mRA, the intensity of A&#x003B2;<sub>1 &#x02212; 42</sub> protein changed, indicating a conformational alteration. Without a noticeable change in the shift of the A&#x003B2;<sub>1 &#x02212; 42</sub> peak, the change in band intensity indicates that mRA binding causes secondary structural changes. When mRA is added, A&#x003B2;<sub>1 &#x02212; 42</sub> ellipticity increases, suggesting the alteration of secondary structure in the protein.</p>
<p><xref ref-type="fig" rid="F5">Figure 5B</xref> displays the MRE<sub>218</sub> change (%) of free A&#x003B2;<sub>1 &#x02212; 42</sub> and A&#x003B2;<sub>1 &#x02212; 42</sub> /mRA complex. Data revealed the influence of mRA on the change in ellipticity at 218 nm of A&#x003B2;<sub>1 &#x02212; 42</sub> binding to mRA. These findings showed that in the presence of mRA biosensor, the A&#x003B2;<sub>1 &#x02212; 42</sub> protein displayed structural modification. According to these findings, the A&#x003B2;<sub>1 &#x02212; 42</sub>/mRA complex secondary structure composition changed significantly. Ellipticity values were measured as described elsewhere (<xref ref-type="bibr" rid="B8">Chen et al., 1972</xref>; <xref ref-type="bibr" rid="B19">Khan et al., 2002</xref>; <xref ref-type="bibr" rid="B37">Rabbani et al., 2014</xref>). After mRA treatment at 1,000 nM, the A&#x003B2;<sub>1 &#x02212; 42</sub> protein&#x00027;s secondary structure content dropped by 81%. We observed a decrease in the protein&#x00027;s helicity values upon the addition of mRA. These secondary structure changes demonstrate how the amyloid protein undergoes certain structural changes as a result of mRA binding. Given this notable structural change, it&#x00027;s plausible that mRA interacts with Amyloid-Beta via a beta sheet and that this conformational shift serves a detection purpose. Since mRA also changes the structure of the A&#x003B2;<sub>1 &#x02212; 42</sub>/mRA complex, as observed in the CD spectra, it plays an important role in the helical loss of A&#x003B2; structure. Through the formation of hydrogen bonds, the secondary structure may influence both the stiff and flexible structure of proteins (<xref ref-type="bibr" rid="B28">Masuda et al., 2010</xref>). These studies revealed that the A&#x003B2; protein is &#x003B2;-sheet-rich.</p>
<p>Although the secondary structures of the protein were significantly changed, CD analysis reveals that the majority of A&#x003B2; could maintain structural integrity at or below 1,000 nM mRA. Thermodynamic parameters show the changes in free energy and enthalpy, which demonstrate that the complex&#x00027;s structure was altered by differences in the forces interacting between mRA and A&#x003B2;<sub>1 &#x02212; 42</sub>. The results of thermodynamic and CD experiments are consistent with the fact that A&#x003B2; maintained its folded structure despite secondary structural changes. These findings were consistent with the hypothesis that mRA led to complex formation and structural changes in the A&#x003B2;<sub>1 &#x02212; 42</sub> protein, which were most likely brought on by the hydrogen bonding.</p>
</sec>
<sec>
<title>3.4 Molecular docking of mRA probe binding site on A&#x003B2; protein</title>
<p>To understand how the mRA probe and A&#x003B2;<sub>1 &#x02212; 42</sub> bind, we conducted a molecular docking study. Investigating molecular interactions that stabilize protein-ligand complexes and locating ligand binding sites in proteins are made possible by molecular docking. Molecular docking simulations revealed that mRA exhibited significant binding affinities with A&#x003B2;<sub>1 &#x02212; 42</sub>. mRA showed an affinity of &#x02212;6.5 kcal/mol for A&#x003B2;<sub>1 &#x02212; 42</sub> with several close interactions. The docked conformations of mRA were ranked based on their binding affinities, with the top ones analyzed for their interaction profiles and binding stability. These findings suggest that mRA is an effective candidate for targeting A&#x003B2;<sub>1 &#x02212; 42</sub> in Alzheimer&#x00027;s disease. Notably, atomic-resolution structures of A&#x003B2; fibrils represent rigid, aggregated &#x003B2;-sheet assemblies with limited accessibility to conventional ligand binding pockets. Therefore, to explore the probable binding regions and affinity of mRA, we employed the monomeric A&#x003B2; structure, which provides better resolution of individual residue interactions. The docking results with monomeric A&#x003B2;<sub>1 &#x02212; 42</sub> should be interpreted as an initial model supporting the molecular recognition process that precedes aggregate formation and binding-induced fluorescence enhancement. Ligand efficiency is another crucial parameter that reflects the potency of a compound relative to its size and was also evaluated for mRA against A&#x003B2;<sub>1 &#x02212; 42</sub>. The results demonstrated that mRA displayed notable ligand efficiency, underscoring its capability to effectively interact with A&#x003B2;<sub>1 &#x02212; 42</sub> with minimal molecular weight. This characteristic strengthens mRA&#x00027;s potential as an appreciable binding partner of A&#x003B2;<sub>1 &#x02212; 42</sub>.</p>
<p>Detailed analysis of the interactions between mRA and the binding sites of A&#x003B2; was performed and depicted in <xref ref-type="fig" rid="F6">Figure 6</xref>. The docked poses of mRA revealed multiple significant interactions with key residues within the binding pockets of the target amyloid protein. These interactions included hydrogen bonds, hydrophobic contacts, and van der Waals forces, crucial for stabilizing the protein-ligand complexes. mRA engaged with several functionally essential residues within the A&#x003B2;<sub>1 &#x02212; 42</sub> binding pocket, forming distinct hydrogen bonds and hydrophobic interactions that contributed to its strong binding affinity. A&#x003B2;<sub>1 &#x02212; 42</sub> and mRA displayed close contact with critical residues, enhancing their binding stability (<xref ref-type="fig" rid="F6">Figure 6A</xref>). A thorough examination of the docking poses showed that mRA occupied well-defined pockets in A&#x003B2;<sub>1 &#x02212; 42</sub>, suggesting high specificity and affinity for these targets (<xref ref-type="fig" rid="F6">Figure 6B</xref>). These findings are in good agreement with the fluorescence experiment results.</p>
<fig position="float" id="F6">
<label>Figure 6</label>
<caption><p>Molecular Interactions between mRA probe and A&#x003B2;. <bold>(A)</bold> Cartoon representation of the mRA probe binding site on A&#x003B2;. <bold>(B)</bold> Binding prototype of mRA probe with amino acid residues of A&#x003B2;. <bold>(C)</bold> Surface potential view of the A&#x003B2; binding pocket occupied by the mRA probe. <bold>(D)</bold> 2D structural representation of the nature of interaction of the mRA probe with the amino acid residues of A&#x003B2;.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-19-1653063-g0006.tif">
<alt-text>Protein structure analysis includes four panels. Panel A shows a ribbon diagram of a protein with highlighted amino acids. Panel B displays a close-up of the protein with labeled amino acids interacting with a molecule. Panel C features a molecular surface view with red and blue color coding. Panel D illustrates a 2D interaction map highlighting bonds and interactions between residues, with a legend indicating types of bonds such as carbon hydrogen, van der Waals, and alky interactions.</alt-text>
</graphic>
</fig>
<p>The binding site interactions were further analyzed and visualized using structural representations. A cartoon representation of A&#x003B2; demonstrated the positioning of mRA within its respective binding pockets, which revealed the molecular basis of the interaction. The surface potential views highlighted the regions of A&#x003B2;<sub>1 &#x02212; 42</sub> that mRA occupied, reinforcing the stability and compatibility of the docking poses (<xref ref-type="fig" rid="F6">Figure 6C</xref>). The two-dimensional interaction diagrams of mRA probe with A&#x003B2;<sub>1 &#x02212; 42</sub> revealed hydrogen bonding and van der Waals interactions as the dominant forces stabilizing the complexes (<xref ref-type="fig" rid="F6">Figure 6D</xref>). Docking studies revealed that probe mRA binds to A&#x003B2; through two conventional hydrogen bonds, Asp23 and Asn27, and a carbon-hydrogen bond at Ile32 stabilizes the probe mRA/A&#x003B2; complex. Gln15, Glu11, Val18, Phe19, Glu22, His14, Gly29, and Ala30 were also found to be involved in the interaction. mRA has significant binding affinity toward the A&#x003B2; at the N/C-terminal region, with a binding free energy of &#x02212;6.5 kcal/mol for the mRA/A&#x003B2; complex formation. These interactions, coupled with favorable binding affinities and ligand efficiency, suggest that probe mRA holds significant potential as an effective binder of A&#x003B2;<sub>1 &#x02212; 42</sub>. <xref ref-type="table" rid="T3">Table 3</xref> lists the summary of fluorophores used for the sensitive detection of amyloid in Alzheimer&#x00027;s disease. To prevent photo-oxidation at 4&#x000B0;C, the mRA probe is kept in the dark and is incredibly stable. This study found good specificity and sensitivity in the quick detection of amyloid in bodily fluids, although various fluorescent probes have been reported.</p>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p>Summary of various types of fluorophores used for the sensitive detection of A&#x003B2;.</p></caption>
<table frame="box" rules="all">
<thead>
<tr style="background-color:#919498;color:#ffffff">
<th valign="top" align="left"><bold>Probe Name</bold></th>
<th valign="top" align="left"><bold>Structure</bold></th>
<th valign="top" align="left"><bold>Method used</bold></th>
<th valign="top" align="center"><bold>Fold enhancement</bold></th>
<th valign="top" align="center"><bold>Ref</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Pyridothiazole derivative</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-19-1653063-i0001.tif"/></td>
<td valign="top" align="left">Cu(II) induced turn-on fluorescence</td>
<td valign="top" align="center">1&#x003BC;M</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B13">Gour et al., 2018</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Hemicyanine-based benzothiazole-coumarin</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-19-1653063-i0002.tif"/></td>
<td valign="top" align="left">A&#x003B2;<sub>42</sub> aggregates through switch-on, enhanced fluorescence</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B38">Rajasekhar et al., 2016</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">PTPA-QM</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-19-1653063-i0003.tif"/></td>
<td valign="top" align="left">Aggregation-induced emission fluorescent probe,</td>
<td valign="top" align="center">22</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B12">Fang et al., 2023</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">N,N-dimethyl biannulated electron-donating groups: BZ-OB (benzofuran) and NAP-OB (naphthalene)</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-19-1653063-i0004.tif"/> <inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-19-1653063-i0005.tif"/></td>
<td valign="top" align="left">Polarity induced fluorescence/Fluorescence Imaging</td>
<td valign="top" align="center">20.5(BZ-OB) 69.4 (NAP-OB)</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B1">An et al., 2022</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">quinoline-based AIE probe(FB)</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-19-1653063-i0006.tif"/></td>
<td valign="top" align="left">Aggregation-induced emission</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B50">Wang et al., 2020</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">2,1,3-benzothiadiazole (BTD)</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-19-1653063-i0007.tif"/></td>
<td valign="top" align="left">Two-photon fluorescence imaging</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B7">Chen et al., 2024</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">NPBZ</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-19-1653063-i0008.tif"/></td>
<td valign="top" align="left"><italic>in vivo</italic> imaging</td>
<td valign="top" align="center">47</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B25">Lv et al., 2025</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">BPM1</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-19-1653063-i0009.tif"/></td>
<td valign="top" align="left">A&#x003B2; Aggregation-induced emission</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B53">Zhao et al., 2023</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">LDS722</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-19-1653063-i0010.tif"/></td>
<td valign="top" align="left">Fluorescence turn-on emission</td>
<td valign="top" align="center">200</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B51">Warerkar et al., 2021</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">1,7-bis[(2,5-dimethoxy-3- diethylamino)phenyl]-1,6-heptadiene&#x02212;3,5-dione<break/> (curcumin-based NIR Dye)</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-19-1653063-i0011.tif"/></td>
<td valign="top" align="left">Fluorescence turn-on emission</td>
<td valign="top" align="center">19.5</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B45">Si et al., 2019</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Thioflavin X</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-19-1653063-i0012.tif"/></td>
<td valign="top" align="left">A&#x003B2; Aggregation-induced emission/ Fluorescence Imaging</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B32">Needham et al., 2020</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Diethyl 6-(dimethylamino) naphthalene2,3-dicarboxylate (DMNDC)</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-19-1653063-i0013.tif"/></td>
<td valign="top" align="left">A&#x003B2; Aggregation-induced intramolecular charge transfer (ICT) emission</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B10">Das et al., 2020</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">(2-((1E,3E)-4-(4-(dimethylamino)phenyl)buta-1,3-dien-1-yl)- 1,1,3-trimethyl-1H-benzo[e]indol-3-ium iodide)</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-19-1653063-i0014.tif"/></td>
<td valign="top" align="left">A&#x003B2; Aggregation-induced emission/ Fluorescence Imaging</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B24">Lee et al., 2019</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">THK-565</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-19-1653063-i0015.tif"/></td>
<td valign="top" align="left">Fluorescence Imaging</td>
<td valign="top" align="center">16</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B30">Naganuma et al., 2023</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Triphenylamine rhodamine-3-acetic (mRA)</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-19-1653063-i0016.tif"/></td>
<td valign="top" align="left">Fluorescence turn-on emission</td>
<td valign="top" align="center">24</td>
<td valign="top" align="center">This work</td>
</tr></tbody>
</table>
</table-wrap>
</sec>
<sec>
<title>3.5 Specificity and cross-activity</title>
<p>The specific recognition of the A&#x003B2; protein in complex biological fluids by the molecular probe is a crucial factor for accurately detecting the target. As a consequence, we observed the fluorescence intensity of mRA treated with several other interfering molecular species, such as trypsin, GDF-15, collagen, gelatin, DNase, RNase, chitosan, bovine serum albumin (BSA), and human serum albumin (HSA), under the same conditions. As illustrated in <xref ref-type="fig" rid="F7">Figure 7</xref>, HSA and BSA exhibited a significant increase in the fluorescence emission. Most of the biomolecules showed an insignificant influence on the fluorescence enhancement, except A&#x003B2;, as well as BSA and HSA. The mechanism of mRA fluorescence enhancement in HSA is due to the site-specific binding of mRA in binding site IIIA of the HSA protein. The mRA interaction sites in the binding site lock the intermolecular mobility of mRA, which triggers the fluorescence emission in the mRA/HSA complex (<xref ref-type="bibr" rid="B9">Chinnappan et al., 2025</xref>). The influence of the fluorescence signal by BSA is due to its sequence similarity with HSA, which would bind mRA in the same way. These results indicate that mRA is a potential fluorescent probe for the sensitive and specific detection of A&#x003B2;<sub>1 &#x02212; 42</sub> protein from biological fluids.</p>
<fig position="float" id="F7">
<label>Figure 7</label>
<caption><p>The cross-reactivity response of amyloid-specific mRA against other molecules such as trypsin, GDF15, collagen, gelatine, DNase, RNase, chitosan, proteinase K, BSA, and HAS.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-19-1653063-g0007.tif">
<alt-text>Bar graph showing normalized fluorescence intensity for various proteins and solutions. PBS, trypsin, GDF15, collagen, gelatin, DNase, RNase, chitosan, and proteinase K have low intensities under 20. Amyloid, BSA, and HSA show significantly higher intensities above 90, with amyloid having the highest. Error bars are present for each bar.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec id="s4">
<title>4 Conclusions</title>
<p>This study systematically characterized the interaction mechanism responsible for the mRA biosensor with A&#x003B2;<sub>1 &#x02212; 42</sub>. mRA is proposed as a recognition molecule that shows outstanding advantages in A&#x003B2; binding and early detection. Binding of mRA to A&#x003B2;<sub>1 &#x02212; 42</sub> was investigated by the fluorescence spectroscopy results, which revealed strong interaction (<italic>K</italic><sub>a</sub> = 3.0 &#x000D7; 10<sup>&#x02212;6</sup> M<sup>&#x02212;1</sup>) at 298 K. A change in fluorescence and a significant reduction in affinity on increasing temperature showed that mRA/A&#x003B2; complex formation results in static fluorescence enhancement. Additionally, we obtained a negative &#x00394;G value from the Van&#x00027;t Hoff equation, which indicated that the reaction was spontaneous and thermodynamically beneficial. Data from the thermodynamics of mRA with A&#x003B2; showed that hydrogen bonds and van der Waals interactions are the main ways that mRA and A&#x003B2;<sub>1 &#x02212; 42</sub> protein interact. A&#x003B2; far-UV CD spectra went upward in the presence of mRA, suggesting the formation of the A&#x003B2;<sub>1 &#x02212; 42</sub>/mRA complex. The results of thermostability and fluorescence binding demonstrate that mRA attaches to A&#x003B2;<sub>1 &#x02212; 42</sub> with a high binding energy and uses a variety of bonding forces to make several tight contacts with crucial residues.</p>
<p>In summary, this study demonstrates the binding mechanism of mRA to A&#x003B2;<sub>1 &#x02212; 42</sub>. This is the first study to look at the mechanism of interaction between the therapeutically relevant mRA and the A&#x003B2;<sub>1 &#x02212; 42</sub> protein, which is important in AD. Understanding the mechanism of interaction between mRA and A&#x003B2;<sub>1 &#x02212; 42</sub> will aid in comprehending the forces that lead to this connection, and the particulars of these forces result in the construction of a stable complex. This study provides insight into the binding mechanism of mRA with A&#x003B2;<sub>1 &#x02212; 42</sub> and can be very helpful for the early detection and progression of amyloid accumulation in AD. Their biological significance and applications in targeting the A&#x003B2;<sub>1 &#x02212; 42</sub> to detect progression and accumulation in AD may become clearer with more research into the unique structural traits and functional consequences of mRA in clinical samples with cells of amyloid translation beginning. These findings have strengthened our confidence in the early diagnosis and treatment of AD in the analysis of A&#x003B2;<sub>1 &#x02212; 42</sub> aggregates, the development of new identification probes, and the quantification of A&#x003B2;<sub>1 &#x02212; 42</sub>. This is a preliminary study of a specific fluorescent probe against A&#x003B2;. More detailed research is necessary to understand mRA and A&#x003B2;<sub>1 &#x02212; 42</sub> interactions for implementing mRA in AD-related clinical applications.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref>, further inquiries can be directed to the corresponding author/s.</p>
</sec>
<sec sec-type="author-contributions" id="s6">
<title>Author contributions</title>
<p>RC: Funding acquisition, Writing &#x02013; original draft, Writing &#x02013; review &#x00026; editing, Formal analysis, Data curation, Conceptualization, Validation. MK: Conceptualization, Funding acquisition, Validation, Writing &#x02013; review &#x00026; editing, Formal analysis, Writing &#x02013; original draft, Methodology. TM: Software, Writing &#x02013; review &#x00026; editing, Formal analysis, Data curation. SA: Formal analysis, Writing &#x02013; review &#x00026; editing. SE: Writing &#x02013; review &#x00026; editing, Formal analysis, Methodology. AY: Supervision, Methodology, Writing &#x02013; review &#x00026; editing, Resources. SD: Data curation, Writing &#x02013; review &#x00026; editing. TM: Formal analysis, Writing &#x02013; review &#x00026; editing. IH: Software, Writing &#x02013; review &#x00026; editing, Formal analysis.</p>
</sec>
<sec sec-type="funding-information" id="s7">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This study was supported by the Office of Research, Innovation, and Graduate Council (Grant Numbers IRG25444 and IRG25343) at Alfaisal University, Riyadh, Saudi Arabia.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of interest</title>
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