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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">947203</article-id>
<article-id pub-id-type="doi">10.3389/fmolb.2022.947203</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>Inhibition of <italic>Plasmodium falciparum</italic> Hsp70-Hop partnership by 2-phenylthynesulfonamide</article-title>
<alt-title alt-title-type="left-running-head">Muthelo et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmolb.2022.947203">10.3389/fmolb.2022.947203</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Muthelo</surname>
<given-names>Tshifhiwa</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mulaudzi</surname>
<given-names>Vhahangwele</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1822665/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Netshishivhe</surname>
<given-names>Munei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1822580/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Dongola</surname>
<given-names>Tendamudzimu Harmfree</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1822583/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kok</surname>
<given-names>Michelle</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Makumire</surname>
<given-names>Stanley</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1552915/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>de Villiers</surname>
<given-names>Marianne</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1924864/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Burger</surname>
<given-names>Ad&#xe9;lle</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1809213/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zininga</surname>
<given-names>Tawanda</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1278260/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Shonhai</surname>
<given-names>Addmore</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1277077/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Biochemistry &#x26; Microbiology</institution>, <institution>University of Venda</institution>, <addr-line>Thohoyandou</addr-line>, <country>South Africa</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Biochemistry</institution>, <institution>Stellenbosch University</institution>, <addr-line>Matieland</addr-line>, <country>South Africa</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Structural Biology Research Unit</institution>, <institution>Department of Integrative Biomedical Sciences</institution>, <institution>University of Cape Town</institution>, <addr-line>Cape Town</addr-line>, <country>South Africa</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/147489/overview">Elias Georges</ext-link>, McGill University, Canada</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/328266/overview">Jyoti Chhibber-Goel</ext-link>, International Centre for Genetic Engineering and Biotechnology, India</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1905788/overview">Rongguo Ren</ext-link>, University of Nebraska Medical Center, United States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Addmore Shonhai, <email>addmore.shonhai@univen.ac.za</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Molecular Diagnostics and Therapeutics, a section of the journal Frontiers in Molecular Biosciences</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>13</day>
<month>09</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>9</volume>
<elocation-id>947203</elocation-id>
<history>
<date date-type="received">
<day>18</day>
<month>05</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>08</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Muthelo, Mulaudzi, Netshishivhe, Dongola, Kok, Makumire, de Villiers, Burger, Zininga and Shonhai.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Muthelo, Mulaudzi, Netshishivhe, Dongola, Kok, Makumire, de Villiers, Burger, Zininga and Shonhai</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>
<italic>Plasmodium falciparum</italic> Hsp70-1 (PfHsp70-1; PF3D7_0818900) and PfHsp90 (PF3D7_0708400) are essential cytosol localized chaperones of the malaria parasite. The two chaperones form a functional complex via the adaptor protein, Hsp90-Hsp70 organizing protein (PfHop [PF3D7_1434300]), which modulates the interaction of PfHsp70-1 and PfHsp90 through its tetracopeptide repeat (TPR) domains in a nucleotide-dependent fashion. On the other hand, PfHsp70-1 and PfHsp90 possess C-terminal EEVD and MEEVD motifs, respectively, which are crucial for their interaction with PfHop. By coordinating the cooperation of these two chaperones, PfHop plays an important role in the survival of the malaria parasite. 2-Phenylthynesulfonamide <bold>(</bold>PES) is a known anti-cancer agent whose mode of action is to inhibit Hsp70 function. In the current study, we explored the antiplasmodial activity of PES and investigated its capability to target the functions of PfHsp70-1 and its co-chaperone, PfHop. PES exhibited modest antiplasmodial activity (IC<sub>50</sub> of 38.7 &#xb1; 0.7&#xa0;&#xb5;M). Furthermore, using surface plasmon resonance (SPR) analysis, we demonstrated that PES was capable of binding recombinant forms of both PfHsp70-1 and PfHop. Using limited proteolysis and intrinsic fluorescence-based analysis, we showed that PES induces conformational changes in PfHsp70-1 and PfHop. In addition, we demonstrated that PES inhibits the chaperone function of PfHsp70-1. Consequently, PES abrogated the association of the two proteins <italic>in vitro</italic>. Our study findings contribute to the growing efforts to expand the arsenal of potential antimalarial compounds in the wake of growing parasite resistance against currently used drugs.</p>
</abstract>
<kwd-group>
<kwd>
<italic>Plasmodium falciparum</italic>
</kwd>
<kwd>molecular chaperone</kwd>
<kwd>PfHsp70-1</kwd>
<kwd>PfHop</kwd>
<kwd>inhibitor</kwd>
<kwd>PES</kwd>
<kwd>pifithrin &#x3bc;</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>It is estimated that malaria accounted for 627,000 deaths in 2020 (<xref ref-type="bibr" rid="B49">World Health Organisation, 2021</xref>). The latest data show that malaria deaths increased by over 200,000 deaths possibly on account of a lack of commitment to managing the disease in the wake of the COVID-19 pandemic. In addition, there are increasing reports of resistance against currently used antimalarial drugs. There is therefore urgent need to expand the arsenal of antimalarial compounds. The malaria parasite traverses between a cold-blooded mosquito vector and the warm-blooded human host and thus undergoes multiple physiological changes during its complex life cycle. As part of its survival strategy, the parasite relies on its heat shock protein (Hsp) machinery to adapt to constant physiological changes and stress associated with its development (<xref ref-type="bibr" rid="B36">Pallavi et al., 2010</xref>; <xref ref-type="bibr" rid="B43">Shonhai, 2010</xref>). In addition, Hsps are implicated in antimalarial drug resistance (<xref ref-type="bibr" rid="B48">Witkowski et al., 2010</xref>).</p>
<p>Hsp70 is regarded as the most abundant molecular chaperone found in all major organelles (<xref ref-type="bibr" rid="B39">Saibil, 2013</xref>). Hsp70 is structurally divided into two major domains; a 45&#xa0;kDa&#xa0;N-terminal nucleotide binding domain (NBD) that exhibits ATPase activity and a 25&#xa0;kDa substrate binding domain (SBD) that binds the target client protein (<xref ref-type="bibr" rid="B23">Mashaghi et al., 2016</xref>) (<xref ref-type="fig" rid="F1">Figure 1A</xref>). <italic>P. falciparum</italic> Hsp70-1 (PfHsp70-1; PF3D7_0818900) is an essential molecular chaperone that is resident within the parasite cytosol (<xref ref-type="bibr" rid="B14">Kappes et al., 1993</xref>; <xref ref-type="bibr" rid="B44">Shonhai, 2021</xref>). PfHsp90 (PF3D7_0708400) co-localizes with PfHsp70-1 and the two proteins form a chaperone complex (<xref ref-type="bibr" rid="B11">Gitau et al., 2012</xref>) that is thought to coordinate the folding of select proteins that are important for the development of the parasite. In addition, the interaction of PfHsp70-1 and PfHsp90 is modulated by PfHop (PF3D7_1434300; <xref ref-type="bibr" rid="B11">Gitau et al., 2012</xref>; <xref ref-type="bibr" rid="B53">Zininga et al., 2015</xref>) (<xref ref-type="fig" rid="F1">Figure 1B</xref>), which serves as a module that facilitates substrate exchange between the two chaperones.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Domain representation of PfHsp70-1 and PfHop <bold>(A)</bold> (panel I): representation of the linear structural organization of PfHsp70-1 showing the NBD, a highly charged linker, and the-SBD. The C-terminal EEVD motif is illustrated. Panel II: Three-dimensional model of PfHsp70-1 domains. The N-terminal NBD which is subdivided into lobes IA, IB, IIA, and IIB, respectively, is shown. Also illustrated are the bound nucleotide (blue) and the Hsp40 co-chaperone binding site, respectively. The C-terminal SBD of the protein is shown on the right hand side. The hydrophobic pocket located in the SBD and a bound peptide substrate are also shown. The alpha-helical lid which is made up of helices A, B, C, D, and E is also depicted as adapted from <xref ref-type="bibr" rid="B42">Shonhai (2007)</xref>. <bold>(B)</bold> Depiction of the structural organization of PfHop showing the relative positions of the three tetracopeptide repeat (TPR) regions, the two dipeptide domains (DP), and the two nuclear localization signals (NLS) of the protein. Ribbon representations of the three-dimensional models of TPR1, TPR2A, TPR2B, DP1, and DP2 domains are also shown. The models were generated using PHYRE<sup>2</sup> (<ext-link ext-link-type="uri" xlink:href="http://www.sbg.bio.ic.ac.uk/phyre2">http://www.sbg.bio.ic.ac.uk/phyre2</ext-link>; <xref ref-type="bibr" rid="B15">Kelley et al., 2015</xref>) and rendered using CHIMERA version 1.15rc (<xref ref-type="bibr" rid="B38">Pettersen et al., 2004</xref>).</p>
</caption>
<graphic xlink:href="fmolb-09-947203-g001.tif"/>
</fig>
<p>Both PfHsp70-1 and PfHsp90 are essential proteins (<xref ref-type="bibr" rid="B3">Banumathy et al., 2003</xref>; <xref ref-type="bibr" rid="B19">Lu et al., 2020</xref>), suggesting a possible essential role for PfHop. Due to their critical role in the development of the parasite, both PfHsp70-1 and PfHsp90 are deemed prospective antimalarial drug targets (reviewed in <xref ref-type="bibr" rid="B56">Zininga and Shonhai, 2019</xref>; <xref ref-type="bibr" rid="B9">Daniyan, 2021</xref>). However, targeting <italic>P. falciparum</italic> Hsps is a challenge, as these proteins are generally conserved (<xref ref-type="bibr" rid="B37">Pesce et al., 2010</xref>; <xref ref-type="bibr" rid="B6">Chakafana et al., 2019</xref>). Despite this, there is growing evidence that Hsp70s of parasitic origin, and in particular PfHsp70-1, exhibit distinct structure-function features that could make them amenable to selective targeting (<xref ref-type="bibr" rid="B6">Chakafana et al., 2019</xref>; <xref ref-type="bibr" rid="B2">Anas et al., 2020</xref>; <xref ref-type="bibr" rid="B16">Lebepe et al., 2020</xref>; <xref ref-type="bibr" rid="B21">Makumire et al., 2021</xref>). Promisingly, some antimalarial compounds demonstrating selective inhibition of parasite Hsp70 with minimum effects on the function of human Hsp70 have been described (<xref ref-type="bibr" rid="B7">Cockburn et al., 2014</xref>; reviewed in <xref ref-type="bibr" rid="B56">Zininga and Shonhai, 2019</xref>). One of the attractive features of targeting PfHsp70-1 is that its inhibition abrogates both its independent chaperone function as well as its association with co-chaperones (<xref ref-type="bibr" rid="B54">Zininga et al., 2017a</xref>, <xref ref-type="bibr" rid="B55">b</xref>). This, and growing evidence pointing to the role of Hsps in antimalarial drug resistance (<xref ref-type="bibr" rid="B1">Akide-Ndunge et al., 2009</xref>; <xref ref-type="bibr" rid="B8">Corey et al., 2016</xref>), justifies efforts to target them in antimalarial drug development efforts as they hold promise especially as co-targets in combination therapies.</p>
<p>2-Phenylthynesulfonamide (PES), also known as pifithrin &#xb5;, is a member of the benzene family. PES is an anticancer agent that is known to target human Hsp70 (<xref ref-type="bibr" rid="B17">Leu et al., 2009</xref>; <xref ref-type="bibr" rid="B12">Jiang and Xiao, 2020</xref>). However, the mechanism of action of PES on the Hsp70 function is not fully understood. It has been suggested that it binds to the NBD of Hsp70 (<xref ref-type="bibr" rid="B51">Zhou et al., 2017</xref>), and this contradicts earlier findings proposing that it binds to the C-terminal SBD (<xref ref-type="bibr" rid="B17">Leu et al., 2009</xref>). The antimalarial activity of PES and its effect on the function of PfHsp70-1 remains to be established. In the current study, we investigated the effect of PES on asexual blood-stage <italic>P. falciparum</italic> parasites and we established that it exhibits modest antiplasmodial activity. Furthermore, we observed that PES binds directly to both PfHsp70-1 and PfHop, inducing conformational changes in both proteins. Consequently, PES abrogated the chaperone activity of PfHsp70-1, and further inhibited its association with the co-chaperone, PfHop. We discuss the implications of our findings with respect to both antimalarial drug discovery efforts and the possible mechanism of action of PES.</p>
</sec>
<sec id="s2">
<title>2 Experimental procedures</title>
<sec id="s2-1">
<title>2.1 Materials</title>
<p>Unless otherwise stated, the materials used in this study were purchased from Sigma-Aldrich (Darmstadt, Germany), Merck Millipore (Darmstadt, Germany), and Melfords (Ipswich, United Kingdom). The following antibodies were used in the study: &#x3b1;-PfHsp70-1 (Shonhai et al., 2008), &#x3b1;-PfHop (<xref ref-type="bibr" rid="B11">Gitau et al., 2012</xref>), and &#x3b1;-His (Thermofisher, MA, United States).</p>
</sec>
<sec id="s2-2">
<title>2.2 <italic>In silico</italic> docking of PES onto PfHsp70-1 and PfHop</title>
<p>To predict the possible binding, as well as identify possible binding sites of PES on PfHop and PfHsp70-1, AutoDock Vina (<xref ref-type="bibr" rid="B46">Trott and Olson, 2010</xref>, <ext-link ext-link-type="uri" xlink:href="http://vina.scripps.edu/">http://vina.scripps.edu</ext-link>) was used. The structures used for the docking were obtained from homology modeling using AlphaFold&#x2019;s ColabFold (<xref ref-type="bibr" rid="B24">Mirdita et al., 2021</xref>). As templates, the crystal structures of the NBD (6S02 and 6RZQ, <xref ref-type="bibr" rid="B10">Day et al., 2019</xref>; 7P31, 7OOH, 7OOG, 7OOE,7NQZ, 7NQU, 7NQS and 7NQR, <xref ref-type="bibr" rid="B25">Mohamad et al., 2021a&#x2013;g</xref>) and SBD (6ZHI, <xref ref-type="bibr" rid="B40">Schmidt and Vakonakis, 2020</xref>) of PfHsp70-x bound to various ligands were used to predict the structure of PfHsp70-1. These were specified as custom templates. The structure of PfHop was predicted without any custom templates specified. Both the protein and ligand were prepared for docking using AutoDockTools4 (<xref ref-type="bibr" rid="B33">Morris et al., 2009</xref>). Default parameters were used with minor modifications. The active site was placed in a grid box with x, y, and z grid points set at 100 while the grid point spacing was 0.375&#xa0;&#xc5;. The energy range was set at 4 and the exhaustiveness set at 100. Docking was initiated using command prompt. Upon completion of the docking, an output file with 9 binding modes was generated together with a log file scoring the modes in terms of binding affinity (in kcal/mol). The output files (in pdbqt format) were viewed in Pymol&#x2122; 2.4.1 (The PyMOL Molecular Graphics System, Schrodinger, LLC, NY, United States) and converted to PDB files. The receptor-ligand interactions were then performed in Discovery Studio Visualizer Version 20.1.0.19295; (BIOVIA, Sandiego, CA, United States) and images were generated using LigPlot&#x2b;, version 2.2.4 (<xref ref-type="bibr" rid="B47">Wallace et al., 1995</xref>).</p>
</sec>
<sec id="s2-3">
<title>2.3 Expression and purification of recombinant proteins</title>
<p>Production and purification of recombinant forms of both PfHsp70-1 and PfHop protein was conducted as previously described (<xref ref-type="bibr" rid="B22">Makumire et al., 2020</xref>, <xref ref-type="bibr" rid="B21">2021</xref>). Briefly, the plasmid constructs for pQE30-PfHsp70-1 and pQE30-PfHop were transformed into <italic>E. coli</italic> XL1 Blue cells. An additional construct, pQE30-PfHsp70-1<sub>NBD</sub> encoding for the NBD of PfHsp70-1 was similarly used to express the truncated version of this chaperone (<xref ref-type="bibr" rid="B52">Zininga et al., 2016</xref>). The production of recombinant protein was induced by isopropylthiogalactoside (IPTG) and the protein was purified using sepharose nickel affinity chromatography (<xref ref-type="bibr" rid="B22">Makumire et al., 2020</xref>, <xref ref-type="bibr" rid="B21">2021</xref>). The expression and purification of recombinant proteins were analyzed by SDS-PAGE and confirmed by Western blot analysis using &#x3b1;-PfHsp70-1 (Shonhai et al., 2008), &#x3b1;-PfHop (<xref ref-type="bibr" rid="B11">Gitau et al., 2012</xref>), and &#x3b1;-His antibodies, respectively.</p>
</sec>
<sec id="s2-4">
<title>2.4 Investigation of the effect of PES on the conformation of PfHsp70-1 and PfHop using limited proteolysis</title>
<p>Limited proteolysis has previously been used to validate the nucleotide-dependent conformational alterations of PfHsp70-1 (<xref ref-type="bibr" rid="B52">Zininga et al., 2016</xref>). In the current study, we employed the same approach to explore the effects of PES on the fragmentation of the recombinant forms of PfHsp70-1 and PfHop. Fragmentation of PfHsp70-1 or PfHop in the presence of nucleotides served as controls. Briefly, recombinant PfHsp70-1 (4&#xa0;&#xb5;M) or PfHop (4&#xa0;&#xb5;M) was digested with 0.25&#xa0;ng/ml of proteinase K at 37&#xa0;C in the absence and presence of 25&#xa0;&#xb5;M ADP/ATP or 20&#xa0;&#xb5;M PES for 30&#xa0;min. Proteolytic digestion of either PfHsp70-1 or PfHop was analyzed using SDS-PAGE analysis followed by silver staining using GE Healthcare PlusOne&#x2122; Silver Staining Kit (WI, United States).</p>
</sec>
<sec id="s2-5">
<title>2.5 Intrinsic fluorescence-based analysis of the effect of PES on the tertiary structures of PfHsp70-1 and PfHop</title>
<p>The effect of PES on the tertiary structural conformation of recombinant PfHsp70-1 and PfHop proteins relative to the nucleotide-dependent conformations were assessed by monitoring intrinsic fluorescence as previously described (<xref ref-type="bibr" rid="B52">Zininga et al., 2016</xref>; <xref ref-type="bibr" rid="B16">Lebepe et al., 2020</xref>). Briefly, recombinant PfHsp70-1 (4&#xa0;&#xb5;M) or PfHop (4&#xa0;&#xb5;M) was incubated in the absence or presence of 25&#xa0;&#xb5;M ATP/ADP. The assay was repeated in the presence of 20&#xa0;&#xb5;M PES. Fluorescence emission spectra were monitored at 300&#x2013;400&#xa0;nm after initial excitation at 295&#xa0;nm. The spectra data collected from seven spectral scans were averaged and processed taking into account the baseline (effect of buffer in the absence of protein).</p>
</sec>
<sec id="s2-6">
<title>2.6 Analysis of the effect of PES on the chaperone activity of PfHsp70-1</title>
<p>The capability of PfHsp70-1 to prevent thermal aggregation of malate dehydrogenase (MDH) from porcine heart was previously demonstrated (Shonhai et al., 2008). In the current study, we investigated the effect of PES on the holdase chaperone activity of PfHsp70-1. The assay was initiated by adding 1,25&#xa0;&#xb5;M MDH and 0,75&#xa0;&#xb5;M PfHsp70-1 to the assay buffer (50&#xa0;mM Tris-HCl, 100&#xa0;mM NaCl; pH 7.4) and heated to 51&#xb0;C. Aggregation of MDH was monitored as a function of light scattering at 360&#xa0;nm over 30&#xa0;min at 51&#xb0;C in a SpectraMax M3 (Molecular Devices, United States) microplate spectrometer. The assay was repeated at varying final concentrations (5, 15, 25, 50, 100&#xa0;nM) of PES. The chaperone function of PfHsp70-1 under various experimental conditions was compared to the activity of the chaperone recorded in the absence of nucleotide. Statistical analysis was conducted using a student t-test and a <italic>p</italic> <bold>&#x3c;</bold> 0.05 represented functionally significant variation.</p>
</sec>
<sec id="s2-7">
<title>2.7 Determination of equilibrium binding kinetics of PES to either PfHop or PfHsp70-1</title>
<p>The steady-state equilibrium binding kinetics for the inhibitors on either PfHsp70-1 or PfHop were investigated using BioNavis Navi 420A ILVES multi-parametric surface plasmon resonance (MP-SPR) system (BioNavis, Finland) following a previously described method (<xref ref-type="bibr" rid="B16">Lebepe et al., 2020</xref>; <xref ref-type="bibr" rid="B5">Chakafana et al., 2021</xref>). Briefly, filter-sterilized de-gassed PBS (4.3&#xa0;mM Na<sub>2</sub>HPO<sub>4</sub>, 1.4&#xa0;mM KH<sub>2</sub>PO<sub>4</sub>, 137&#xa0;mM NaCl, 3&#xa0;mM KCl, 0.005% (v/v) Tween 20, and 20&#xa0;mM EDTA; pH 7.4) was used as running buffer for the assay. The ligand (0.1&#xa0;&#x3bc;g/ml of PfHsp70-1/PfHop) was immobilized onto a carboxymethyl dextran (CMD 3-D) gold sensor chip through amine coupling. PES was injected (flow rate of 50&#xa0;&#x3bc;l/min) as analyte at varying final concentrations (0, 1.25, 2.5, 5, 10, 20&#xa0;nM). Similarly, as controls nucleotides (5&#xa0;&#xb5;M ATP/ADP) and a known <italic>P. falciparum</italic> Hsp70 inhibitor, (&#x2212;)-Epigallocatechin-3-gallate (EGCG; <xref ref-type="bibr" rid="B55">Zininga et al., 2017b</xref>) were similarly injected at varying final concentrations (0, 1.25, 2.5, 5, 10, 20&#xa0;nM) over the chip surface. Steady-state equilibrium was achieved after allowing the interaction to occur for 8&#xa0;min at 25&#xb0;C, followed by dissociation for 4&#xa0;min at 25&#xb0;C, respectively. The data generated were analyzed using Data Viewer (BioNavis, Finland) after subtraction of baseline (signals generated on the chip surface without protein immobilized and buffer without inhibitor). The resultant sensorgrams were analyzed to determine the equilibrium binding affinities using Trace Drawer software version 1.8 (Ridgeview Instruments; Sweden). A student t-test <italic>p</italic> <bold>&#x3c;</bold> 0.05 represented statistically significant differences in affinity recorded relative to the activity of the protein reported in the absence of nucleotide.</p>
</sec>
<sec id="s2-8">
<title>2.8 Analysis of the effect of PES on the association of PfHop and PfHsp70-1</title>
<sec id="s2-8-1">
<title>2.8.1 Surface plasmon resonance assay</title>
<p>To determine the effect of inhibitors on the direct interaction of PfHsp70-1 with PfHop (<xref ref-type="bibr" rid="B11">Gitau et al., 2012</xref>; <xref ref-type="bibr" rid="B53">Zininga et al.,2015</xref>) we conducted SPR analysis using the BioNavis Navi 420A ILVES MP-SPR system (BioNavis, Finland). PfHsp70-1 was immobilized as ligand and varying concentrations (0, 125, 250, 500, 1,000, and 2000&#xa0;nM) of PfHop as analyte were injected on the chip surface at a flow rate of 20&#xa0;&#x3bc;l/min. To monitor the effects of the inhibitor, the analyte was suspended in PBS supplemented with 25&#xa0;&#xb5;M PES and injected similarly. We previously established that EGCG abrogates PfHop-PfHsp70-1 interaction (<xref ref-type="bibr" rid="B55">Zininga et al., 2017b</xref>). As such, as control, the assay was repeated in the presence of 25&#xa0;&#xb5;M of EGCG in place of the PES. Association was allowed to occur for 5&#xa0;min, followed by dissociation for 10&#xa0;min at 25&#xb0;C. Data analysis was conducted taking baseline correction into account through double referencing [subtracting the signals recorded using both buffer blank (PBS supplemented with 25&#xa0;&#xb5;M of inhibitor without the analyte protein) and the chip blank (channel with BSA as ligand protein immobilized)]. The generated sensorgrams were then analyzed as described in <xref ref-type="sec" rid="s2-7">Section 2.7</xref> above. The affinity values obtained under the various experimental conditions were compared to that observed for the assay conducted in the absence of nucleotide.</p>
</sec>
<sec id="s2-8-2">
<title>2.8.2 Enzyme-linked immunosorbent assay</title>
<p>An enzyme-linked immunosorbent assay (ELISA) was used to validate the effect of PES on the direct association of PfHsp70-1 and PfHop following a previously described protocol (<xref ref-type="bibr" rid="B20">Mabate et al., 2018</xref>). Briefly, ligand (5&#xa0;&#x3bc;g/ml of PfHsp70-1) suspended in 5&#xa0;mM sodium bicarbonate (NaHCO<sub>3</sub>) at pH 9.5 was noncovalently immobilized onto a 96 well plate overnight at 4&#xa0;C. BSA (5&#xa0;&#x3bc;g/ml) was used as a ligand for the negative control. The wells were washed with 150&#xa0;&#xb5;l TBST which contains (Tris-buffered saline- Tween (TBST; 20&#xa0;mM Tris HCl, pH 7.5, 500&#xa0;mM NaCl supplemented with 0.1% Tween 20) prior to blocking with 5% fat-free milk in TBST and incubated at 25&#xa0;C for 1&#xa0;h. The wells were washed using TBST for a total of 10&#xa0;min. Varying concentrations (0&#x2013;1,000&#xa0;nM) of analyte PfHop were added to the wells and incubated for 2&#xa0;h at 25&#xa0;&#xb0;C. To remove the unbound analyte, the plate was washed with 150&#xa0;&#xb5;l TBST three times before the addition of rabbit-raised &#x3b1;-PfHop antibody (1: 4,000) followed by incubation at 25&#xb0;C for 1&#xa0;h. Subsequently, the wells were washed with 150&#xa0;&#xb5;l TBST three times before the addition of 100&#xa0;&#xb5;l secondary HRP conjugated goat-raised &#x3b1;-rabbit antibody (1: 4,000) and incubated for 45&#xa0;min at 25&#xa0;&#xb0;C. The substrate, 3,3&#x2019;5,5&#x2019; &#x2013;tetramethylbenzidine (TMB) (Bio Scientific, United States) was added into the wells and incubated for 2&#xa0;min at 25&#xa0;C. Color development was monitored by recording absorbance readings at 370&#xa0;nm at 5&#xa0;min time intervals for 30&#xa0;min using a SpectraMax M3 Microplate reader (Molecular Devices, United States). To determine the effect of the inhibitor, the assay was conducted in the presence of 25&#xa0;&#xb5;M) of PES. As controls, the assay was repeated in the presence of 25&#xa0;&#xb5;M of ATP/ADP and EGCG (<xref ref-type="bibr" rid="B53">Zininga et al., 2015</xref>; <xref ref-type="bibr" rid="B55">Zininga et al., 2017b</xref>). Furthermore, the assay was repeated interchanging the ligand and analyte to validate data reproducibility. The generated data were analyzed taking into account the background signal generated by BSA which served as the control protein. The absorbance values obtained at the highest concentration of each analyte were averaged to represent maximum (100%) binding. Titration curves were then generated using GraphPad Prism 9.3.1 (GraphPad Software, United States). The relative binding affinities of PES under each experimental setting were normalized relative to the affinity estimated for assay conducted in the absence of nucleotide at the highest concentration of PfHop. Statistical analysis was conducted to establish significant differences at <italic>p</italic> &#x3c; 0.05 using a student t-test.</p>
</sec>
</sec>
<sec id="s2-9">
<title>2.9 Parasite growth inhibition studies</title>
<p>Asexual <italic>P. falciparum</italic> strain 3D7 parasites were cultured at 2&#x2013;3% parasitemia in RBC (4% haematocrit) in RPMI complete media supplemented with 25&#xa0;mM HEPES, 11&#xa0;mM glucose, 200&#xa0;&#x3bc;M hypoxanthine (dissolved in 500&#xa0;mM NaOH), 24&#xa0;&#x3bc;g/ml gentamycin and 0.6% m/v Albumax II serum. Growth inhibition assays were set up on synchronized ring-stage parasites using a 1% parasitemia and a 1% haematocrit suspension. The culture was exposed to increasing concentrations of PES (1.95&#x2013;500&#xa0;&#x3bc;M) and incubated at 37&#xa0;&#xb0;C in a continuous gas environment (93% N<sub>2</sub>, 3% O<sub>2</sub>, and 4% CO<sub>2</sub>) for 96&#xa0;h. Chloroquine was used as the positive drug control at 1&#xa0;&#x3bc;M. Parasite growth without any drug present, which allowed the parasites to proliferate unrestricted, was used as negative drug control. SYBR&#x2122; Gold DNA stain (Invitrogen, ThermoFisher Scientific Inc., Germany) was used to measure the proliferation of the parasites compared to the controls as previously described (<xref ref-type="bibr" rid="B45">Smilkstein et al., 2004</xref>). Fluorescence was measured using a TECAN Spark<sup>&#xae;</sup> multimode microplate reader (Tecan Trading AG, Switzerland) and the data were analyzed using SigmaPlot, version 12 (Systat Software Inc., IL, United States). IC<sub>50</sub> were generated based on dose-response curves obtained as technical triplicates for one biological test (n &#x3d; 1 for chloroquine) and three biological repeats (n &#x3d; 3 for PES).</p>
</sec>
</sec>
<sec id="s3">
<title>3 Results</title>
<sec id="s3-1">
<title>3.1 PES is predicted to directly bind to both PfHsp70-1 and PfHop</title>
<p>Molecular docking studies were conducted to assess the propensity of PES to bind to PfHsp70-1 and its co-chaperone, PfHop. PES was docked onto PfHsp70-1 and PfHop and the affinity was determined in each case (<xref ref-type="fig" rid="F2">Figures 2</xref>, <xref ref-type="fig" rid="F3">3</xref>). Both PfHsp70-1 and PfHop bound to PES at notable predicted scores of -6.9&#xa0;kcal/mol and 7.3&#xa0;kcal/mol, respectively. The predicted binding of PfHop by PES came as a surprise since this compound is traditionally known to target Hsp70. Based on the docking model, PES is positioned within a binding pocket defined by residues Leu416, Glu417, Thr418, Ala419, Phe441, Thr442, Val451, Ile453, Gln454, Ile487, and Val489 located within the SBD of PfHsp70-1 (<xref ref-type="fig" rid="F2">Figure 2</xref>). Our findings are thus in agreement with a previous study that proposed that PES binds to the SBD of human Hsp70 (<xref ref-type="bibr" rid="B17">Leu et al., 2009</xref>). It is thought that the substrate binding cavity of PfHsp70-1 is made up of residues Ala419, Tyr444, and Val451 (<xref ref-type="bibr" rid="B41">Shonhai et al., 2007</xref>; Shonhai et al., 2008). It is interesting to note that residues, Ala419 and Val451 that form part of the substrate binding cavity of PfHsp70-1 are predicted to make direct contact with PES. It is plausible that PES binding by PfHsp70-1 may abrogate substrate binding.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Schematic representing the interaction of PES with PfHsp70-1.<bold>(A)</bold> representation of a three-dimensional model with a ribbon structure of full-length PfHsp70-1 bound to PES through the SBD&#x3b2;. The different domains of PfHsp70-1 are also shown. <bold>(B)</bold> Surface and ribbon views of the docked structures, showing the residues involved in the interaction, and <bold>(C)</bold> a 2D diagram showing receptor-ligand interface. PES makes H bond contacts with Glu417, Gln454 of PfHsp70-1. In addition, PES exhibits pi-alkyl contacts with Val451 and Ile453 of PfHsp70-1.</p>
</caption>
<graphic xlink:href="fmolb-09-947203-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Schematic representing the interaction of PES with PfHop. <bold>(A)</bold> A docked three-dimensional model with a ribbon structure of full-length PfHop bound to PES. The domains of the protein are also shown. PES binds to the TPR1, DP1, and TPR2B regions of the protein. <bold>(B)</bold> Surface and ribbon views of the docked structures, showing the residues involved in the interaction. <bold>(C)</bold> A 2D illustration of the receptor-ligand interface. PES appears to hydrogen bond with residues Arg407 on PfHop. Thus, PES forms pi-pi T-shaped interactions with Tyr372, pi-alkyl with Leu124 and Ile373, pi sigma, and pi-sulfur with Met123 of PfHop.</p>
</caption>
<graphic xlink:href="fmolb-09-947203-g003.tif"/>
</fig>
<p>Furthermore, PES is predicted to interact with two residues, Met123 and Leu 124, located within the interface between the TPR1 and the dipeptide domain 1 (DP1) of PfHop (<xref ref-type="fig" rid="F3">Figure 3</xref>). In addition, PES is thought to make direct contact with both Tyr372 and Ile373 which are located within the region joining TPR2A and TPR2B of PfHop. Residue Arg407, located within the TPR2B of PfHop seems to also make direct contact with PES (<xref ref-type="fig" rid="F3">Figure 3</xref>). The predicted binding energies of PES for the two proteins are proportional to the estimated number of H-bond and the net number of interactions observed; 5 for PfHsp70-1 and 6 for PfHop, respectively (<xref ref-type="fig" rid="F3">Figure 3</xref>; <xref ref-type="table" rid="T1">Table 1</xref>). The marginally higher binding affinity of PES for PfHop could be attributed to the distinct contacts it makes with this co-chaperone relative to PfHsp70-1 (<xref ref-type="table" rid="T1">Table 1</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Interaction of PES with <italic>P. falciparum</italic> Hsp70-1/PfHop as predicted <italic>in silico</italic>.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Protein</th>
<th align="left">Compound</th>
<th align="left">Binding energy (Kcal/mol)</th>
<th align="left">Hydrogen bonding and residues involved</th>
<th align="left">Hydrophobic interactions and residues involved</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">PfHop</td>
<td rowspan="2" align="left">PES</td>
<td align="left">&#x2212;7.3</td>
<td align="left">Arg407</td>
<td align="left">Met123, Leu124, Tyr 372, Ile373</td>
</tr>
<tr>
<td align="left">PfHsp70-1</td>
<td align="left">&#x2212;6.9</td>
<td align="left">Glu417, Gln454</td>
<td align="left">Val451, Ile453</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-2">
<title>3.3 Experimental evidence for the direct binding of PES onto PfHsp70-1 and PfHop</title>
<p>We further experimentally investigated the direct interaction of PES with both PfHsp70-1 and PfHop. We employed SPR analysis to explore the association of PES with either of the two proteins. Recombinant forms of either PfHsp70-1 or PfHop were used as analytes while PES served as ligand. First, it was important to validate the interaction of PfHsp70-1 with ATP (<xref ref-type="table" rid="T2">Table 2</xref>) as the latter is known to bind to PfHsp70-1 (<xref ref-type="bibr" rid="B52">Zininga et al., 2016</xref>). In addition, while human Hop binding to ATP has been reported (<xref ref-type="bibr" rid="B50">Yamamoto et al., 2014</xref>), the direct interaction of PfHop with nucleotides has not been established. As expected, PfHsp70-1 and its NBD both bound to ATP (<xref ref-type="table" rid="T2">Table 2</xref>). It is interesting to note that PfHop bound to ATP within affinity of the same order of magnitude as PfHsp70-1 (<xref ref-type="table" rid="T2">Table 2</xref>). This is the first report demonstrating that PfHop, like human Hop, is capable of binding ATP. <italic>In silico</italic> prediction suggests that PES binds primarily to the TPR2A subdomain of PfHop (<xref ref-type="fig" rid="F3">Figure 3</xref>). However, this requires experimental validation. As expected, PfHsp70-1 bound to PES within the lower micromolar range (<xref ref-type="table" rid="T2">Table 2</xref>). On the other hand, the isolated NBD of PfHsp70-1 exhibited much less affinity (about two orders of magnitude lower) for PES, further confirming that PES binding is largely driven by residues located in the SBD (<xref ref-type="fig" rid="F4">Figure 4</xref>). PfHop bound to PES with notable affinity, although its affinity for the ligand was one order of magnitude lower than PfHsp70-1.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Equilibrium binding affinities of PES for PfHsp70-1/PfHsp70-1<sub>NBD</sub> and PfHop.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Ligand</th>
<th align="left">Analyte</th>
<th align="left">KD (&#xb5;M)</th>
<th align="left">&#x3c7;<sup>2</sup>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="2" align="left">PfHsp70-1</td>
<td align="left">PES</td>
<td align="char" char="plusmn">0.0692 &#xb1; 0.02</td>
<td align="char" char=".">1.70</td>
</tr>
<tr>
<td align="left">ATP</td>
<td align="char" char="plusmn">0.537 &#xb1; 0.07</td>
<td align="char" char=".">1.73</td>
</tr>
<tr>
<td rowspan="2" align="left">PfHop</td>
<td align="left">PES</td>
<td align="char" char="plusmn">0.707 &#xb1; 0.07</td>
<td align="char" char=".">7.31</td>
</tr>
<tr>
<td align="left">ATP</td>
<td align="char" char="plusmn">0.861 &#xb1; 0.01</td>
<td align="char" char=".">6.90</td>
</tr>
<tr>
<td rowspan="2" align="left">PfHsp70-1<sub>NBD</sub>
</td>
<td align="left">PES</td>
<td align="char" char="plusmn">7.39 &#xb1; 0.09</td>
<td align="char" char=".">9.14</td>
</tr>
<tr>
<td align="left">ATP</td>
<td align="char" char="plusmn">0.0223 &#xb1; 0.03</td>
<td align="char" char=".">1.01</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<italic>K</italic>
<sub>
<italic>D</italic>
</sub>, equilibrium constant, X<sup>2</sup> values indicate the goodness of fit for SPR, sensorgrams. Each parameter is the mean for three independent experiments, each performed in triplicate and standard errors of the mean are indicated.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>PES directly binds to both PfHsp70-1 and PfHop. As a ligand, each of PfHsp70-1 or PfHsp70-1<sub>NBD</sub> or PfHop was immobilized at a concentration of 0.1&#xa0;&#x3bc;g/ml. The assay was conducted in the presence of variable levels of PES. The interaction between ligand and analyte was determined at equilibrium. Each curve is the average determined for three independent experiments, each performed in triplicate. The error bars are indicated as standard error about the mean.</p>
</caption>
<graphic xlink:href="fmolb-09-947203-g004.tif"/>
</fig>
<p>Our SPR data (<xref ref-type="fig" rid="F4">Figure 4</xref>; <xref ref-type="table" rid="T2">Table 2</xref>) is at variance with docking studies that suggested that PES exhibits a higher affinity for PfHop than PfHsp70-1 (<xref ref-type="table" rid="T1">Table 1</xref>). In addition, findings from the docking studies suggest that PES binds to Hsp70 via both the NBD and the SBD. While the minor discordances between <italic>in silico</italic> and experimental data were expected, both the <italic>in silico</italic> and experimental data strongly suggested that PfHop binds to PES. While the recognition of PES by the SBD of Hsp70 has been established (<xref ref-type="bibr" rid="B17">Leu et al., 2009</xref>, <xref ref-type="bibr" rid="B18">2011</xref>; <xref ref-type="bibr" rid="B13">Kaiser et al., 2011</xref>), evidence for its possible interaction with the N-terminal NBD of Hsp70 has been reported (<xref ref-type="bibr" rid="B51">Zhou et al., 2017</xref>). Thus, our findings suggest that PfHsp70-1 is capable of binding PES via both domains reconciling the previously contrasting reports.</p>
</sec>
<sec id="s3-3">
<title>3.2 PES induces conformational changes in PfHsp70-1 and PfHop</title>
<p>The capability of PES to induce conformational changes on PfHsp70-1 and PfHop was analyzed using limited proteolysis and intrinsic fluorescence analysis. The effect of ATP/ADP on the fragmentation of PfHsp70-1 or PfHop served as a control. The data generated through limited proteolysis and intrinsic fluorescence suggest that ATP and ADP each uniquely regulate the conformations of either PfHsp70-1 (<xref ref-type="fig" rid="F5">Figure 5A</xref>) or PfHop (<xref ref-type="fig" rid="F5">Figure 5B</xref>). While it is well known that PfHsp70-1 is uniquely regulated by ATP and ADP (<xref ref-type="bibr" rid="B52">Zininga et al., 2016</xref>), this study constitutes the first report suggesting that the conformation of PfHop is regulated by nucleotides. We further explored the structural perturbations of both proteins in the presence of PES. Both PfHsp70-1 and PfHop digested in the presence of PES generated unique fragmentation patterns compared to protein digested in <italic>apo</italic> state (<xref ref-type="fig" rid="F5">Figure 5A,B</xref>). This suggests that PES binds to PfHsp70-1 and PfHop to induce conformational changes. Similarly, intrinsic fluorescence data mirrored the same findings as we noted a blue shift (emission peak of 336&#xa0;nm) registered by PfHsp70-1 in the presence of PES relative to the emission peak of 339&#xa0;nm registered by protein in <italic>apo</italic> state (<xref ref-type="fig" rid="F5">Figure 5A</xref> bottom panel). On the other hand, PfHop registered a marginal red shift (emission peak of 340&#xa0;nm) in the presence of PES relative to the emission peak of 339&#xa0;nm registered by the protein in <italic>apo</italic> state (<xref ref-type="fig" rid="F5">Figure 5B</xref> bottom panel).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>PES induces conformational changes in PfHsp70-1. Recombinant PfHsp70-1 <bold>(A)</bold> protein was subjected to limited proteolysis (top panel) and intrinsic fluorescence analysis (lower panel) in the presence of ATP/ADP and PES. Similarly, recombinant PfHop protein <bold>(B)</bold> was subjected to limited proteolysis (top panel) and intrinsic fluorescence analysis (lower panel) in the presence of ATP/ADP and PES. Fluorescence emission spectra were averaged for seven spectral scans monitored at 310&#x2013;400&#x00A0;nm after an initial excitation of 295&#x00A0;nm.</p>
</caption>
<graphic xlink:href="fmolb-09-947203-g005.tif"/>
</fig>
</sec>
<sec id="s3-4">
<title>3.4 PES inhibits the holdase chaperone activity of PfHsp70-1</title>
<p>PfHsp70-1 is known to suppress the heat-induced aggregation of model substrate proteins such as MDH, thereby exhibiting holdase chaperone activity (Shonhai et al., 2008; <xref ref-type="bibr" rid="B21">Makumire et al., 2021</xref>). We explored the effect of PES on the capability of PfHsp70-1 to suppress the heat-induced aggregation of MDH <italic>in vitro</italic>. The rationale of this assay is that inhibition of PfHsp70-1 would result in MDH aggregating in the presence of the chaperone. Our findings demonstrated that PES inhibited the chaperone activity of PfHsp70-1 in a concentration-dependent fashion (<xref ref-type="fig" rid="F6">Figure 6</xref>).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>PES inhibits the holdase chaperone activity of PfHsp70-1. The effect of PES on the heat-induced aggregation suppression activity of PfHsp70-1 was monitored by exposing aggregation-prone protein, MDH, to heat stress at 51&#xa0;&#xb0;C in the presence of PfHsp70-1&#xa0;at equimolar levels and varying levels of PES. The heat-induced aggregation of MDH was monitored at 360&#xa0;nm. Error bars indicate the mean generated from three assays conducted using independent PfHsp70-1 protein purifications. Statistical significance of differences was determined using one-way ANOVA and post-hoc test (&#x2a;<italic>p</italic> &#x3c; 0,05; &#x2a;&#x2a;<italic>p</italic> &#x3c; 0,01; &#x2a;&#x2a;&#x2a;<italic>p</italic> &#x3c; 0.001).</p>
</caption>
<graphic xlink:href="fmolb-09-947203-g006.tif"/>
</fig>
</sec>
<sec id="s3-5">
<title>3.5 PES inhibits the direct association of PfHsp70-1 and PfHop</title>
<p>The capability of PES to inhibit the direct association of PfHsp70-1 with PfHop was investigated using ELISA and SPR analyses as previously reported (<xref ref-type="bibr" rid="B20">Mabate et al., 2018</xref>). First, using ELISA, we established that PES inhibited the association of the two proteins in a concentration dependent fashion irrespective of which protein was used as a ligand (<xref ref-type="sec" rid="s10">Supplementary Figure S1</xref>). BSA was used as a negative control protein as it does not interact with either PfHsp70-1 or PfHop (<xref ref-type="sec" rid="s10">Supplementary Figure S1</xref>). The assay was repeated in the presence of 25&#xa0;&#xb5;M of either ATP or ADP (<xref ref-type="sec" rid="s10">Supplementary Figure S1</xref>) or 25&#xa0;&#xb5;M inhibitor (<xref ref-type="fig" rid="F7">Figure 7</xref>; <xref ref-type="table" rid="T3">Table 3</xref>). The presence of ADP promoted the association, while ATP abrogated the association (<xref ref-type="sec" rid="s10">Supplementary Figure S1</xref>). This observation was in line with our previous findings (<xref ref-type="bibr" rid="B53">Zininga et al., 2015</xref>; <xref ref-type="bibr" rid="B54">Zininga et al., 2017a</xref>; <xref ref-type="bibr" rid="B55">Zininga et al., 2017b</xref>), thus validating the assay. PES abrogated the interaction of PfHsp70-1 and PfHop in the same way as ATP (<xref ref-type="fig" rid="F7">Figure 7A</xref>). The assay was further validated using EGCG (<xref ref-type="fig" rid="F7">Figure 7B</xref>), a known inhibitor of PfHop-PfHsp70-1 interaction (<xref ref-type="bibr" rid="B55">Zininga et al., 2017b</xref>). This suggests that PES has an inhibitory effect on the association of PfHsp70-1 with PfHop as is the case for ATP or EGCG (<xref ref-type="fig" rid="F7">Figure 7C</xref>). In addition, the ELISA-based data suggested that compared to EGCG, PES is marginally less effective at inhibiting PfHop-PfHsp70-1 interaction (<xref ref-type="fig" rid="F7">Figure 7D</xref>).</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>PES suppresses PfHop-PfHsp70-1 association. PfHsp70-1 was immobilized onto the ELISA plate and PfHop (analyte) was suspended along with varying concentrations of PES. DMSO and BSA were used as controls. Representative binding curves obtained for the association of PfHsp70-1 and PfHop in the presence of <bold>(A)</bold> PES and EGCG <bold>(B)</bold> are shown. Bar graphs showing the comparative effects of the inhibitors on the interaction of PfHsp70-1 and PfHop are provided <bold>(C)</bold>. The resultant dose-response curves for both PES and EGCG are shown <bold>(D)</bold>. The error bars represent the standard deviations obtained from three independent assays conducted independently. Student t-test statistical significance of differences of inhibitor compared to the vehicle control, DMSO, are indicated by asterisks positioned above the bar graphs (<italic>p</italic> &#x3c; 0.001&#x2a;).</p>
</caption>
<graphic xlink:href="fmolb-09-947203-g007.tif"/>
</fig>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>PES inhibits the direct association of PfHsp70-1 and PfHop.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Ligand</th>
<th align="left">Analyte</th>
<th align="left">Name of the inhibitor</th>
<th align="left">IC<sub>50</sub> (nM)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="2" align="left">PfHsp70-1</td>
<td rowspan="2" align="left">PfHop</td>
<td align="left">EGCG</td>
<td align="left">13.90 &#xb1; 1.2</td>
</tr>
<tr>
<td align="left">PES</td>
<td align="left">32.43 &#xb1; 2.1</td>
</tr>
<tr>
<td rowspan="2" align="left">PfHop</td>
<td rowspan="2" align="left">PfHsp70-1</td>
<td align="left">EGCG</td>
<td align="left">14.57 &#xb1; 1.8</td>
</tr>
<tr>
<td align="left">PES</td>
<td align="left">38.13 &#xb1; 3.6</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Interaction of PfHsp70-1 and PfHop was investigated using ELISA, with analyte and ligand alternating. IC<sub>50</sub> values for the interaction of the proteins in the presence of PES and EGCG (control) are shown.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>We further validated the effect of PES on the PfHop-PfHsp70-1 association using SPR analysis. PfHsp70-1 was immobilized as ligand and varying concentrations of PfHop were injected as analyte. The assay was conducted in the absence or presence of 25&#xa0;&#xb5;M ATP/ADP, or PES (<xref ref-type="fig" rid="F8">Figure 8</xref>). First, we confirmed that under the SPR-based experimental conditions PfHop and PfHsp70-1 associate in a nucleotide-dependent fashion (ADP promotes their association while ATP inhibits the association; <xref ref-type="bibr" rid="B53">Zininga et al., 2015</xref>; <xref ref-type="fig" rid="F8">Figure 8</xref>). Our SPR-based data confirmed that PES significantly inhibited the interaction of PfHop with PfHsp70-1 (<xref ref-type="fig" rid="F8">Figure 8</xref>). However, as observed using the ELISA assay, PES was slightly less effective at this than EGCG (<xref ref-type="fig" rid="F7">Figures 7</xref>, <xref ref-type="fig" rid="F8">8</xref>).</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Confirmation of the inhibitory function of PES on PfHop-PfHsp70-1 association. Representative sensorgrams generated from data obtained in absence of nucleotide <bold>(A)</bold>, presence of ADP <bold>(B)</bold>, ATP <bold>(C)</bold>, and PES <bold>(D)</bold> and EGCG <bold>(E)</bold> are shown. The relative affinities of the association of PfHop with PfHsp70-1 in the absence (NN) of both nucleotides and inhibitors compared to interaction in the presence of nucleotides and inhibitors are shown in <bold>(F)</bold>. Standard errors represent three independent assays conducted in triplicates using independent protein batches. A student t-test was used for statistical validation and statistically significant differences relative to data obtained in the absence of nucleotide state (NN) are indicated by asterisks above the bar graphs (<italic>p</italic> &#x3c; 0.001&#x2a;).</p>
</caption>
<graphic xlink:href="fmolb-09-947203-g008.tif"/>
</fig>
<p>To further validate the inhibition of PfHsp70-1 and PfHop interaction, ligand and analyte were switched, and the assay was repeated (<xref ref-type="table" rid="T4">Table 4</xref>). As previously shown, a decrease in response was observed in the interaction of PfHsp70-1 with PfHop in the presence of PES. The binding affinities for PfHsp70-1 with PfHop in the presence of PES were within the same order of magnitude after swapping ligand and analyte (<xref ref-type="table" rid="T4">Table 4</xref>). Taken together, both our SPR and ELISA data suggest that PES abrogates the PfHop-PfHsp70-1 association.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>SPR based kinetics showing the effect of PES on the interaction of PfHsp70-1 with PfHop.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Ligand</th>
<th align="left">Analyte</th>
<th align="left">Nucleotide/Inhibitor</th>
<th align="left">
<italic>ka</italic> (1/Ms)</th>
<th align="left">
<italic>kd</italic> (1/s)</th>
<th align="left">
<italic>K</italic>
<sub>
<italic>D</italic>
</sub> (nM)</th>
<th align="left">&#x3c7;<sup>2</sup>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="5" align="left">PfHsp70-1</td>
<td rowspan="5" align="left">PfHop</td>
<td align="left">NN</td>
<td align="char" char="(">7.67 (&#xb1;0.07) e<sup>5</sup>
</td>
<td align="char" char="(">3.25 (&#xb1;0.05) e-<sup>3</sup>
</td>
<td align="char" char="plusmn">4.24 &#xb1; 0.4</td>
<td align="char" char=".">0.91</td>
</tr>
<tr>
<td align="left">ADP</td>
<td align="char" char="(">7.81 (&#xb1;0.01) e<sup>5</sup>
</td>
<td align="char" char="(">3.08 (&#xb1;0.08) e<sup>&#x2212;3</sup>
</td>
<td align="char" char="plusmn">3.08 &#xb1; 0.8</td>
<td align="char" char=".">0.75</td>
</tr>
<tr>
<td align="left">ATP</td>
<td align="char" char="(">2.59 (&#xb1;0.09) e<sup>5</sup>
</td>
<td align="char" char="(">2.07 (&#xb1;0.07) e<sup>&#x2212;2</sup>
</td>
<td align="char" char="plusmn">79.8 &#xb1; 8.0<sup>&#x2a;</sup>
</td>
<td align="char" char=".">2.12</td>
</tr>
<tr>
<td align="left">EGCG</td>
<td align="char" char="(">6.31 (&#xb1;0.01) e<sup>3</sup>
</td>
<td align="char" char="(">1.30 (&#xb1;0.3) e<sup>&#x2212;1</sup>
</td>
<td align="char" char="plusmn">20,700 &#xb1; 700<sup>&#x2a;</sup>
</td>
<td align="char" char=".">0.51</td>
</tr>
<tr>
<td align="left">PES</td>
<td align="char" char="(">1.25 (&#xb1;0.05) e<sup>5</sup>
</td>
<td align="char" char="(">2.66 (&#xb1;0.06) e<sup>&#x2212;2</sup>
</td>
<td align="char" char="plusmn">214 &#xb1; 40<sup>&#x2a;</sup>
</td>
<td align="char" char=".">0.13</td>
</tr>
<tr>
<td rowspan="5" align="left">PfHop</td>
<td rowspan="5" align="left">PfHsp70-1</td>
<td align="left">NN</td>
<td align="char" char="(">7.60 (&#xb1;0.6) e<sup>6</sup>
</td>
<td align="char" char="(">3.41 (&#xb1;0.01) e<sup>&#x2212;2</sup>
</td>
<td align="char" char="plusmn">4.49 &#xb1; 0.9</td>
<td align="char" char=".">0.19</td>
</tr>
<tr>
<td align="left">ADP</td>
<td align="char" char="(">8.07 (&#xb1;0.07) e<sup>6</sup>
</td>
<td align="char" char="(">2.50 (&#xb1;0.5) e<sup>&#x2212;2</sup>
</td>
<td align="char" char="plusmn">3.10 &#xb1; 0.1</td>
<td align="char" char=".">0.10</td>
</tr>
<tr>
<td align="left">ATP</td>
<td align="char" char="(">2.66 (&#xb1;0.06) e<sup>5</sup>
</td>
<td align="char" char="(">2.15 (&#xb1;0.05) e<sup>&#x2212;2</sup>
</td>
<td align="char" char="plusmn">80.9 &#xb1; 9.1<sup>&#x2a;</sup>
</td>
<td align="char" char=".">1.67</td>
</tr>
<tr>
<td align="left">EGCG</td>
<td align="char" char="(">6.71 (&#xb1;0.01) e<sup>3</sup>
</td>
<td align="char" char="(">9.14 (&#xb1;0.04) e<sup>&#x2212;3</sup>
</td>
<td align="char" char="plusmn">1,360 &#xb1; 60<sup>&#x2a;</sup>
</td>
<td align="char" char=".">0.12</td>
</tr>
<tr>
<td align="left">PES</td>
<td align="char" char="(">3.50 (&#xb1;0.5) e<sup>4</sup>
</td>
<td align="char" char="(">8.11 (&#xb1;0.01) e<sup>&#x2212;3</sup>
</td>
<td align="char" char="plusmn">232 &#xb1; 24<sup>&#x2a;</sup>
</td>
<td align="char" char=".">0.28</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<italic>ka</italic>, association rate constant; <italic>kd</italic>, dissociation rate constant; <italic>K</italic>
<sub>
<italic>D</italic>
</sub>, equilibrium constant; X<sup>2</sup> values indicate the goodness of fit for SPR, sensograms based on the bivalent fit model. Three independent analyses were conducted during the SPR, assay alternating ligand and analyte each time. Standard errors are shown in brackets. Statistical analysis was done using a student t-test (<italic>p</italic> <bold>&#x3c;</bold> 0.05)&#x2a; represents statistically significant differences in affinities recorded in the absence of nucleotide (NN).</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3-6">
<title>3.6 The antiplasmodial activity of PES</title>
<p>We further explored the capability of PES to inhibit <italic>P. falciparum</italic> proliferation at the asexual blood stage. The antiplasmodial activity of PES was compared to that of chloroquine which is a known antimalarial (<xref ref-type="bibr" rid="B55">Zininga et al., 2017b</xref>). In the presence of PES, <italic>P. falciparum</italic> 3D7 parasite growth was inhibited in a concentration dependent manner with an IC<sub>50</sub> value of 38.7 &#xb1; 0.7&#xa0;&#xb5;M compared to chloroquine with an IC<sub>50</sub> value of 29.1 &#xb1; 1.3&#xa0;nM (<xref ref-type="fig" rid="F9">Figure 9</xref>). The IC<sub>50</sub> of chloroquine compares well with published potencies (21 &#xb1; 1.7 nM, <xref ref-type="bibr" rid="B45">Smilkstein et al., 2004</xref>). On the other hand, PES exhibited mild antiplasmodial activity.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>The normalized dose-response curve for the <italic>in vitro</italic> susceptibility of <italic>P. falciparum</italic> to PES. The <italic>in vitro</italic> antiplasmodial activity of PES was investigated using a SYBR&#x2122; Gold DNA stain to measure the proliferation of the parasites as compared to the controls. Fluorescence was measured using a TECAN Spark<sup>&#xae;</sup> multimode microplate reader and the data analysis was done using SigmaPlot, version 12 (Systat Software Inc., Chicago, IL, United States). IC<sub>50</sub> determinations were performed as technical triplicates for three biological repeats with standard error of the mean shown.</p>
</caption>
<graphic xlink:href="fmolb-09-947203-g009.tif"/>
</fig>
</sec>
</sec>
<sec id="s4">
<title>4 Discussion</title>
<p>
<italic>P. falciparum</italic> causes the most severe form of malaria in humans. The effectiveness of antimalarial drugs has been reduced due to emerging drug-resistant parasite strains. As such, there is a need to explore novel drug targets for the treatment of malaria. PfHsp70-1 and PfHsp90 are two prominent and essential molecular chaperones of the parasite. The two chaperones functionally cooperate via PfHop mediation (<xref ref-type="bibr" rid="B11">Gitau et al., 2012</xref>; <xref ref-type="bibr" rid="B53">Zininga et al., 2015</xref>). PES has been reported to possess antitumour activity (<xref ref-type="bibr" rid="B17">Leu et al., 2009</xref>; <xref ref-type="bibr" rid="B13">Kaiser et al., 2011</xref>; <xref ref-type="bibr" rid="B51">Zhou et al., 2017</xref>) and offers promise toward repurposing as a potential agent to fight the growing threat of multidrug-resistant pathogens. It has been proposed that PES binds to the SBD of Hsp70 (reviewed in <xref ref-type="bibr" rid="B32">Moradhi-Marjaneh et al., 2019</xref>). This study is the first to show that PES binds to PfHsp70-1 to inhibit its chaperone function. Furthermore, PES inhibits the interaction of PfHsp70-1 with the co-chaperone, PfHop. Whereas the interaction of PES with Hsp70 has been established, this study for the first time demonstrated that PES binds to both PfHsp70-1 and PfHop.</p>
<p>First, we conducted <italic>in silico</italic> docking studies and observed that PES is predicted to bind to both proteins. It has been reported that PES binds to the SBD of human Hsp70 (<xref ref-type="bibr" rid="B17">Leu et al., 2009</xref>). We further demonstrated that the binding of PES onto PfHsp70-1 induces a conformational switch that is distinct compared to that of the protein in the <italic>apo</italic> state (<xref ref-type="fig" rid="F5">Figure 5</xref>). Similarly, a conformational change was observed for PfHop in the presence of PES as compared to the protein in the <italic>apo</italic> state (<xref ref-type="fig" rid="F5">Figure 5</xref>). In addition, the <italic>in silico</italic> data suggested that PES binds the co-chaperone, PfHop via contact residues located within the TPR1:DP1 and, TPR2A:TPR2B interfaces of the protein. We previously resolved the structure of PfHop using SAXS analysis. Our previous study demonstrated that the TPR domains of PfHop assemble like &#x201c;beads on a string&#x2019;&#x2019; (<xref ref-type="bibr" rid="B22">Makumire et al., 2020</xref>). This arrangement allows Hsp70 and Hsp90 to slide through the concave-shaped TPR domains to facilitate interaction. Thus, PES may abrogate the association of PfHop with PfHsp70-1 by perturbing the conformation of both PfHop and PfHsp70-1. Having established that PES forces PfHsp70-1 to assume a conformational switch, we further enquired if this would impact the chaperone activity of PfHsp70-1. PES abrogated the holdase chaperone activity of PfHsp70-1 (<xref ref-type="fig" rid="F6">Figure 6</xref>). Apart from inducing a conformational switch, PES may also physically block substrate binding since our <italic>in silico</italic> data suggested that this compound interacts with residues located within the C-terminal substrate binding domain, including those constituting the hydrophobic pocket (Val451) and the arch (Ala419 and Tyr444) which are all crucial for substrate binding (<xref ref-type="fig" rid="F10">Figure 10</xref>; Shonhai et al., 2008). Furthermore, our data demonstrated that PES binds to both proteins and hence we speculate that the dual binding role of PES may account for its capability to abrogate the interaction of the two proteins (<xref ref-type="fig" rid="F10">Figure 10</xref>).</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Proposed model of PES binding PfHsp70-1. The schematic represents a model for the mechanism of action of PES. The model suggests that PES binds to both PfHsp70-1 and PfHop thereby perturbing the conformations of the two proteins. Consequently, this abrogate the chaperone function of PfHsp70-1 and their interaction. The inhibition of the interaction of PfHsp70-1 and PfHop adversely impacts on the functional partnership between PfHsp70-1 and PfHsp90.</p>
</caption>
<graphic xlink:href="fmolb-09-947203-g010.tif"/>
</fig>
<p>We further established that PES inhibited the growth of <italic>P. falciparum</italic> parasites maintained at the blood stage registering a modest IC<sub>50</sub> of 38.7&#xa0;&#xb5;M (<xref ref-type="fig" rid="F9">Figure 9</xref>). The inhibition of the PfHsp70-1-PfHop pathway may account for the observed antiplasmodial activity. It has been suggested that about 24% of malarial proteins possess prion-like asparagine repeat-rich segments, thus, the parasite proteome may have propensity to aggregate under heat stress (<xref ref-type="bibr" rid="B34">Muralidharan et al., 2012</xref>; <xref ref-type="bibr" rid="B35">Pallar&#xe8;s et al., 2018</xref>). This makes the role of the molecular chaperone machinery of the parasite crucial for survival in the host.</p>
<p>Altogether, our findings demonstrate that PES binds both PfHsp70-1 and PfHop to disrupt their association as well as abrogate the chaperone function of PfHsp70-1. In addition, that PES is predicted to bind to TPR and DP1 subdomains of PfHop while possibly making contacts with several residues located in the SBC of PfHsp70-1 makes it an important scaffold for designing versatile chemical inhibitors targeting this pathway. Since PES has been shown to inhibit Hsp70 in cancer cells, its selectivity for parasites versus the human homolog may be in question. Hence, further work needs to be conducted to establish its utility in the fight against both malaria and cancer. Future efforts must focus on the crystallization of both PfHsp70-1 and PfHop in complex with PES. A thermal shift assay of the protein-ligand complexes would also serve as an appropriate precursor step to establish the prospects of successful crystallization of the complexes.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>Conceptualization, AS; TZ; writing-original draft preparation, TM; SM; TZ; AS, data acquisition and interpretation, TM; VM; MN; THD; SM; MK, writing-review and editing, VM, AB, MdV, TZ, AS, supervision, TZ; MdV, AS, funding acquisition, AS, MdV All authors have read and agreed to the published version of the manuscript.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>The study was supported through a Digital Cooperation Fellowship awarded to AS by the Alexander von Humboldt Foundation of Germany. This work is based on the research supported in part by the Department of Science and Technology/National Research Foundation (NRF) of South Africa (Grant numbers, 75,464 &#x26; 92,598) awarded to AS; and (Grant numbers 129401 &#x26; 145,405) awarded to TZ. The authors would like to acknowledge the University of Cape Town, Faculty of Health Sciences for financial support to SM, University of Venda Research Grant (grant number SMNS/17/BCM/17) awarded to AB and Stellenbosch University Sub-Committee B for financial support to TZ and MdV.</p>
</sec>
<ack>
<p>We would also like to acknowledge the Western Cape Blood Service (WCBS) in South Africa for providing blood for malaria parasite culturing.</p>
</ack>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s10">
<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.2022.947203/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmolb.2022.947203/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.docx" id="SM1" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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