<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article article-type="editorial" dtd-version="2.3" xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Chem.</journal-id>
<journal-title>Frontiers in Chemistry</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Chem.</abbrev-journal-title>
<issn pub-type="epub">2296-2646</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">838063</article-id>
<article-id pub-id-type="doi">10.3389/fchem.2022.838063</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Chemistry</subject>
<subj-group>
<subject>Editorial</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Editorial: Novel Strategies in Drug Development Against Multifactorial Diseases</article-title>
<alt-title alt-title-type="left-running-head">Esposito et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Editorial: Drug Development Against Multifactorial Diseases</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Esposito</surname>
<given-names>Cinzia</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Johansson</surname>
<given-names>Catrine</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1268460/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Di Micco</surname>
<given-names>Simone</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1025108/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Molecular Life Sciences</institution>, <institution>University of Zurich</institution>, <addr-line>Zurich</addr-line>, <country>Switzerland</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Oxford NIHR BRU</institution>, <institution>Botnar Research Centre</institution>, <institution>Oxford Centre for Translational Myeloma Research</institution>, <institution>Oxford University</institution>, <addr-line>Oxford</addr-line>, <country>United&#x20;Kingdom</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>European Biomedical Research Institute of Salerno (EBRIS)</institution>, <addr-line>Salerno</addr-line>, <country>Italy</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited and reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/187627/overview">Michael Kassiou</ext-link>, The University of Sydney, Australia</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Simone Di Micco, <email>s.dimicco@ebris.eu</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Medicinal and Pharmaceutical Chemistry, a section of the journal Frontiers in Chemistry</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>24</day>
<month>01</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>838063</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>12</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>01</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Esposito, Johansson and Di Micco.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Esposito, Johansson and Di Micco</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these&#x20;terms.</p>
</license>
</permissions>
<related-article id="RA1" related-article-type="commentary-article" journal-id="Front. Chem." xlink:href="https://www.frontiersin.org/researchtopic/15894" ext-link-type="uri">Editorial on the Research Topic <article-title>Novel Strategies in Drug Development Against Multifactorial Diseases</article-title>
</related-article>
<kwd-group>
<kwd>multifactorial disease</kwd>
<kwd>drug discovery</kwd>
<kwd>drug resistance</kwd>
<kwd>biochemistry</kwd>
<kwd>drug repurposing</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<p>The complexity of multifactorial diseases, such as inflammation, cancer, neurodegenerative disorders, infectious pathologies represents a key obstacle in the success of therapeutic intervention. The occurrence of acquired drug resistance against molecular targeted therapies harnesses this biological complexity. In this context, multitargeting compounds can be a remarkable strategy for multifactorial disease treatment and to tackle drug resistance mechanisms. Indeed, in contrast to drugs that bind to a single target, the modulation of multiple macromolecules gives rise to additive and synergistic properties with the advantage of reduced side effects.</p>
<p>Despite the great potential of multitargeting drugs to treat multifactorial diseases, a limited number of these compounds have reached clinical trials or market. The selection of the right target combination and the design and identification of molecules endowed with a multi-bioactive profile, particularly challenging for unrelated targets, plays a key role in successful drug development. Thus, novel computational, chemical, biological, and biophysical approaches are urgently required for achieving new effective therapeutic tools towards the treatment of multifactorial diseases. This Research Topic gathers three research studies and one review.</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fchem.2020.628609/full">Di Micco et&#x20;al.</ext-link> adopted a drug repurposing strategy (<xref ref-type="bibr" rid="B4">Giordano et&#x20;al., 2018a</xref>) to rapidly attenuate the current COVID-19 pandemic, demonstrating that the zonulin octapeptide inhibitor AT1001 (Larazotide acetate), currently in phase III trials in celiac disease (<xref ref-type="bibr" rid="B6">Troisi et&#x20;al., 2021</xref>), binds the M<sup>pro</sup> catalytic domain through molecular modeling and fluorescence resonance energy transfer (FRET) assay investigation. These findings combine with the well-demonstrated effect of AT1001 in improving mucosal permeability in ALI/ARDS, proposing it as a specific anti-SARS-CoV-2 multitargeting therapy for the global epidemic. This work led to the first generation of AT1001 derivatives, showing interesting anti-SARS-CoV-2 activity (<xref ref-type="bibr" rid="B1">Di Micco et&#x20;al., 2021</xref>).</p>
<p>Recently, the development of an in&#x20;silico/synthesis pipeline has been reported to identify new inhibitors of the glutathione-dependent enzyme mPGES-1, a valuable macromolecular target in both cancer therapy and inflammation therapy, has been reported (<xref ref-type="bibr" rid="B3">Di Micco et&#x20;al., 2018</xref>). Specifically, the proposed approach was based on the virtual screening of commercially available fragments featuring aryl halide moieties, which represent the basic partners for Suzuki-Miyaura reactions (Miyaura and Suzuki, 1995), a very suitable synthetic strategy leading to platforms highly prone to further chemical modifications (<xref ref-type="bibr" rid="B5">Giordano et&#x20;al., 2018b</xref>). <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fchem.2021.676631/full">Di Micco et&#x20;al.</ext-link> implemented their in&#x20;silico strategy, introducing phenyl and phenylethyl substituents as molecular probes mimicking boronic acid to improve aryl-bromide selection. The authors also enriched the input aryl bromide libraries to increase the chemical diversity exploration of molecular scaffolds to develop potential clinical candidates. In particular, the computer-aided approach could be potentially applied to design membrane-associated proteins in eicosanoid and glutathione (MAPEG) metabolism superfamily inhibitors, to target the prostaglandin pathway at multiple macromolecular levels for a more effective and safer therapy.</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmolb.2021.681526/full">Zhang et&#x20;al.</ext-link> applied bioinfomatic approaches on selected datasets acquired from the Gene Expression Omnibus (GEO) database to identify novel functional pathways, and diagnostic/prognostic biomarkers implicated in the pathogenesis of systemic juvenile idiopathic arthritis (sJIA), with as yet unmet medical need. The authors identified six hub genes and specifically suggested ARG1 and PGLYRP1 as potential biomarkers for the early diagnosis of sJIA. Furthermore, <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmolb.2021.681526/full">Zhang et&#x20;al.</ext-link> revealed the contribution of the MAPK pathway and immune components such as platelets in the pathogenesis of sJIA paving the way for novel potential molecular targets for sJIA treatment.</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fchem.2021.671212/full">Anthwal et&#x20;al.</ext-link> surveyed the synthetic strategy to obtain 1, 3, 4&#x20;thiadiazole-based compounds endowed with different biological activities, such as anti-cancer, anti-viral, anti-diabetic properties. As the 1, 3, 4 thiadiazole could be considered a privileged structure (<xref ref-type="bibr" rid="B2">Di Micco et&#x20;al., 2016</xref>), the authors suggested that it is suitable to develop anticonvulsant compounds.</p>
<p>The collected contributions provide different perspectives to develop multitarget compounds. This approach potentially represents an opportunity to obtain safer therapeutical treatment and to overcome drug resistance.</p>
</body>
<back>
<sec id="s1">
<title>Author Contributions</title>
<p>All authors listed have made a substantial, direct, and intellectual contribution to the work and approved it for publication.</p>
</sec>
<sec id="s2">
<title>Funding</title>
<p>This research was supported in part by the projects: Fase 2, studio multicentrico aperto per determinare la sicurezza, tollerabilit&#xe0; ed efficacia della larazotide acetato per l&#x2019;uso urgente in pazienti anziani a rischio per la prevenzione di danno acuto polmonare (ali) e la sindrome da distress respiratorio acuto (ards) associate a infezione da COVID-19&#x2014;CUP G58D20000240002&#x2014;SURF 20004BP000000011; Fighting Cancer Resistance: Multidisciplinary Integrated Platform for a Technological Innovative Approach to Oncotherapies (Campania Oncotherapies).</p>
</sec>
<sec sec-type="COI-statement" id="s3">
<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="s4">
<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>
<ack>
<p>The authors thank all the contributors, reviewers, handling editors, and the editorial officials of Frontiers in Chemistry.</p>
</ack>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Di Micco</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Musella</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Sala</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Scala</surname>
<given-names>M. C.</given-names>
</name>
<name>
<surname>Andrei</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Snoeck</surname>
<given-names>R.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Peptide Derivatives of the Zonulin Inhibitor Larazotide (AT1001) as Potential Anti SARS-CoV-2: Molecular Modelling, Synthesis and Bioactivity Evaluation</article-title>. <source>Ijms</source> <volume>22</volume>, <fpage>9427</fpage>. <pub-id pub-id-type="doi">10.3390/ijms22179427</pub-id> </citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Di Micco</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Spatafora</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Cardullo</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Riccio</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Fischer</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Pergola</surname>
<given-names>C.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>2,3-Dihydrobenzofuran Privileged Structures as New Bioinspired lead Compounds for the Design of mPGES-1 Inhibitors</article-title>. <source>Bioorg. Med. Chem.</source> <volume>24</volume>, <fpage>820</fpage>&#x2013;<lpage>826</lpage>. <pub-id pub-id-type="doi">10.1016/j.bmc.2016.01.002</pub-id> </citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Di Micco</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Terracciano</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Cantone</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Fischer</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Koeberle</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Foglia</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Discovery of New Potent Molecular Entities Able to Inhibit mPGES-1</article-title>. <source>Eur. J.&#x20;Med. Chem.</source> <volume>143</volume>, <fpage>1419</fpage>&#x2013;<lpage>1427</lpage>. <pub-id pub-id-type="doi">10.1016/j.ejmech.2017.10.039</pub-id> </citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Giordano</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Forte</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Massimo</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Riccio</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Bifulco</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Di Micco</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2018a</year>). <article-title>Discovery of New erbB4 Inhibitors: Repositioning an Orphan Chemical Library by Inverse Virtual Screening</article-title>. <source>Eur. J.&#x20;Med. Chem.</source> <volume>152</volume>, <fpage>253</fpage>&#x2013;<lpage>263</lpage>. <pub-id pub-id-type="doi">10.1016/j.ejmech.2018.04.018</pub-id> </citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Giordano</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>del&#x2005;Gaudio</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Johansson</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Riccio</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Oppermann</surname>
<given-names>U.</given-names>
</name>
<name>
<surname>Di&#x2005;Micco</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2018b</year>). <article-title>Virtual Fragment Screening Identification of a Quinoline-5,8-Dicarboxylic Acid Derivative as a Selective JMJD3 Inhibitor</article-title>. <source>ChemMedChem</source> <volume>13</volume>, <fpage>1160</fpage>&#x2013;<lpage>1164</lpage>. <pub-id pub-id-type="doi">10.1002/cmdc.201800198</pub-id> </citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Troisi</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Venutolo</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Terracciano</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Delli Carri</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Di Micco</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Landolfi</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>The Therapeutic Use of the Zonulin Inhibitor AT-1001 (Larazotide) for a Variety of Acute and Chronic Inflammatory Diseases</article-title>. <source>Cmc</source> <volume>28</volume>, <fpage>5788</fpage>&#x2013;<lpage>5807</lpage>. <pub-id pub-id-type="doi">10.2174/0929867328666210104110053</pub-id> </citation>
</ref>
</ref-list>
</back>
</article>