<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article article-type="brief-report" 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. Drug. Saf. Regul.</journal-id>
<journal-title>Frontiers in Drug Safety and Regulation</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Drug. Saf. Regul.</abbrev-journal-title>
<issn pub-type="epub">2674-0869</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1001614</article-id>
<article-id pub-id-type="doi">10.3389/fdsfr.2022.1001614</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Drug Safety and Regulation</subject>
<subj-group>
<subject>Perspective</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>New regulation on medical devices made of substances: Opportunities and challenges for pharmacological and toxicological research</article-title>
<alt-title alt-title-type="left-running-head">Fimognari 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/fdsfr.2022.1001614">10.3389/fdsfr.2022.1001614</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Fimognari</surname>
<given-names>Carmela</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/795355/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Barraj&#xf3;n-Catal&#xe1;n</surname>
<given-names>Enrique</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/594785/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Luceri</surname>
<given-names>Cristina</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1573383/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Turrini</surname>
<given-names>Eleonora</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/893945/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Raschi</surname>
<given-names>Emanuel</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/73740/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Bigagli</surname>
<given-names>Elisabetta</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/175877/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department for Life Quality Studies</institution>, <institution>University of Bologna</institution>, <addr-line>Rimini</addr-line>, <country>Italy</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Instituto de Investigaci&#xf3;n</institution>, <institution>Desarrollo e Innovaci&#xf3;n en Biotecnolog&#xed;a Sanitaria de Elche (IDiBE)</institution>, <institution>Universidad Miguel Hern&#xe1;ndez (UMH)</institution>, <addr-line>Elche</addr-line>, <country>Spain</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Neuroscience, Psychology, Drug Research and Child Health&#x2014;NEUROFARBA&#x2014;Section of Pharmacology and Toxicology</institution>, <institution>University of Florence</institution>, <addr-line>Florence</addr-line>, <country>Italy</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Medical and Surgical Sciences</institution>, <institution>University of Bologna</institution>, <addr-line>Bologna</addr-line>, <country>Italy</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/43970/overview">Juan L Tamargo</ext-link>, Complutense University of Madrid, Spain</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/1146297/overview">Silvia Di Giacomo</ext-link>, Sapienza University of Rome, Italy</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Elisabetta Bigagli, <email>elisabetta.bigagli@unifi.it</email>
</corresp>
<fn fn-type="equal" id="fn1">
<label>
<sup>&#x2020;</sup>
</label>
<p>These authors have contributed equally to this work</p>
</fn>
<fn fn-type="other">
<p>This article was submitted to Substance-Based Medical Devices, a section of the journal Frontiers in Drug Safety and Regulation</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>16</day>
<month>09</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>2</volume>
<elocation-id>1001614</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>07</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>31</day>
<month>08</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Fimognari, Barraj&#xf3;n-Catal&#xe1;n, Luceri, Turrini, Raschi and Bigagli.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Fimognari, Barraj&#xf3;n-Catal&#xe1;n, Luceri, Turrini, Raschi and Bigagli</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>The Medical Device (MD) Regulation EU 2017/745 (MDR) has provided a completely new and more robust regulatory framework at guarantee of the safety and efficacy of therapeutic options accessing the market. At the same time, the MDR poses several challenges for stakeholders, among which, the most significant lying on MDs made of substances (MDMS) whose mechanism of action should be non-pharmacological, immunological, or metabolic.</p>
<p>Moving from single active substances to very complex mixtures, such as the case of natural products, the demonstration of the non-targeted, non-pharmacological mechanism, is even much more challenging since it is very hard to specifically identify and characterize all the interactions each constituent can have within the body.</p>
<p>New scientific paradigms to investigate these multiple interactions and delineate the principal mechanism of action through which the effect is achieved are necessary for the correct regulatory classification and placement in the market of MDMS.</p>
<p>This article will discuss the difficulties in delineating the boundaries between pharmacological and non-pharmacological mechanisms, practical approaches to the study of complex mixtures and the challenges on the application of current experimental paradigms to the study of the mechanism of action of MDMS.</p>
</abstract>
<kwd-group>
<kwd>medical devices made of substances</kwd>
<kwd>substance based medical device</kwd>
<kwd>regulation 2017/745/EC</kwd>
<kwd>natural products</kwd>
<kwd>pharmacological mechanism</kwd>
<kwd>network pharmacology</kwd>
<kwd>system biology</kwd>
<kwd>synergy</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>The incoming Medical Devices Regulation (MDR) No 2017/745 (Regulation (EU) 2017/745), fully in force since 26 May 2021, has introduced several innovative aspects throughout the life-cycle of a medical device (MD), especially for high-risk MDs, including: 1) mandatory clinical data (introducing, albeit not defining, the concept of sufficient clinical evidence); 2) proactive post-marketing clinical follow-up (PMCF) plan, comprising a Periodic Safety Update Report (PSUR) to be updated at least annually; 3) a new international Unique Device Identification (UDI) system and a publicly accessible European database (EUDAMED) to increase traceability and transparency of MDs (<xref ref-type="bibr" rid="B1">Antich-Isern et al., 2021</xref>). This European legal framework mirrors the regulatory scenario of medicinal products, albeit with notable differences (<xref ref-type="bibr" rid="B39">Van Norman, 2016a</xref>; <xref ref-type="bibr" rid="B40">Van Norman, 2016b</xref>; <xref ref-type="bibr" rid="B41">Van Norman, 2018</xref>; <xref ref-type="bibr" rid="B6">Cipriani et al., 2020</xref>; <xref ref-type="bibr" rid="B26">Naci et al., 2020</xref>) (<xref ref-type="table" rid="T1">Table 1</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Medical Device versus Medicinal Product: comparison of key regulatory aspects.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="left">Medicinal product</th>
<th align="left">Medical device</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Regulatory framework</td>
<td align="left">Directive 2001/83/EC</td>
<td align="left">
<xref ref-type="bibr" rid="B32">Regulation 2017</xref>/745</td>
</tr>
<tr>
<td align="left">Classification</td>
<td align="left">NME, generic, ATMP, HMP</td>
<td align="left">Depending on risk criteria<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>
</td>
</tr>
<tr>
<td align="left">Organisation responsible for granting market approval</td>
<td align="left">EMA, FDA or National authorities</td>
<td align="left">Notified bodies<xref ref-type="table-fn" rid="Tfn2">
<sup>b</sup>
</xref>
</td>
</tr>
<tr>
<td align="left">Availability of expedited development/approval programmes</td>
<td align="left">YES (e.g., breakthrough therapy/fast track designation, rolling review, conditional approval)</td>
<td align="left">NO<xref ref-type="table-fn" rid="Tfn3">
<sup>c</sup>
</xref>
</td>
</tr>
<tr>
<td align="left">Types of organisations which bring products to market</td>
<td align="left">Mostly large and established pharmaceutical companies</td>
<td align="left">Variable: many start-ups and SME, as well as large medical technology companies</td>
</tr>
<tr>
<td align="left">Supportive programme for SMEs</td>
<td align="left">YES (<italic>e.g.,</italic> PRIME &#x2013;priority medicines scheme by EMA)</td>
<td align="left">NO</td>
</tr>
<tr>
<td align="left">Clinical development phases</td>
<td align="left">Well defined (1&#x2013;4), with several innovative designs (<italic>e.g.,</italic> seamless, basket, umbrella, adaptive, platform)</td>
<td align="left">Less defined</td>
</tr>
<tr>
<td align="left">Clinical study design and quality of evidence</td>
<td align="left">Highly standardized (RCT as the gold standard, with exceptions)</td>
<td align="left">Less standardized (pivotal trials possibly done after CE marking)<xref ref-type="table-fn" rid="Tfn4">
<sup>d</sup>
</xref>
</td>
</tr>
<tr>
<td align="left">Post-marketing surveillance and commitment</td>
<td align="left">Good Pharmacovigilance Practices; PAES/PASS (EMA)</td>
<td align="left">PMCF plan and PSUR</td>
</tr>
<tr>
<td align="left">Emergency/compassionate use</td>
<td align="left">Allowed</td>
<td align="left">Allowed<xref ref-type="table-fn" rid="Tfn5">
<sup>e</sup>
</xref>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>ATMP: advanced therapy medicinal products; EMA: European medicines agency; FDA: food and drug administration; HMP: herbal medicinal products; NME: new molecular entities; PAES: post-authorization efficacy study; PASS: post-authorization safety study; PMCF: post-marketing clinical follow up; PSUR: Periodic Safety Update Report; RCT: randomized controlled trial; SME: small-medium enterprises.</p>
</fn>
<fn id="Tfn1">
<label>a</label>
<p>MDCG, 2021-24 provides guidance on classification (rules) of medical devices.</p>
</fn>
<fn id="Tfn2">
<label>b</label>
<p>For MDs made of substances that are systemically absorbed, before it can issue a CE certificate, the notified body must seek a scientific opinion from EMA or a national competent authority on the compliance of the substance with the requirements laid down in Annex I to Directive 2001/83/EC.</p>
</fn>
<fn>
<p>EMA publishes a consultation procedure public assessment report on the opinions prepared by its Committee for Medicinal Products for Human Use following a consultation procedure with EMA on the quality, safety, benefits and risks of ancillary substances incorporated in a medical device. (<ext-link ext-link-type="uri" xlink:href="https://www.ema.europa.eu/en/human-regulatory/overview/medical-devices/ancillary-medicinal-substances-medical-devices/chmp-opinions-consultation-procedures">https://www.ema.europa.eu/en/human-regulatory/overview/medical-devices/ancillary-medicinal-substances-medical-devices/chmp-opinions-consultation-procedures</ext-link>).</p>
</fn>
<fn id="Tfn3">
<label>c</label>
<p>The FDA&#x2019;s breakthrough devices programme offers intensive interaction and priority review to expedite the development and review for &#x201c;devices that provide more effective treatment or diagnosis of life-threatening or irreversibly debilitating human disease or conditions&#x201d;.</p>
</fn>
<fn id="Tfn4">
<label>d</label>
<p>Evidence standards might vary across different notified bodies. In US, moderate-risk devices and some high-risk devices can be cleared through the 510(k) pathway, which typically does not require clinical data.</p>
</fn>
<fn id="Tfn5">
<label>e</label>
<p>Emergency use allowed in Europe for non-CE, marked under COVID-19, pandemic.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>While promoting a real proactive pre- and post-marketing risk-benefit assessment, the MDR poses a number of challenges for stakeholders, including manufactures, notified bodies and researchers (pharmacologists and toxicologists), and formally recognizes the role of &#x201c;medical devices made of substances&#x201d; (MDMS), especially addressed by Rule 14 and 21. The former covers MDs incorporating, as an integral part, a substance which, if used separately, can be considered to be a medicinal product, albeit with an ancillary action (e.g., drug-eluting stents); the latter identifies substance-based MDs introduced <italic>via</italic> a body orifice such as the gastrointestinal tract or applied to the skin.</p>
<p>Two key issues should be tackled for MDMS. First, the non-targeted mechanism of action &#x201c;not pharmacological, immunological or metabolic&#x201d; of the MD is different from the &#x201c;therapeutic effect&#x201d; and should be determined (from the literature or experimentally) (<xref ref-type="bibr" rid="B29">Racchi et al., 2016</xref>; <xref ref-type="bibr" rid="B30">Racchi and Govoni, 2020</xref>), as exemplified by the case of lubiprostone and glycerine as laxatives (<xref ref-type="bibr" rid="B33">Sardi et al., 2018</xref>). Second, pharmacokinetic and toxicological data, including biocompatibility, deserve careful assessment, by demonstrating local and systemic exposure to the (ancillary) medicinal substance, its potential impact on safety, interactions with other substances, and relevant disposition of metabolites, taking into account individual variability.</p>
<p>The most challenging aspect lies on MDs made of complex natural products, encompassing food supplements, botanicals, and herbal medicinal products, which do not fit the so-called key-lock model due to their complex multitarget mechanism (<xref ref-type="bibr" rid="B3">Bilia et al., 2021</xref>), with notable impact on environmental sustainability. &#x201c;System biology&#x201d; has been regarded as a new scientific paradigm to investigate these multiple interactions between complex substances and the human body.</p>
</sec>
<sec id="s2">
<title>Marking off boundaries between pharmacological and non-pharmacological mechanism of action</title>
<p>The regulatory definitions of pharmacological, immunological, or metabolic means given in Meddev 2.1/3 rev 3 (<xref ref-type="bibr" rid="B8">European Commission, 2009</xref>) have been recently amended in the Guidance on borderline between medical devices and medicinal products (MDCG 2022&#x2013;5) with the aim at adding more precision to such definitions (<xref ref-type="sec" rid="s11">Supplementary Table S1</xref>). Notably, the term &#x201c;receptor&#x201d;, historically associated with the pharmacological mean, is no more the focus and the &#x201c;pharmacological mean&#x201d; was acknowledged to encompass several molecular interactions (e.g., covalent bonding, H-bonds, electrostatic, and van der Waals forces) with constituents of the human body. It is likely that this new definition will further fuel the discussion but, an &#x201c;interaction at the molecular level&#x201d;, is still understood as a specific interaction that should be demonstrated and identified unequivocally. As proposed by <xref ref-type="bibr" rid="B29">Racchi et al. (2016)</xref> and by <xref ref-type="bibr" rid="B3">Bilia et al. (2021)</xref>, when a specific primary target cannot define the mechanism of action, this should not be regarded as a pharmacologic mean. Moreover, the interaction itself is not sufficient to determine the therapeutic effect but should trigger a subsequent signal transduction pathway resulting in &#x201c;initiation, enhancement, reduction or blockade of physiological functions or pathological processes&#x201d; (<xref ref-type="bibr" rid="B20">Leone, 2022</xref>). Note 5 also reads that &#x201c;Although not an exhaustive criterion, the presence of a dose-response correlation is indicative of a pharmacological, metabolic or immunological mode of action&#x201d;.</p>
<p>Moving from single active substances to very complex mixtures, such as the case of natural products, the correct interpretation of &#x201c;pharmacological mechanism&#x201d; is even much more challenging since it is very hard to specifically identify, describe and measure all the interactions each constituent can have each other and within the body.</p>
<p>Typically, the claimed therapeutic effect of MDs is achieved by a physicochemical mechanism of action. However, based on Rule 21, the MDR expressly recognizes the existence of MDMS acting systemically other than locally, de facto acknowledging that the concept of non-pharmacological mechanisms of action may go beyond chemico-physical means. Even in such cases, the effect should not be achieved through specific ligand-primary target interactions eliciting definite cell signaling changes.</p>
<p>Rule 21 represents the main novelty of the MDR paving the way for a strong therapeutic innovation while establishing a robust, regulatory framework as guarantee of the efficacy and safety of these products. Notably, MDMS can no longer be classified as class I products and will face a conformity assessment by the Notified Body; in addition, for systemically absorbed products, the scientific opinion of a medicinal competent authority or of the European Medicines Agency (EMA) will be asked and a case-by-case evaluation on whether these product fall within the MDR will be provided.</p>
<p>However, the practical experimental approaches for classifying MDMS under the definition of &#x201c;non-pharmacological mean&#x201d; remains a major challenge.</p>
</sec>
<sec id="s3">
<title>Research methodologies on natural products: From a reductionist approach to the biological complexity of mixtures of substances</title>
<p>Historically, ethnopharmacological research on complex natural products has been aimed at identifying and isolating the bioactive principle to be further developed as a medicinal product once the target and pharmacological mechanism of action was identified. A typical starting point is the measurement of a given biological activity using <italic>in vitro</italic> phenotypic assays followed by target deconvolution (<xref ref-type="bibr" rid="B36">Terstappen et al., 2007</xref>). This approach is particularly valuable for natural products since bioactive molecules can be identified without preconceived molecular mechanisms (<xref ref-type="bibr" rid="B4">Chang and Kwon, 2016</xref>).</p>
<p>In the case of complex natural substances, investigations usually begin with a crude extract tested in <italic>vitro</italic> assays followed by biological activity-guided fractionation until a single active principle or structurally related compounds, are isolated (<xref ref-type="bibr" rid="B27">Najmi et al., 2022</xref>). The mode of action of the main active ingredient is then characterized by pharmacological and molecular tools (receptor binding studies, downstream pathways activation/inhibition or enzymatic activity modulation).</p>
<p>Several important guidelines for performing rigorous pharmacological research into natural products were recently published (<xref ref-type="bibr" rid="B18">Izzo et al., 2020</xref>): among those, the selection of appropriate concentrations or doses reflecting real-life exposure patterns and the evaluation of the mechanism of action at such thresholds, are particularly valuable also for MDMS research. Moreover, since natural products are often very complex mixtures of different chemical entities that can be prone to geographical, seasonal, and environmental variations, the determination of the chemical composition and its standardization, is another crucial aspect to be addressed (<xref ref-type="bibr" rid="B24">Mattoli et al., 2022</xref>). Lack of phytochemical qualitative and quantitative analysis of a particular natural product, may affect the potency, may result in unreproducible effects, whether they are achieved through a pharmacological or a non-pharmacological mechanism of action, and ultimately, may impact its placement in the market and its clinical applications.</p>
<p>When the biological activity of a multicomponent mixture is investigated, the phenotypic change assayed should be observed in the presence of the combinatorial components acting in concert in multiple, but not individually identifiable targets, otherwise, the active principle(s) should be identified, and the mechanism of action further characterized. Synergistic effects can be demonstrated against the phenotypic changes observed with single ingredients: <xref ref-type="bibr" rid="B22">Long et al. (2015)</xref> elucidated the predominant combinatory compounds of an herbal extract contributing to an anti-inflammatory effect and demonstrated additive effects by comparing dose-effect curves for single compounds alone and for multiple combinations. However, this strategy assumes that the underling mechanism of action is pharmacological and its relevance and applicability for MDMS is uncertain.</p>
<sec id="s3-1">
<title>The concept of additive effects and synergisms</title>
<p>Regardless of the mechanism through which the effect is reached, the biological activity as well as the toxicological profile of either drugs combinations and complex mixtures to be developed as MDMS, can be influenced, either positively or negatively, by combinatory effects.</p>
<p>As it is shown in <xref ref-type="sec" rid="s11">Supplementary Figure S1</xref>, the first step is to demonstrate the real subsistence of an interaction resulting in the change of the biological activity, if not, different components, should be analyzed individually. If an interaction is present and it is positive, it leads to an increased biological activity. This increase can be additive or synergic depending on whether the result is the sum or more than the sum of the individual contributions of each component. On the contrary, if negative, the reduction in biological activity can be identified as antagonism, further classifiable as competitive and non-competitive.</p>
<p>The identification and characterization of interactions are always important since in case of positive interactions, a similar final effect can be obtained using lower doses of the different components, saving costs, reducing any putative secondary effect, and minimizing the risk of drug resistance development or MDMS activity reduction. On the other hand, any negative effect can increase toxicity and/or provoke a loss of biological activity.</p>
<p>Although these concepts are classically applicable to drug research, they can also be used for MDMS as they can be constituted by different interactive molecules whose resulting mode of action is chemical-physical rather than pharmacological.</p>
</sec>
<sec id="s3-2">
<title>How to design an interaction study?</title>
<p>Designing is probably the most important bottleneck for interaction studies and the most frequent source of mistakes (<xref ref-type="bibr" rid="B14">Herranz-L&#xf3;pez et al., 2018</xref>). Once an interaction has been detected, different doses (for drugs) or different substance combinations and relative abundance (for MDMS) should be combined to fully characterized the nature of the interaction. The most common and useful is the checkerboard or dose-response matrix design, where different mixtures of the different compounds are mixed in different ratios (<xref ref-type="fig" rid="F1">Figure 1</xref>). For reference, it is important to previously know the performance of the individual compounds to avoid both no and over responses (<xref ref-type="bibr" rid="B42">Vlot et al., 2019</xref>). This design can be used even for 3 compounds including the third in different plates as described by <xref ref-type="bibr" rid="B14">Herranz-L&#xf3;pez et al. (2018)</xref>. The design for interaction tests using MDMS depends on the nature of these devices and normally cannot be developed using plates or similar stuff, but similar procedures, mixing different conditions in a similar way to checkerboard design is the most recommendable approach.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Plate design for interaction testing of two drugs or compounds. Increasing concentrations are mixed in the different wells (purple area) at different ratios and concentrations depending on the well. Data for individual compounds are also obtained from red and blue dotted areas. Positive and negative controls (PC and NC respectively) should be also included. Image adapted from <xref ref-type="bibr" rid="B14">Herranz-L&#xf3;pez et al. (2018)</xref>.</p>
</caption>
<graphic xlink:href="fdsfr-02-1001614-g001.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>Methods for assessing synergy</title>
<p>There are different mathematical approaches to assess synergy, some of them really complex to non-expert users. All these methods have their own limitations and assumptions (<xref ref-type="bibr" rid="B28">Pemovska et al., 2018</xref>) and sometimes provide contradictory results, making the initial selection of the method to be arbitrary in most cases (<xref ref-type="bibr" rid="B28">Pemovska et al., 2018</xref>; <xref ref-type="bibr" rid="B42">Vlot et al., 2019</xref>). Although in a not exhaustive manner, here, some easy-to-use approaches are summarized.</p>
<p>Fractional inhibition combinatory index (FICI) is probably the most used calculus for synergy determination, formerly developed for antimicrobial research, but applicable to any biological activity, even for MDMS. It is based on the minimum inhibitory concentration (MIC) of the individual components and their respective concentrations in the tested mixture (<xref ref-type="bibr" rid="B38">Tomas-Menor et al., 2015</xref>) but can be easily adapted by substituting the MIC values with the effective concentration (EC) that is the one leading to a 50% of the effect or whatever other level, if described by the authors. According to this last statement, FICI can be converted to FECI (Fractional Effective Combinatory Index) as it is shown in <xref ref-type="disp-formula" rid="e1">Eq. 1</xref>, where two compounds A and B are tested. In this equation, ECx represents the effective concentration leading to a X% of the biological effect, obtained for both individual compounds and for their mixture.<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:mi>F</mml:mi>
<mml:mi>E</mml:mi>
<mml:mi>C</mml:mi>
<mml:mi>I</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mi>C</mml:mi>
</mml:mrow>
<mml:mi>x</mml:mi>
</mml:msub>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>A</mml:mi>
<mml:mo>,</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>m</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>x</mml:mi>
<mml:mi>t</mml:mi>
<mml:mi>u</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mi>C</mml:mi>
</mml:mrow>
<mml:mi>x</mml:mi>
</mml:msub>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>A</mml:mi>
<mml:mo>,</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>a</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mi>C</mml:mi>
</mml:mrow>
<mml:mi>x</mml:mi>
</mml:msub>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>B</mml:mi>
<mml:mo>,</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>m</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>x</mml:mi>
<mml:mi>t</mml:mi>
<mml:mi>u</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mi>C</mml:mi>
</mml:mrow>
<mml:mi>x</mml:mi>
</mml:msub>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>B</mml:mi>
<mml:mo>,</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>a</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>
</p>
<p>FECI results can be interpreted in the same way than FICI ones: a synergistic effect will be present when FECI&#x2264; 0.5; an additive effect when 0.5 &#x3c; FECI&#x2264; 1; an indifferent effect when 1 &#x3c; FECI&#x3c;2; and an antagonism when FECI&#x2265; 2 (<xref ref-type="bibr" rid="B38">Tomas-Menor et al., 2015</xref>).</p>
<p>Another interesting approach is the isobole method, exceptionally described by <xref ref-type="bibr" rid="B43">Wagner (2011)</xref> and updated for more complex analyses by <xref ref-type="bibr" rid="B9">Ezechi&#xe1;&#x161; and Cajthaml (2018)</xref>. This is a qualitative graphical method providing interesting insights on synergy studies in a more visual way. As FECI, isobole can be obtained for any given specific effect level, i.e., 50% of the maximum effect (<xref ref-type="bibr" rid="B9">Ezechi&#xe1;&#x161; and Cajthaml, 2018</xref>). Another tool particularly worthy to mention is the polygonogram (<xref ref-type="bibr" rid="B5">Chou, 2006</xref>) that allows to graphically represent the results for interaction studies in a simple but effective way.</p>
<p>Other free, but reliable online tools, fully adaptable to this topic, include Compusyn, developed by <xref ref-type="bibr" rid="B5">Chou (2006)</xref>, probably the most well-known, Synergy Finder (<xref ref-type="bibr" rid="B16">Ianevsky et al., 2020a</xref>), Synergy Finder Plus (<xref ref-type="bibr" rid="B46">Zheng et al., 2022</xref>) or Syntoxprofiler, among others (<xref ref-type="bibr" rid="B17">Ianevsky et al., 2020b</xref>).</p>
<p>Finally, as in many other disciplines, artificial intelligence is undoubtedly the future for predicting synergistic interactions (<xref ref-type="bibr" rid="B31">Rani et al., 2022</xref>) but since appropriate training of the scientific community is required before it could be broadly applied, the evaluation of the exponential number of potential interactions among complex mixtures it is still challenging.</p>
</sec>
<sec id="s3-4">
<title>Experimental approaches to clarify the mechanism of action</title>
<p>Once established that the observed phenotypic change is due to the &#x201c;system of molecules&#x201d; acting in concert, a further step is to demonstrate that the effect is not achieved by a pharmacological, immunological, or metabolic mechanism of action. <xref ref-type="bibr" rid="B33">Sardi et al. (2018)</xref> reported a methodological example of how it could be experimentally proved; the non-pharmacological mechanism of action of glycerine was demonstrated against that of lubiprostone by using two different cellular models, one expressing the specific target of lubiprostone (the ClC-2 receptor-channel) and the other almost lacking the same receptor. Other valuable approaches could be the ones used for target validation in drug discovery such as genetic manipulation of targets by knocking out/in strategies. However, there may be cases such as the use of citicoline in glaucoma, in which the discrimination between pharmacological and non-pharmacological mode of action is hard to demonstrate and may change according to the dose, the route of administration and target selection (<xref ref-type="bibr" rid="B23">Marchesi et al., 2022</xref>).</p>
<p>These difficulties exponentially increase in the case of complex mixtures of substances acting via a multi-target, and/or synergistic mode of action. <xref ref-type="bibr" rid="B11">Greco et al. (2020)</xref> demonstrated the enhanced water binding and swelling capacity of a natural molecular complex compared to those reachable by the sum of the individual components. The mechanism of action was deemed non-pharmacological since in virtue of its gel forming abilities, the tested MD was capable to physically sequester lipids and carbohydrates from the diet. <italic>In vivo</italic>, the same MD, improved metabolic parameters by modulating the gut microbiome and, as authors stated, by <italic>indirectly</italic> modulating, the expression of genes involved in hepatic metabolism.</p>
<p>In virtue of Rule 21, multi-component mixtures acting systemically, pose further challenges. In this regard, like for drugs, omics techniques may be valuable in providing a first overview of the multiple interactions that complex mixtures can have with a biological system in terms of genes, proteins and pathways modulated. However, these indications should be further validated by performing target engagement of the critical pathogenic targets underlying the disease and by verifying the absence of any specific interaction of each constituent at the doses/routes of administration used for the intended purpose. A comparative analysis of omics data with those of a reference drug tested in the same biological system, could be valuable. <xref ref-type="bibr" rid="B13">Guo et al. (2021)</xref> proposed that natural products sharing similar pathway fingerprints with approved drugs may have analogous mechanisms of action; by inference, if not, a non-pharmacological mechanism of action could be hypothesized.</p>
</sec>
</sec>
<sec id="s4">
<title>The network pharmacology approach</title>
<p>Within system biology, network pharmacology (NP) has emerged as a paradigm shift for tackling drug attrition during drug discovery and pre-clinical development (<xref ref-type="bibr" rid="B15">Hopkins, 2008</xref>; <xref ref-type="bibr" rid="B2">Berg, 2014</xref>; <xref ref-type="bibr" rid="B10">Gomez-Verjuan et al., 2019</xref>). By accounting for and understanding multiple drug-target-disease interactions, multi-component and multi-target agents represent a more effective and less toxic therapeutic approach in complex diseases, as compared to single-target therapy (<xref ref-type="bibr" rid="B15">Hopkins, 2008</xref>; <xref ref-type="bibr" rid="B25">Medina-Franco et al., 2013</xref>).</p>
<p>In the last decade, NP was especially exploited to elucidate potential targets and toxicity of natural products, including traditional herbal medicines, and detect possible synergism of their constituents (<xref ref-type="bibr" rid="B21">Li et al., 2011</xref>; <xref ref-type="bibr" rid="B44">Yuan et al., 2017</xref>; <xref ref-type="bibr" rid="B19">Lee et al., 2019</xref>). Thus, can NP help deal with the challenge of benefit-risk assessment for SBMD of natural products imposed by rule 21?</p>
<p>With regards to clinical benefit, the non-targeted mechanism of action of MD imposes a careful reflection on the use of NP, which, by definition, usually exploits druggable targets. A network should be designed based on physicochemical and/or physical mechanisms of action that cannot be pinpointed at the single target/receptor level, as exemplified by MDMS used for gastrointestinal disorders (<xref ref-type="bibr" rid="B3">Bilia et al., 2021</xref>).</p>
<p>With regards to safety, both medicinal products and MDMS need a full characterization of their potential toxicity. MDMS made by complex mixtures of substances make harder the definition of the toxicological profile, which cannot be considered the sum of the toxicity of single components (<xref ref-type="bibr" rid="B30">Racchi and Govoni, 2020</xref>). In this intricate scenario, where the target is considered the function instead of the receptor, the global safety evaluation could be predicted through a network toxicological approach, as applied for traditional Chinese medicine (<xref ref-type="bibr" rid="B45">Zhang et al., 2019</xref>). The network approach, also applied to system biology, could take advantage from the so-called &#x201c;omics-based&#x201d; technologies (<xref ref-type="bibr" rid="B37">Thomford et al., 2018</xref>) to booster innovation and development in the field of MDMS made of natural products.</p>
</sec>
<sec id="s5">
<title>Conclusions and open questions</title>
<p>Several chronic, multifactorial disorders with unsatisfying medical treatment can benefit from MDMS regulation; this is the case of treatment of some gastrointestinal illness (<xref ref-type="bibr" rid="B7">Corazziari, 2020</xref>; <xref ref-type="bibr" rid="B3">Bilia et al., 2021</xref>) or metabolic disorders (<xref ref-type="bibr" rid="B12">Guarino et al., 2021</xref>), even in the pediatric population (<xref ref-type="bibr" rid="B35">Strisciuglio et al., 2021</xref>; <xref ref-type="bibr" rid="B34">Stagi, 2022</xref>). In this scenario, MDR provides opportunities for therapeutic innovation with complex substances while guaranteeing patients with standards of efficacy and safety. Another therapeutic opportunity for complex substances, either natural or synthetic, is Rule 21, and its first and second indent referring to MD which need to be absorbed to achieve their intended purpose.</p>
<p>However, the practical approaches and scientific evidence that is required to demonstrate a non-pharmacological mechanism of action are still blurred: current paradigms, including system biology and network pharmacology are applied to the study of the complexity of the biological activities elicited by both drugs and mixtures of natural substances and how they can be applied to the study of the mechanism of action of MD is still uncertain. The difficulties in delineating the boundaries between pharmacological and non-pharmacological mechanism of action and the regulatory classification of even a single substance, such as citicoline in glaucoma (<xref ref-type="bibr" rid="B23">Marchesi et al., 2022</xref>), exponentially increase in the case of complex mixtures of substances.</p>
<p>We encourage pharmacologists and toxicologists to take advantage of this journal section as a forum for open discussion of novel proposals on experimental set ups, for reviewing current research and sharing opinions and experiences on both preclinical and clinical research in this area.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s11">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7">
<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="s8">
<title>Funding</title>
<p>This research was funded by the Spanish Ministry of Economy and Competitiveness (MINECO, RTI 2018-096724-B-C21), the Generalitat Valenciana (PROMETEO/2021/059) and by University of Florence and University of Bologna as part of the institutional working duties.</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<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="s10">
<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="s11">
<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/fdsfr.2022.1001614/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fdsfr.2022.1001614/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.DOCX" id="SM1" mimetype="application/DOCX" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Antich-Isern</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Caro-Barri</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Aparicio-Blanco</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>The combination of medical devices and medicinal products revisited from the new European legal framework</article-title>. <source>Int. J. Pharm.</source> <volume>607</volume>, <fpage>120992</fpage>. <pub-id pub-id-type="doi">10.1016/j.ijpharm.2021.120992</pub-id> </citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Berg</surname>
<given-names>E. L.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Systems biology in drug discovery and development</article-title>. <source>Drug Discov. Today</source> <volume>19</volume> (<issue>2</issue>), <fpage>113</fpage>&#x2013;<lpage>125</lpage>. <pub-id pub-id-type="doi">10.1016/j.drudis.2013.10.003</pub-id> </citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bilia</surname>
<given-names>A. R.</given-names>
</name>
<name>
<surname>Corazziari</surname>
<given-names>E. S.</given-names>
</name>
<name>
<surname>Govoni</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Mugelli</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Racchi</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Medical devices made of substances: Possible innovation and opportunities for complex natural products</article-title>. <source>Planta Med.</source> <volume>87</volume> (<issue>12-13</issue>), <fpage>1110</fpage>&#x2013;<lpage>1116</lpage>. <pub-id pub-id-type="doi">10.1055/a-1511-8558</pub-id> </citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Kwon</surname>
<given-names>H. J.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Discovery of novel drug targets and their functions using phenotypic screening of natural products</article-title>. <source>J. Ind. Microbiol. Biotechnol.</source> <volume>43</volume> (<issue>2-3</issue>), <fpage>221</fpage>&#x2013;<lpage>231</lpage>. <pub-id pub-id-type="doi">10.1007/s10295-015-1681-y</pub-id> </citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chou</surname>
<given-names>T. C.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Theoretical basis, experimental design, and computerized simulation of synergism and antagonism in drug combination studies</article-title>. <source>Pharmacol. Rev.</source> <volume>58</volume> (<issue>3</issue>), <fpage>621</fpage>&#x2013;<lpage>681</lpage>. <pub-id pub-id-type="doi">10.1124/pr.58.3.10</pub-id> </citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cipriani</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Ioannidis</surname>
<given-names>J. P. A.</given-names>
</name>
<name>
<surname>Rothwell</surname>
<given-names>P. M.</given-names>
</name>
<name>
<surname>Glasziou</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Hernandez</surname>
<given-names>A. F.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Generating comparative evidence on new drugs and devices after approval</article-title>. <source>Lancet</source> <volume>395</volume> (<issue>10228</issue>), <fpage>998</fpage>&#x2013;<lpage>1010</lpage>. <pub-id pub-id-type="doi">10.1016/S0140-6736(19)33177-0</pub-id> </citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Corazziari</surname>
<given-names>E. S.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Medical devices made of substances in the management of patients with gastrointestinal diseases</article-title>. <source>Pharm. Adv.</source> <volume>01</volume>, <fpage>27</fpage>&#x2013;<lpage>29</lpage>. <pub-id pub-id-type="doi">10.36118/pharmadvances.01.2020.08s</pub-id> </citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<collab>European Commission</collab> (<year>2009</year>). <article-title>Medical devices: Guidance document-borderline products, drug-delivery products and medical devices incorporating, ad an integral part, an ancillary medicinal substance or an ancillary human blood derivative</article-title>. <source>MEDDEV</source>. <comment>2.1/3 rev. 3</comment>. </citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ezechi&#xe1;&#x161;</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Cajthaml</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>New insight into isobolographic analysis for combinations of a full and partial agonist: Curved isoboles</article-title>. <source>Toxicology</source> <volume>402-403</volume>, <fpage>9</fpage>&#x2013;<lpage>16</lpage>. <pub-id pub-id-type="doi">10.1016/j.tox.2018.04.004</pub-id> </citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gomez-Verjan</surname>
<given-names>J. C.</given-names>
</name>
<name>
<surname>Ram&#xed;rez-Aldana</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>P&#xe9;rez-Zepeda</surname>
<given-names>M. U.</given-names>
</name>
<name>
<surname>Quiroz-Baez</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Luna-L&#xf3;pez</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Gutierrez Robledo</surname>
<given-names>L. M.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Systems biology and network pharmacology of frailty reveal novel epigenetic targets and mechanisms</article-title>. <source>Sci. Rep.</source> <volume>9</volume> (<issue>1</issue>), <fpage>10593</fpage>. <pub-id pub-id-type="doi">10.1038/s41598-019-47087-7</pub-id> </citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Greco</surname>
<given-names>C. M.</given-names>
</name>
<name>
<surname>Garetto</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Montellier</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Baldi</surname>
<given-names>P.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>A non-pharmacological therapeutic approach in the gut triggers distal metabolic rewiring capable of ameliorating diet-induced dysfunctions encompassed by metabolic syndrome</article-title>. <source>Sci. Rep.</source> <volume>10</volume> (<issue>1</issue>), <fpage>12915</fpage>. <pub-id pub-id-type="doi">10.1038/s41598-020-69469-y</pub-id> </citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Guarino</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Della Corte</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Strollo</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Gentile</surname>
<given-names>S.</given-names>
</name>
</person-group>
<collab>Nefrocenter Research Study Group</collab> (<year>2021</year>). <article-title>Policaptil Gel Retard in adult subjects with the metabolic syndrome: Efficacy, safety, and tolerability compared to metformin</article-title>. <source>Diabetes Metab. Syndr.</source> <volume>15</volume> (<issue>3</issue>), <fpage>901</fpage>&#x2013;<lpage>907</lpage>. <pub-id pub-id-type="doi">10.1016/j.dsx.2021.03.032</pub-id> </citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Guo</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Jiang</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Xi</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Xie</surname>
<given-names>N.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Investigation of pharmacological mechanism of natural product using pathway fingerprints similarity based on "drug-target-pathway" heterogenous network</article-title>. <source>J. Cheminform.</source> <volume>13</volume> (<issue>1</issue>), <fpage>68</fpage>. <pub-id pub-id-type="doi">10.1186/s13321-021-00549-5</pub-id> </citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Herranz-L&#xf3;pez</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Losada-Echeberr&#xed;a</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Barraj&#xf3;n-Catal&#xe1;n</surname>
<given-names>E.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>The multitarget activity of natural extracts on cancer: Synergy and xenohormesis</article-title>. <source>Med. (Basel)</source> <volume>6</volume> (<issue>1</issue>), <fpage>6</fpage>. <pub-id pub-id-type="doi">10.3390/medicines6010006</pub-id> </citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hopkins</surname>
<given-names>A. L.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Network pharmacology: The next paradigm in drug discovery</article-title>. <source>Nat. Chem. Biol.</source> <volume>4</volume> (<issue>11</issue>), <fpage>682</fpage>&#x2013;<lpage>690</lpage>. <pub-id pub-id-type="doi">10.1038/nchembio.118</pub-id> </citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ianevski</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Giri</surname>
<given-names>A. K.</given-names>
</name>
<name>
<surname>Aittokallio</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2020a</year>). <article-title>SynergyFinder 2.0: Visual analytics of multi-drug combination synergies</article-title>. <source>Nucleic Acids Res.</source> <volume>48</volume> (<issue>W1</issue>), <fpage>W488</fpage>&#x2013;<lpage>W493</lpage>. <pub-id pub-id-type="doi">10.1093/nar/gkaa216</pub-id> </citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ianevski</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Timonen</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Kononov</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Aittokallio</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Giri</surname>
<given-names>A. K.</given-names>
</name>
</person-group> (<year>2020b</year>). <article-title>SynToxProfiler: An interactive analysis of drug combination synergy, toxicity and efficacy</article-title>. <source>PLoS Comput. Biol.</source> <volume>16</volume> (<issue>2</issue>), <fpage>e1007604</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pcbi.1007604</pub-id> </citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Izzo</surname>
<given-names>A. A.</given-names>
</name>
<name>
<surname>Teixeira</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Alexander</surname>
<given-names>S. P. H.</given-names>
</name>
<name>
<surname>Cirino</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Docherty</surname>
<given-names>J. R.</given-names>
</name>
<name>
<surname>George</surname>
<given-names>C. H.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>A practical guide for transparent reporting of research on natural products in the British Journal of Pharmacology: Reproducibility of natural product research</article-title>. <source>Br. J. Pharmacol.</source> <volume>177</volume> (<issue>10</issue>), <fpage>2169</fpage>&#x2013;<lpage>2178</lpage>. <pub-id pub-id-type="doi">10.1111/bph.15054</pub-id> </citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname>
<given-names>W. Y.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>C. Y.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>Y. S.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>C. E.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>The methodological trends of traditional herbal medicine employing network pharmacology</article-title>. <source>Biomolecules</source> <volume>9</volume> (<issue>8</issue>), <fpage>362</fpage>. <pub-id pub-id-type="doi">10.3390/biom9080362</pub-id> </citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Leone</surname>
<given-names>M. G.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Medical devices made of substances: A new challenge</article-title>. <source>Front. Drug Saf. Regul.</source> <volume>2</volume>, <fpage>952013</fpage>. <pub-id pub-id-type="doi">10.3389/fdsfr.2022.952013</pub-id> </citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>N.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Network target for screening synergistic drug combinations with application to traditional Chinese medicine</article-title>. <source>BMC Syst. Biol.</source> <volume>5</volume> (<issue>1</issue>), <fpage>S10</fpage>. <pub-id pub-id-type="doi">10.1186/1752-0509-5-S1-S10</pub-id> </citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Long</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Hao</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>P.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>A strategy for the identification of combinatorial bioactive compounds contributing to the holistic effect of herbal medicines</article-title>. <source>Sci. Rep.</source> <volume>5</volume>, <fpage>12361</fpage>. <pub-id pub-id-type="doi">10.1038/srep12361</pub-id> </citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Marchesi</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Fahmideh</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Barbieri</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Racchi</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Pascale</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Govoni</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Pharmacological versus non-pharmacological and ancillary mechanisms in eye drops used in the treatment of glaucoma</article-title>. <source>Front. Drug Saf. Regul.</source> <volume>2</volume>, <fpage>933471</fpage>. <pub-id pub-id-type="doi">10.3389/fdsfr.2022.933471</pub-id> </citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mattoli</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Gianni</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Burico</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Mass spectrometry based metabolomic analysis as a tool for quality control of natural complex products</article-title>. <source>Mass Spectrom. Rev.</source>, <fpage>e21773</fpage>. <pub-id pub-id-type="doi">10.1002/mas.21773</pub-id> </citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Medina-Franco</surname>
<given-names>J. L.</given-names>
</name>
<name>
<surname>Giulianotti</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Welmaker</surname>
<given-names>G. S.</given-names>
</name>
<name>
<surname>Houghten</surname>
<given-names>R. A.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Shifting from the single to the multitarget paradigm in drug discovery</article-title>. <source>Drug Discov. Today</source> <volume>18</volume> (<issue>9-10</issue>), <fpage>495</fpage>&#x2013;<lpage>501</lpage>. <pub-id pub-id-type="doi">10.1016/j.drudis.2013.01.008</pub-id> </citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Naci</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Salcher-Konrad</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Kesselheim</surname>
<given-names>A. S.</given-names>
</name>
<name>
<surname>Wieseler</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Rochaix</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Redberg</surname>
<given-names>R. F.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Generating comparative evidence on new drugs and devices before approval</article-title>. <source>Lancet</source> <volume>395</volume> (<issue>10228</issue>), <fpage>986</fpage>&#x2013;<lpage>997</lpage>. <pub-id pub-id-type="doi">10.1016/S0140-6736(19)33178-2</pub-id> </citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Najmi</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Javed</surname>
<given-names>S. A.</given-names>
</name>
<name>
<surname>Al Bratty</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Alhazmi</surname>
<given-names>H. A.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Modern approaches in the discovery and development of plant-based natural products and their analogues as potential therapeutic agents</article-title>. <source>Molecules</source> <volume>27</volume> (<issue>2</issue>), <fpage>349</fpage>. <pub-id pub-id-type="doi">10.3390/molecules27020349</pub-id> </citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pemovska</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Bigenzahn</surname>
<given-names>J. W.</given-names>
</name>
<name>
<surname>Superti-Furga</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Recent advances in combinatorial drug screening and synergy scoring</article-title>. <source>Curr. Opin. Pharmacol.</source> <volume>42</volume>, <fpage>102</fpage>&#x2013;<lpage>110</lpage>. <pub-id pub-id-type="doi">10.1016/j.coph.2018.07.008</pub-id> </citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Racchi</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Govoni</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Lucchelli</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Capone</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Giovagnoni</surname>
<given-names>E.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Insights into the definition of terms in European medical device regulation</article-title>. <source>Expert Rev. Med. Devices</source> <volume>13</volume> (<issue>10</issue>), <fpage>907</fpage>&#x2013;<lpage>917</lpage>. <pub-id pub-id-type="doi">10.1080/17434440.2016.1224644</pub-id> </citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Racchi</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Govoni</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>The concept of non-pharmacological mechanism of action in medical devices made of substances in practice: What pharmacology can do to promote the scientific implementation of the European medical device regulation</article-title>. <source>Pharm. Adv.</source> <volume>01</volume>, <fpage>4</fpage>&#x2013;<lpage>12</lpage>. <pub-id pub-id-type="doi">10.36118/pharmadvances.01.2020.02s</pub-id> </citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rani</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Dutta</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Kumar</surname>
<given-names>V.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Artificial intelligence techniques for prediction of drug synergy in malignant diseases: Past, present, and future</article-title>. <source>Comput. Biol. Med.</source> <volume>144</volume>, <fpage>105334</fpage>. <pub-id pub-id-type="doi">10.1016/j.compbiomed.2022.105334</pub-id> </citation>
</ref>
<ref id="B32">
<citation citation-type="book">
<collab>REGULATION (EU)</collab> (<year>2017</year>). <source>2017/745 of the EUROPEAN parliament and of the council of 5 april 2017 on medical devices, amending directive 2001/83/EC, regulation (EC) No 178/2002 and regulation (EC) No 1223/2009 and repealing council directives 90/385/EEC and 93/42/EEC</source>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://eur-lex.europa.eu/legal-content/EN/TXT/PDF/?uri=CELEX:32017R0745">https://eur-lex.europa.eu/legal-content/EN/TXT/PDF/?uri&#x3d;CELEX:32017R0745</ext-link>
</comment>. </citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sardi</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Garetto</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Capone</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Galbiati</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Racchi</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Govoni</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Experimental paradigm for the assessment of the non-pharmacological mechanism of action in medical device classification: The example of glycerine as laxative</article-title>. <source>Front. Pharmacol.</source> <volume>7</volume> (<issue>9</issue>), <fpage>1410</fpage>. <pub-id pub-id-type="doi">10.3389/fphar.2018.01410</pub-id> </citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Stagi</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Medical devices made of substances: The need for a change in approach in paediatrics</article-title>. <source>Front. Drug Saf. Regul.</source> <volume>2</volume>, <fpage>867143</fpage>. <pub-id pub-id-type="doi">10.3389/fdsfr.2022.867143</pub-id> </citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Strisciuglio</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Coppola</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Russo</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Tolone</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Marseglia</surname>
<given-names>G. L.</given-names>
</name>
<name>
<surname>Verrotti</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Promelaxin microenemas are non-inferior to oral polyethylene glycol for the treatment of functional constipation in young children: A randomized clinical trial</article-title>. <source>Front. Pediatr.</source> <volume>29</volume> (<issue>9</issue>), <fpage>753938</fpage>. <pub-id pub-id-type="doi">10.3389/fped.2021.753938</pub-id> </citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Terstappen</surname>
<given-names>G. C.</given-names>
</name>
<name>
<surname>Schl&#xfc;pen</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Raggiaschi</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Gaviraghi</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Target deconvolution strategies in drug discovery</article-title>. <source>Nat. Rev. Drug Discov.</source> <volume>6</volume> (<issue>11</issue>), <fpage>891</fpage>&#x2013;<lpage>903</lpage>. <pub-id pub-id-type="doi">10.1038/nrd2410</pub-id> </citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Thomford</surname>
<given-names>N. E.</given-names>
</name>
<name>
<surname>Senthebane</surname>
<given-names>D. A.</given-names>
</name>
<name>
<surname>Rowe</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Munro</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Seele</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Maroyi</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Natural products for drug discovery in the 21st century: Innovations for novel drug discovery</article-title>. <source>Int. J. Mol. Sci.</source> <volume>19</volume> (<issue>6</issue>), <fpage>1578</fpage>. <pub-id pub-id-type="doi">10.3390/ijms19061578</pub-id> </citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tom&#xe1;s-Menor</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Barraj&#xf3;n-Catal&#xe1;n</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Segura-Carretero</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Mart&#xed;</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Saura</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Men&#xe9;ndez</surname>
<given-names>J. A.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>The promiscuous and synergic molecular interaction of polyphenols in bactericidal activity: An opportunity to improve the performance of antibiotics?</article-title> <source>Phytother. Res.</source> <volume>29</volume> (<issue>3</issue>), <fpage>466</fpage>&#x2013;<lpage>473</lpage>. <pub-id pub-id-type="doi">10.1002/ptr.5296</pub-id> </citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Van Norman</surname>
<given-names>G. A.</given-names>
</name>
</person-group> (<year>2016a</year>). <article-title>Drugs and devices: Comparison of European and U.S. Approval processes</article-title>. <source>JACC. Basic Transl. Sci.</source> <volume>1</volume> (<issue>5</issue>), <fpage>399</fpage>&#x2013;<lpage>412</lpage>. <pub-id pub-id-type="doi">10.1016/j.jacbts.2016.06.003</pub-id> </citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Van Norman</surname>
<given-names>G. A.</given-names>
</name>
</person-group> (<year>2016b</year>). <article-title>Drugs, devices, and the FDA: Part 2: An overview of approval processes: FDA approval of medical devices</article-title>. <source>JACC. Basic Transl. Sci.</source> <volume>1</volume> (<issue>4</issue>), <fpage>277</fpage>&#x2013;<lpage>287</lpage>. <pub-id pub-id-type="doi">10.1016/j.jacbts.2016.03.009</pub-id> </citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Van Norman</surname>
<given-names>G. A.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Expanded patient Access to investigational new devices: Review of emergency and nonemergency expanded use, custom, and 3D-printed devices</article-title>. <source>JACC. Basic Transl. Sci.</source> <volume>3</volume> (<issue>4</issue>), <fpage>533</fpage>&#x2013;<lpage>544</lpage>. <pub-id pub-id-type="doi">10.1016/j.jacbts.2018.06.006</pub-id> </citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vlot</surname>
<given-names>A. H. C.</given-names>
</name>
<name>
<surname>Aniceto</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Menden</surname>
<given-names>M. P.</given-names>
</name>
<name>
<surname>Ulrich-Merzenich</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Bender</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Applying synergy metrics to combination screening data: Agreements, disagreements and pitfalls</article-title>. <source>Drug Discov. Today</source> <volume>24</volume> (<issue>12</issue>), <fpage>2286</fpage>&#x2013;<lpage>2298</lpage>. <pub-id pub-id-type="doi">10.1016/j.drudis.2019.09.002</pub-id> </citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wagner</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Synergy research: Approaching a new generation of phytopharmaceuticals</article-title>. <source>Fitoterapia</source> <volume>82</volume> (<issue>1</issue>), <fpage>34</fpage>&#x2013;<lpage>37</lpage>. <pub-id pub-id-type="doi">10.1016/j.fitote.2010.11.016</pub-id> </citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yuan</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Cui</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>W.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>How can synergism of traditional medicines benefit from network pharmacology?</article-title> <source>Molecules</source> <volume>22</volume> (<issue>7</issue>), <fpage>1135</fpage>. <pub-id pub-id-type="doi">10.3390/molecules22071135</pub-id> </citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Bai</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Ning</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Network pharmacology databases for traditional Chinese medicine: Review and assessment</article-title>. <source>Front. Pharmacol.</source> <volume>10</volume>, <fpage>123</fpage>. <pub-id pub-id-type="doi">10.3389/fphar.2019.00123</pub-id> </citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zheng</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Aldahdooh</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Malyutina</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Shadbahr</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Tanoli</surname>
<given-names>Z.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>SynergyFinder Plus: Toward better interpretation and annotation of drug combination screening datasets</article-title>. <source>Genomics Proteomics Bioinforma.</source> <volume>24</volume>, <fpage>S1672</fpage>&#x2013;<lpage>S0229</lpage>. <pub-id pub-id-type="doi">10.1016/j.gpb.2022.01.004</pub-id> </citation>
</ref>
</ref-list>
</back>
</article>
