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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Immunol.</journal-id>
<journal-title>Frontiers in Immunology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Immunol.</abbrev-journal-title>
<issn pub-type="epub">1664-3224</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fimmu.2024.1469828</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Immunology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The translational potential of inflammation-induced skin blister human models in exploring the pathogenesis of periodontitis and its systemic health implications</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Irwandi</surname>
<given-names>Rizky Aditya</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1329495"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Marruganti</surname>
<given-names>Crystal</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1008514"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Collins</surname>
<given-names>George</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1355010"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Carvalho</surname>
<given-names>Jhonatan de Souza</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2918055"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gilroy</surname>
<given-names>Derek</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/18992"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>D&#x2019;Aiuto</surname>
<given-names>Francesco</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
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</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Periodontology Unit, UCL Eastman Dental Institute, University College London</institution>, <addr-line>London</addr-line>, <country>United Kingdom</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Oral Biology, Faculty of Dentistry, Universitas Indonesia</institution>, <addr-line>Jakarta</addr-line>, <country>Indonesia</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Unit of Periodontology, Endodontology and Restorative Dentistry, Department of Medical Biotechnologies, University of Siena</institution>, <addr-line>Siena</addr-line>, <country>Italy</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Ageing, Rheumatology and Regenerative Medicine, Division of Medicine, University College London</institution>, <addr-line>London</addr-line>, <country>United Kingdom</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department of Cardiology, St Bartholomew&#x2019;s Hospital, Barts Health NHS Trust</institution>, <addr-line>London</addr-line>, <country>United Kingdom</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Department of Diagnosis and Surgery, S&#xe3;o Paulo State University (UNESP), School of Dentistry</institution>, <addr-line>Araraquara</addr-line>, <country>Brazil</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Pedro Paulo Chaves de Souza, Universidade Federal de Goi&#xe1;s, Brazil</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Olivier Huck, Universit&#xe9; de Strasbourg, France</p>
<p>Guilherme Oliveira, Federal University of Uberlandia, Brazil</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Francesco D&#x2019;Aiuto, <email xlink:href="mailto:f.daiuto@ucl.ac.uk">f.daiuto@ucl.ac.uk</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>16</day>
<month>12</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1469828</elocation-id>
<history>
<date date-type="received">
<day>24</day>
<month>07</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>02</day>
<month>12</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Irwandi, Marruganti, Collins, Carvalho, Gilroy and D&#x2019;Aiuto</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Irwandi, Marruganti, Collins, Carvalho, Gilroy and D&#x2019;Aiuto</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>Periodontitis is a highly prevalent chronic disease. Despite decades of extensive research on the topic, a complete understanding of its immunopathogenesis, especially when linked to other inflammatory comorbidities, is lacking. <italic>Ex vivo</italic> human and <italic>in vivo</italic> animal experiments have shown the host inflammatory response&#x2019;s crucial role in both the disease&#x2019;s onset and its systemic implications. These approaches, however, remain questionable when translating these findings into real-world scenarios linked to periodontitis. A clear need for new <italic>in vivo</italic> human models is discussed, especially within the context of understanding the host response to key pathogens linked to periodontitis, such as <italic>Porphyromonas gingivalis</italic> (<italic>P. gingivalis</italic>). Therefore, a skin blister model was employed to describe the stages of the host immune response in humans after challenges by microbial and/or sterile insults. A novel human challenge model using UV-killed <italic>P. gingivalis</italic> holds promise in producing new evidence and bridging the gap of the host response to periodontitis and its links with other common chronic diseases.</p>
</abstract>
<kwd-group>
<kwd>human challenge model</kwd>
<kwd>periodontitis</kwd>
<kwd>
<italic>Porphyromonas gingivalis</italic>
</kwd>
<kwd>skin blister model</kwd>
<kwd>periodontal disease</kwd>
<kwd>self-resolving inflammation</kwd>
<kwd>periodontitis pathogenesis</kwd>
<kwd>periodontitis-systemic link</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="131"/>
<page-count count="10"/>
<word-count count="4907"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Inflammation</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Periodontitis is a chronic inflammatory disease characterized by an altered homeostasis between the subgingival microbiome and the host gingival inflammatory response in susceptible individuals (<xref ref-type="bibr" rid="B1">1</xref>). A recent report from the World Health Organization (WHO) estimates that the severe form of the disease has affected more than a billion cases worldwide and up to 1/5 of the global adult population (<xref ref-type="bibr" rid="B2">2</xref>). Periodontitis is characterized by the progressive destruction of hard and soft tissues supporting the tooth (gingiva, periodontal ligament, and alveolar bone) (<xref ref-type="bibr" rid="B3">3</xref>). If left untreated, it will inevitably result in tooth loss, masticatory impairment, and a severe impact on individuals&#x2019; quality of life (<xref ref-type="bibr" rid="B4">4</xref>). The global burden of this disease across the United States and Europe is estimated to be over $150 billion (<xref ref-type="bibr" rid="B5">5</xref>). Its treatment relies upon self-performed improved dental hygiene practices as well as professional dental biofilm removal, with a small minority of patients requiring more sophisticated procedures aimed either at resolving resistant gingival inflammation (localized gum surgeries) and/or attempting to rebuild in part the lost hard and soft tissues supporting the dentition (<xref ref-type="bibr" rid="B6">6</xref>). The relevance of periodontitis as a global health problem has reached greater attention over the last 30 years, confirming firm links with a substantial host response characterized by a sustained low-grade systemic inflammation (<xref ref-type="bibr" rid="B7">7</xref>) and an altered circulating inflammatory cell profile (<xref ref-type="bibr" rid="B8">8</xref>). Over decades, studies have reported that periodontitis is independently associated with numerous inflammatory disorders, such as cardiovascular disease, type-2 diabetes, and rheumatoid arthritis, amongst others (<xref ref-type="bibr" rid="B9">9</xref>).</p>
<p>For decades, researchers have tried to understand the pathogenesis of periodontitis, and its possible causal association with other common inflammatory comorbidities has been heavily researched. The latest efforts have focused on the host-pathogens interplay using genetic susceptibility and single-cell transcriptomic analyses, revealing that polymorphisms of inflammatory response genes (<xref ref-type="bibr" rid="B10">10</xref>) and innate immune cell dysfunction (<xref ref-type="bibr" rid="B11">11</xref>) confer susceptibility of the host to periodontitis. Despite periodontal tissue inflammation resolution following the periodontitis management, the augmented level of some systemic inflammation markers persists, and circulating inflammatory cells still retain their altered periodontitis-associated phenotypes, including increased counts of peripheral blood-derived immune cells (<xref ref-type="bibr" rid="B12">12</xref>) demonstrating enhanced inflammatory responses (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>). Collectively, the evidence highlights the crucial role of host inflammatory responses (immune cells and their inflammatory mediators) to periodontitis and the underappreciated potential contribution of host immunoinflammatory status to periodontitis-associated systemic inflammation.</p>
<p>To date, studies exploring human immune responses to a keystone pathogen <italic>Porphyromonas gingivalis</italic> (<italic>P. gingivalis</italic>) focus on <italic>ex vivo</italic> human models using tissue cultures (<xref ref-type="bibr" rid="B15">15</xref>&#x2013;<xref ref-type="bibr" rid="B19">19</xref>) and local gingival tissue phenotyping (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>). Furthermore, animal models of periodontitis have been used to describe and understand the gingival inflammatory response to the pathogen in rodents (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>). However, both approaches have numerous limitations, notably that they might not translate into the complexity of the <italic>in vivo</italic> human host response to <italic>P. gingivalis</italic> due to environmental restrictions in a controlled niche of tissue cultures and different animal immune systems. For instance, neutrophil extracellular trap (NET) formation (NETosis) potentiates periodontal inflammation in mice during experimental periodontitis (<xref ref-type="bibr" rid="B24">24</xref>). NETosis is evident in periodontal lesions in mice and NET removal by systemic delivery of DNAse-I protects mice from <italic>in vivo</italic> periodontal bone loss. Mechanistically, NETosis is regulated by peptidylarginine deiminase-4 (PAD4)-mediated histone citrullination and this further confirms the role of NETosis in periodontitis &#x2013; PAD4 KO mice displayed significant protection from periodontal bone loss compared to wild-type (WT) counterparts and <italic>in vivo</italic> pharmacologic delivery of CI-amidine to inhibit PAD4-mediated citrullination protected WT mice from ligature-induced periodontitis (<xref ref-type="bibr" rid="B25">25</xref>). However, the mechanism of NETosis in mice is different from that in humans, as experiments of human neutrophils have shown that the cells were still capable of performing NETosis following the PAD4 inhibitor, Cl-amidine (<xref ref-type="bibr" rid="B26">26</xref>). In terms of DNAse-I treatment, it failed to degrade NETs purified from neutrophils in humans (<xref ref-type="bibr" rid="B27">27</xref>). This conflicting evidence highlights that the mechanism shown in mice was not confirmed in humans. Therefore, the generation of new human <italic>in vivo</italic> evidence is crucial in unveiling the immunological mechanisms of periodontitis and its association with inflammatory comorbidities in humans.</p>
<p>The skin blister model is a recognized <italic>in vivo</italic> human inflammation model that is safely and effectively used to study host-pathogen interactions (<xref ref-type="bibr" rid="B28">28</xref>). Using this model, researchers have unraveled important mechanisms and pathways of the human immune response to infective agents and chronic inflammatory diseases. This model involves the intradermal injection of a putative agent (infective or not) and the subsequent generation of a local skin blister (using a vacuum machine). The exudate harvested from the artificial blister offers the opportunity to study the kinetics of the onset and resolution of human inflammation, including the innate and adaptive immune responses to the challenge (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B30">30</xref>). This review discusses how the skin blister model represents a novel opportunity to understand more about the human response to a common pathogen implicated in the pathogenesis of periodontitis (<italic>P. gingivalis</italic>) and its close links with other systemic inflammatory comorbidities. A brief review of the immune responses implicated in the onset of periodontitis and its systemic consequences is followed by a description of the novel <italic>P. gingivalis</italic> human challenge model, outlining its potential benefits and limitations.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Host susceptibility to periodontitis and its link to inflammatory comorbidities: the case for immune response</title>
<p>Periodontitis occurs as a result of polymicrobial synergy and dysbiosis in susceptible hosts. A combination of impaired immunity and systemic and environmental factors could be a vital determinant of the shift within the gingival ecosystem to dysbiosis. The local host inflammatory response is responsible for periodontal tissue destruction (<xref ref-type="bibr" rid="B31">31</xref>). For the focus of this review, a prominent role will be given to the trait of immunologic susceptibility which not only affects the onset of periodontitis and its progression but also wound-healing potential during various treatment steps of periodontitis (<xref ref-type="bibr" rid="B32">32</xref>).</p>
<p>Studies on understanding the immunologic susceptibility to periodontitis have focused on population-level genetic analyses, including single nucleotide polymorphisms (SNPs) of inflammatory genes &#x2013; reviewed extensively in (<xref ref-type="bibr" rid="B10">10</xref>) and (<xref ref-type="bibr" rid="B33">33</xref>). Recent genome-wide association studies (GWAS) have contributed to the identification of novel loci encoding immune response-related genes associated with periodontitis (<xref ref-type="bibr" rid="B34">34</xref>&#x2013;<xref ref-type="bibr" rid="B39">39</xref>). The genome studies have expanded further using single-cell RNA sequencing (sc-RNA seq), such as in the experiments of Williams et&#xa0;al. demonstrating the presence of exaggerated responsiveness in stromal cells along with augmented neutrophil and leukocytes infiltration in periodontal tissue of patients suffering from periodontitis (<xref ref-type="bibr" rid="B40">40</xref>). Further sub-clustering of inflammatory cells, particularly myeloid cells, also exhibited the amplification of inflammatory response. Specifically, macrophages derived from gingival tissue of periodontitis individuals exhibited pro-inflammatory phenotype by highly expressing NLRP3, an inflammasome-mediating IL-1&#x3b2; production (<xref ref-type="bibr" rid="B41">41</xref>). Translating the evidence reported by SNP, GWAS, and sc-RNA seq studies ideally requires <italic>in vivo</italic> human evidence on the exact mechanisms of the pathogenesis of periodontitis.</p>
<p>Refined understanding of the cellular and molecular mechanisms of host-microbe interactions in the pathogenesis of periodontitis, as extensively reviewed elsewhere (<xref ref-type="bibr" rid="B42">42</xref>&#x2013;<xref ref-type="bibr" rid="B44">44</xref>), has important implications for the treatment of periodontitis. The current approach of standard periodontal treatments incorporates dental biofilm reduction surrounding the teeth and periodontal tissues (non-surgical and surgical periodontal therapies) (<xref ref-type="bibr" rid="B45">45</xref>). However, the mechanical interventions for periodontitis have been unable to improve clinical outcomes in certain patients, not to mention those with systemic inflammatory diseases such as diabetes - uncontrolled disease is detrimental to periodontal health and can boost treatment complications (<xref ref-type="bibr" rid="B46">46</xref>, <xref ref-type="bibr" rid="B47">47</xref>). Host modulation therapy, therefore, emerges to overcome the limitation of mechanical debridement and has been proposed as an adjunctive therapy alongside the standard treatments (<xref ref-type="bibr" rid="B48">48</xref>, <xref ref-type="bibr" rid="B49">49</xref>). Despite the numerous studies of novel host-modulating agents for periodontitis, the majority of the agents are still in preclinical studies and have yet to move forward to clinical applications (<xref ref-type="bibr" rid="B50">50</xref>).</p>
<p>Understanding the immunological basis of periodontitis could also be relevant when assessing the links between the disease and other common chronic inflammatory diseases. Periodontitis is not confined to the gingival tissues but has been consistently associated with increased systemic inflammation and altered circulating inflammatory cell profiles (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B51">51</xref>). Clinical evidence confirms that patients with periodontitis exhibit elevated levels of pro-inflammatory mediators, including IL-1&#x3b2;, IL-6, TNF&#x3b1;, and C-reactive protein (CRP), as well as increased neutrophil counts in peripheral blood when compared to controls (<xref ref-type="bibr" rid="B52">52</xref>&#x2013;<xref ref-type="bibr" rid="B55">55</xref>). This relationship seems reversible as effective treatment of periodontitis results in a normalization of some inflammatory biomarkers, including CRP (<xref ref-type="bibr" rid="B56">56</xref>, <xref ref-type="bibr" rid="B57">57</xref>). Some cellular markers, however, do not seem to be affected by the resolution of local gingival inflammation as achieved by conventional dental cleaning sessions (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B58">58</xref>). Dampening the hepatic systemic response due to a reduction of local inflammatory cytokines is the most plausible mechanism explaining a reduction of CRP after treatment of periodontitis. The lack of resolution of immunologic changes could result from a trained immunity state induced by periodontitis-associated systemic inflammation (<xref ref-type="bibr" rid="B59">59</xref>). As previously described, this process could be defined as innate immune memory involving changes in the hematopoietic stem and progenitor cells (HSPCs) in the bone marrow after exposure to certain microorganisms (<xref ref-type="bibr" rid="B60">60</xref>).</p>
<p>Both clinical and animal experimental evidence support the notion that trained immunity could be a key mechanism explaining the systemic health implications of periodontitis. A recent clinical study confirmed a possible link between raised periodontal inflammation and femoral bone marrow activity in patients with periodontitis compared to controls (<xref ref-type="bibr" rid="B61">61</xref>). Ishai and colleagues provided evidence that increased bone marrow activity could mediate the relationship between periodontitis and arterial inflammation (<xref ref-type="bibr" rid="B62">62</xref>). Further, two key animal experiments demonstrated HSPC&#x2019;s involvement when infection with pathogens linked to periodontitis was performed. In mice, continuous release (subcutaneous injection) of a keystone periodontal pathogen, <italic>P. gingivalis</italic>, caused increased osteoclast differentiation in the bone marrow that was IL-6-dependent (<xref ref-type="bibr" rid="B63">63</xref>). Indeed, isolated peripheral blood mononuclear cells from patients with periodontitis compared to healthy controls are predisposed to RANKL-induced osteoclastogenesis <italic>ex vivo</italic> (<xref ref-type="bibr" rid="B64">64</xref>). Further experimental evidence shows that periodontitis-triggered maladaptive innate immune memory in the bone marrow produces myeloid cells with enhanced inflammatory responses. Li and colleagues further confirmed that either experimental periodontitis or arthritis-induced trained immunity plays a role in the two-way relationship between periodontitis and arthritis (<xref ref-type="bibr" rid="B65">65</xref>). In this context, enhanced responses in inflammatory cells (e.g. increased production of pro-inflammatory mediators upon <italic>ex vivo</italic> stimulation) are evident in patients with periodontitis; the immune cells retain these phenotypes following the treatment of periodontitis &#x2013; extensively discussed in ref (<xref ref-type="bibr" rid="B8">8</xref>). This begs the question: could trained immunity be triggered by periodontitis in humans? It remains an important question that warrants further investigation.</p>
</sec>
<sec id="s3">
<label>3</label>
<title>The translational potential of skin blister model in inflammation research</title>
<p>
<italic>In vivo</italic> human inflammation models can be classified into two categories based on the delivery route of the challenge. The first group relies upon intravenous injection of bacterial endotoxins (<xref ref-type="bibr" rid="B66">66</xref>), cytokine administration (<xref ref-type="bibr" rid="B67">67</xref>), typhoid vaccine (<xref ref-type="bibr" rid="B68">68</xref>), and strenuous exercise (<xref ref-type="bibr" rid="B69">69</xref>), for example. Given the potentially robust systemic inflammatory reaction and possible side effects, most of these models require being conducted in highly controlled research centers. Alternatively, less invasive inflammation models triggered by local intervention have been developed. Our group has previously characterized a human model of treatment of periodontitis (<xref ref-type="bibr" rid="B70">70</xref>). A transient systemic inflammatory response of moderate magnitude has been described extensively (<xref ref-type="bibr" rid="B70">70</xref>&#x2013;<xref ref-type="bibr" rid="B72">72</xref>). Local administration of inflammatory stimuli, for example, in the skin, has also been proposed as a possible human model to characterize human reaction to infective agents. This localized tissue inflammation model facilitates the investigation of leukocyte migration and accumulation of soluble inflammatory mediators at the site of injection. In a human lung infection model, different encounters (e.g. endotoxin, ozone, and rhinovirus) to induce inflammation have been utilized and can be delivered through inhalation. Sample isolation is needed to understand the temporal inflammatory profile after the challenge. However, it can be more challenging to perform and less comfortable for the participants (sputum collection) (<xref ref-type="bibr" rid="B73">73</xref>), limiting its applicability and reliability.</p>
<p>Skin models of inflammation offer instead a contained and practical alternative to these systemic challenge models. Indeed, dermal models are characterized by minimal invasiveness, multiple sites accessible to monitor during the induction of inflammation, and easier access for sample/fluid collection. Several types of skin inflammation models have been established in humans based on the categorization of agents used, including tuberculin purified protein derivative (PPD) (<xref ref-type="bibr" rid="B74">74</xref>), BCG (<xref ref-type="bibr" rid="B75">75</xref>), cantharidin (<xref ref-type="bibr" rid="B28">28</xref>), Candida (candin) antigen (<xref ref-type="bibr" rid="B76">76</xref>), varicella-zoster virus (VZV) (<xref ref-type="bibr" rid="B77">77</xref>), <italic>Escherichia coli</italic> (<italic>E. coli</italic>) (<xref ref-type="bibr" rid="B78">78</xref>), and <italic>Streptococcus pneumoniae</italic> (<italic>S. pneumoniae</italic>) (<xref ref-type="bibr" rid="B79">79</xref>) and lipopolysaccharides (LPS) (<xref ref-type="bibr" rid="B80">80</xref>). An artificial blister is created at the inoculation site using a vacuum machine secured on the skin at selected time points after intradermal injection. The negative pressure generated by the machine separates the epidermis from the dermis (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>), allowing confinement, collection and drainage of an inflammatory exudate (<xref ref-type="bibr" rid="B81">81</xref>). The intradermal injection of the pathogen resulted in localized inflammatory responses with complete local clearance of the pathogen and no systemic dissemination of the pathogen (<xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B82">82</xref>). As a self-resolving inflammatory model in humans, these experiments have been replicated by several research groups and have shown good tolerability for participants recruited (including healthy individuals of different ages and patients with chronic diseases) (<xref ref-type="bibr" rid="B83">83</xref>&#x2013;<xref ref-type="bibr" rid="B85">85</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Intradermal injection and inflammatory exudate acquisition. A 30 gauge needle attached to a 1-ml syringe is used to administer the inflammatory stimuli into the dermis just under the epidermis. A suction chamber is then positioned and secured over the injection site at a pre-specified time-point. The negative pressure generated by an electronic vacuum machine separates the epidermis from the dermis and draws in the accumulated inflammatory exudate, including inflammatory cells and soluble mediators &#x2013; in response to the introduced stimulus &#x2013; at the dermis. As a result, a unilocular space between the dermis and epidermis containing inflammatory exudate is formed (an artificial blister).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-15-1469828-g001.tif"/>
</fig>
<p>For example, in human immunobiology the cantharidin-induced skin blister model helped to identify impaired efferocytosis in the elderly. Furthermore, using this model researchers identified oral intake of losmapimod &#x2013; a selective p38 mitogen-activated protein kinase (MAPK) inhibitor &#x2013; as a therapeutic intervention capable of reversing this inflammatory resolution defect (<xref ref-type="bibr" rid="B84">84</xref>). A similar model has also been validated to evaluate the anti-inflammatory properties of anti-TNF (adalimumab) and corticosteroids in reducing innate inflammatory cell recruitment to the injection site (<xref ref-type="bibr" rid="B86">86</xref>).</p>
<p>Amplified acute inflammation onset with delayed resolution was evaluated in patients with ulcerative colitis when challenged with UV-killed <italic>E. coli</italic> and <italic>S. pneumoniae</italic> prior to suction skin blister formation (<xref ref-type="bibr" rid="B83">83</xref>). Using the same model of UV-killed <italic>E. coli</italic> injection, another study reported prolonged immune alterations following the resolution of inflammation, challenging the notion that homeostasis is achieved after acute inflammation resolves (<xref ref-type="bibr" rid="B78">78</xref>). Several endogenous specialized pro-resolving mediators (SPMs) and their receptors have been identified as key regulators of the initial phase of inflammation resolution, and furthermore the administration of exogenous SPMs has been shown to boost this process in humans (<xref ref-type="bibr" rid="B87">87</xref>).</p>
<p>The skin blister model has also contributed to a greater understanding of the dynamics of adaptive immune cells in humans. When a tuberculin PPD injection (skin blister model) was utilized to study human T cell recall responses, numerous regulatory mechanisms for maintaining human memory T cells <italic>in vivo</italic> were observed (<xref ref-type="bibr" rid="B88">88</xref>). The isolation of antigen-specific memory T cells from the suction blister followed by <italic>in vitro</italic> stimulation to become regulatory T cells (Tregs) was attainable, and this was demonstrated to have a suppressing role in inflammation (<xref ref-type="bibr" rid="B89">89</xref>). Synchronized production of IL-2 by CD4+ T cells in blister fluid and skin biopsy was showed in the model, enabling the non-invasive characterization of potential defects in adaptive immune response in the elderly. Blister fluid analyses became a valid alternative to skin biopsy to characterize the dynamic of host response to various triggers (<xref ref-type="bibr" rid="B74">74</xref>).</p>
<p>A series of further experiments involving patients with active, latent, or cured tuberculosis (TB) was able to describe the role of IL-17A and Th17 responses in patients with active TB, when compared to those with latent TB (<xref ref-type="bibr" rid="B85">85</xref>). When TB treatment was administered in these patients, the same immune changes resolved, with a decrease in IL-17A and Th17 responses. In this case, it was skin biopsy samples following the intradermal injection of tuberculin PPD that were analyzed (<xref ref-type="bibr" rid="B85">85</xref>). Subsequent experiments using this model enabled the assessment of the safety and specificity of novel monoclonal antibodies aimed at reducing the recruitment of Th17 during adaptive immunity (<xref ref-type="bibr" rid="B90">90</xref>). When candin was used as an inflammatory insult, the skin blister model revealed that restricted immunosurveillance by memory T cells in the ageing population is dependent on the reduction of macrophage-derived TNF&#x3b1; production (<xref ref-type="bibr" rid="B76">76</xref>). Finally, when using VZV as an insult, researchers showed how regulatory T cells may be derived from memory T cells during localized inflammatory responses (<xref ref-type="bibr" rid="B91">91</xref>).</p>
</sec>
<sec id="s4">
<label>4</label>
<title>Intradermal injection of UV-killed <italic>P. gingivalis</italic>: an <italic>in vivo</italic> human skin inflammation model to investigate periodontitis and its link to systemic diseases</title>
<sec id="s4_1">
<label>4.1</label>
<title>Skin inflammation model triggered by <italic>P. gingivalis</italic> in periodontal research</title>
<p>For over three decades, mice studies have utilized a skin inflammation model to assess host response to <italic>P. gingivalis</italic>, a common Gram-negative anaerobe implicated in the development of periodontitis. The most common model is the subcutaneous chamber model, which involves implanting a titanium coil chamber beneath the skin in the dorso-lumbar region of the mouse. After the coil placement has healed, <italic>P. gingivalis</italic> is injected into the chamber, allowing researchers to evaluate the host response to the bacterial challenge (<xref ref-type="bibr" rid="B92">92</xref>). When <italic>P. gingivalis</italic> injection was repeated on the model, researchers were able to understand the initiation of adaptive immune response in a time-dependent manner (<xref ref-type="bibr" rid="B93">93</xref>, <xref ref-type="bibr" rid="B94">94</xref>). Moreover, studies using this model demonstrated how <italic>P. gingivalis</italic> can evade the host oxidative immune response and survive by escaping host antimicrobial killing (<xref ref-type="bibr" rid="B95">95</xref>, <xref ref-type="bibr" rid="B96">96</xref>). Thanks to this model, researchers were able to demonstrate how <italic>P. gingivalis</italic> (through the function of gingipain) stimulated a specific inflammatory response and, at the same time, inhibited the antimicrobial killing and neutrophil phagocytosis resulting in an oral microbial dysbiosis which could ultimately lead to the development of periodontitis (<xref ref-type="bibr" rid="B97">97</xref>).</p>
<p>Although skin inflammation models using cantharidin (<xref ref-type="bibr" rid="B28">28</xref>), tuberculin PPD (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B77">77</xref>), varicella zoster virus, <italic>E.</italic> coli (<xref ref-type="bibr" rid="B30">30</xref>), or <italic>S. pneumoniae</italic> (<xref ref-type="bibr" rid="B79">79</xref>) have been successfully used before, experiments using <italic>P. gingivalis</italic> in humans have not been attempted to date. Cantharidin is a vesicant secreted by blister beetles and 24 hours after its application onto the skin, a blister is formed on the skin and accumulates in the subsequent 72 hours. The 24 hour skin blister represents the acute phase of inflammation while the resolution of inflammation can be observed in the blister 72 hours after dermal cantharidin application (<xref ref-type="bibr" rid="B84">84</xref>, <xref ref-type="bibr" rid="B98">98</xref>). When using other inflammatory insults, the induction of an artificial blister on the skin is needed with the help of a small electronic vacuum machine. Specifically, negative pressure generated by this machine is applied over the injection site, generating an artificial blister (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). The timing of blister formation is dependent upon the inflammatory insult and experimental design of the study (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B77">77</xref>, <xref ref-type="bibr" rid="B79">79</xref>). For example, artificial blister formation was performed 7 days after the injection of either tuberculin PPD or VZV to investigate T-cell recall profiling and responses in humans (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B77">77</xref>). When using <italic>E. coli</italic> or <italic>S. pneumoniae</italic> it took 4- and 48-hours post-injection to evaluate the acute response and inflammation resolution (<xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B79">79</xref>). Host effects when challenging the skin has been previously reported. For example, when challenging participants with UV-killed <italic>E. coli</italic>, moderate swelling and mild discomfort in the axillary region were reported, but receded after 24 hours, with a complete resolution within 48 hours (<xref ref-type="bibr" rid="B30">30</xref>). Furthermore, when adopting the artificial blister creation, skin pigmentation has been reported and resolves within 4-6 weeks in Caucasians participants, although it could persist longer in darker skin types (<xref ref-type="bibr" rid="B30">30</xref>).</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>The potential benefits and limitations of the <italic>P. gingivalis</italic>-induced skin inflammation model</title>
<p>Research investigating the immunological mechanisms involved in the pathogenesis and progression of periodontitis and its link to other systemic chronic diseases has primarily used human <italic>ex vivo</italic> or animal <italic>in vivo</italic> models. Whilst on the one hand, these <italic>ex vivo</italic> and animal experiments allowed us to understand the changes that occur within the gingival tissue in response to dental biofilm accumulation and its potential systemic implications, the translation of this evidence into humans remains to be confirmed. A specific human model of inflammation in periodontal research could therefore improve our understanding of how humans respond to challenges of individual or multiple micro-organisms implicated with a common oral disease, as well as how it might impact systemic wellbeing.</p>
<p>Mouse models for periodontitis have been comprehensively reviewed by Rojas and colleagues (<xref ref-type="bibr" rid="B99">99</xref>). The current limitation of the model encompasses substantial immunological differences between mice and humans (<xref ref-type="bibr" rid="B100">100</xref>). Seok et&#xa0;al. showed that the genomic responses to different inflammatory stimuli in humans poorly correlated with mice models (<xref ref-type="bibr" rid="B101">101</xref>). Hence, the translational projection of results - in particular the investigation of the host-microbial interactions in periodontitis &#x2013; to meet human research frameworks is limited and difficult (<xref ref-type="bibr" rid="B99">99</xref>). Moreover, humanized mice models for immune investigations have been developed, but the complications due to xenogeneic transfers are ongoing challenges that researchers need to overcome, not to mention the potential bias of results owing to xenogeneic immune response (<xref ref-type="bibr" rid="B102">102</xref>). Therefore, human <italic>in vivo</italic> models could address those issues as experiments, on humans offer the benefits of being relevant to the complexity of human <italic>in vivo</italic> physiology.</p>
<p>Despite the versatility of animal models in biomedical research such as transgenic mice, the successful translation of animal studies for human clinical applications remains questionable. This is particularly true of inflammation-driven disease studies (<xref ref-type="bibr" rid="B103">103</xref>). For instance, more than 100 clinical trials have failed to reproduce the successful approach of modulating septic response to infection in animals revealed by sepsis studies (<xref ref-type="bibr" rid="B104">104</xref>). Such preclinical research can result in expensive and fruitless clinical implications for patient care. These unreliable findings mean that the overreliance of animals in preclinical research may not contribute to tangible clinical benefit, instead becoming an unnecessary and avoidable research inefficiency (<xref ref-type="bibr" rid="B105">105</xref>). Conducting research utilizing human <italic>in vivo</italic> models seems wise to reduce the use of animals in research and that in compliance with the Three Rs principle (replacement, reduction, and refinement) that underlies appropriate involvement of animals in research (humane animal experimental research) (<xref ref-type="bibr" rid="B106">106</xref>).</p>
<p>There would be several advantages in developing a human experimental model for <italic>P. gingivalis.</italic> Firstly, it could help compare individuals&#x2019; host response to various types of micro-organism, including different genetically modified periodontal bacterial strains (i.e. lacking certain virulence factors such as gingipains and/or pathogen-associated molecular patterns such as LPS). Secondly, there is growing interest in understanding the potential impact of periodontitis on the overall host inflammatory burden and development/progression of other common chronic diseases such as diabetes, Alzheimer&#x2019;s and cardiovascular diseases. Gathering information on the host response (both cellular and biochemical) to common pathogens linked to periodontitis such as <italic>P. gingivalis</italic> could confirm a number of hypothetical causal pathways/mechanisms that have been proposed to date. Thirdly, performing these experiments in individuals presenting with healthy gingival tissues or already affected by periodontitis could help understand the different susceptibility traits linked to the onset and development of periodontitis. Finally, the same model could provide evidence to support new strategies for addressing periodontal inflammation and managing patients with periodontitis. This could enhance approaches to reducing damage and improving the chances of regaining soft and hard tissues around teeth (<xref ref-type="bibr" rid="B107">107</xref>&#x2013;<xref ref-type="bibr" rid="B110">110</xref>). SPMs in periodontitis are extensively discussed elsewhere (<xref ref-type="bibr" rid="B111">111</xref>, <xref ref-type="bibr" rid="B112">112</xref>). The exact SPMs that humans produce endogenously are inflammatory stimulus-dependent, meaning that different microorganisms may trigger distinct patterns of SPM production (<xref ref-type="bibr" rid="B113">113</xref>, <xref ref-type="bibr" rid="B114">114</xref>). A human inflammation-induced skin model including <italic>P.gingivalis</italic> could provide insights into which SPM signatures drive the resolution of inflammation.</p>
<p>It is also important to note the limitations of using the skin infection model. First, the use of inactivated bacteria in such a model will not necessarily correlate with the same responses expected when challenged by live micro-organisms. Second, several lines of evidence adapting pathogens to induce skin-inflammation (<xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B79">79</xref>) highlighted a substantial variation in outcomes between individuals following the challenge, as well as low numbers of cells retrieved from the blister exudates. Third, when using pre-specified time points, a novel skin blister model using periodontal pathogens would be limited to short-lived exposures to micro-organisms, and researchers could only yield two samples per participant (<xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B79">79</xref>). Multiple sites on the skin could be used to perform the same challenge (<xref ref-type="bibr" rid="B80">80</xref>), but this will inevitably increase the complexity and potential risk of the model for potential participants, without mentioning the increased ethical concerns/considerations (discussed below).</p>
</sec>
<sec id="s4_3">
<label>4.3</label>
<title>Intradermal injection of UV-killed <italic>P. gingivalis</italic>: practical considerations</title>
<p>Although some limitations were previously discussed, the safety and practical aspects of developing a model of <italic>P. gingivalis</italic> skin blister inflammation in humans must be in a full adherence to ethical standards of medical research involving human participants as detailed in the Declaration of Helsinki (<xref ref-type="bibr" rid="B115">115</xref>). In order to achieve that, the model must first involve a team of immunologists, microbiologists and experts in clinical pharmacology confirming that the research utilizing the model is scientifically sound and rigorous in design. Supported by the urgency of the need for human models discussed above, research utilizing the inflammation-induced skin blister human model may only be conducted if the importance of the research outcomes outweighs risks and burdens to the research participants. As the model includes the intradermal injection of <italic>P. gingivalis</italic>, measures to minimize risks of the intervention must be implemented, including deliberate selection of bacterial strains and their growth media and tolerable reactions to the participants after the injection (discussed below). Lastly, appropriate compensation for the volunteers who participate in the studies using the model must be ensured because the procedure of intradermal injection and immune reactions that follow are likely to cause participant&#x2019;s discomfort and inconvenience.</p>
<p>
<italic>P. gingivalis</italic> was selected as putative pathogen relevant to periodontitis and able to generate a local inflammatory response. Indeed, it is a keystone pathogen in periodontitis, and its systemic effects have been reported in both pre-clinical and clinical studies (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B97">97</xref>, <xref ref-type="bibr" rid="B116">116</xref>, <xref ref-type="bibr" rid="B117">117</xref>). The first task to begin the development of the model includes the selection of which <italic>P. gingivalis</italic> strain and growth media to allow safe but effective intradermal injection. The wild-type strain 2561 could be considered a candidate of <italic>P. gingivalis</italic> rather than either strains BAA-308 (W83) or 53978 (W50), in-keeping with the safety concerns of attempting for the first time the intradermal injection of a Gram-negative micro-organism, hence a less virulent strain could be chosen (<xref ref-type="bibr" rid="B118">118</xref>&#x2013;<xref ref-type="bibr" rid="B122">122</xref>). Second, the possible growth media for <italic>P. gingivalis</italic>; in particular, past experiments mainly used brain heart infusion (BHI) to culture the bacteria (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B123">123</xref>, <xref ref-type="bibr" rid="B124">124</xref>). This media, however, contains bovine brains, and safety concerns were evaluated about the possible risk of cross-contamination during the process of bacterial isolation. Alternative growth media had therefore been evaluated such as PYG broth (<xref ref-type="bibr" rid="B125">125</xref>&#x2013;<xref ref-type="bibr" rid="B128">128</xref>). This growth media was chosen to grow the bacterium in anaerobic conditions similar to the BHI media, and it is also free from animal-derived products (<xref ref-type="bibr" rid="B128">128</xref>).</p>
<p>The next step in the development of such a model following the establishment of <italic>P. gingivalis</italic> isolates would be to confirm a safe route of administration of <italic>P. gingivalis</italic> for human experimental applications. This could be achieved by generating inactivated, structurally preserved, and measurable micro-organisms. UV exposure is selected as a potent technique to inactivate bacteria without compromising the bacteria&#x2019;s structural integrity. UV light only targets bacterial DNA, particularly inducing pyrimidine dimers between DNA thymine bases. Subsequently, the micro-organism becomes incapable of replicating without losing their protein structures, including virulence factors (<xref ref-type="bibr" rid="B129">129</xref>). A set of experiments could then designed to determine the amount of UV-killed <italic>P. gingivalis</italic> for intradermal injection that is safe and sufficient in generating a self-resolving intradermal inflammatory response. Adequate bacterial quantification experiments should be completed to enable the generation of a sufficient number of micro-organisms to use in the model (<xref ref-type="bibr" rid="B130">130</xref>). Viable plate counts in combination with turbidity (optical density) measurements could be used to plot bacterial growth (<xref ref-type="bibr" rid="B130">130</xref>, <xref ref-type="bibr" rid="B131">131</xref>) and appropriate quantification of UV-killed <italic>P. gingivalis</italic>. After measurable inactivated <italic>P. gingivalis</italic> is established, dose escalation experiments to determine bacterial numbers that humans could tolerate but sufficient to generate a reproducible inflammatory response, are required. Several lines of evidence can be reviewed and used to complete this part of the experiments using different quantities of UV-killed <italic>P. gingivalis</italic> (<xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B79">79</xref>, <xref ref-type="bibr" rid="B83">83</xref>).</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusion</title>
<p>The inflammation-induced skin blister model is a well-established human model of inflammation that successfully captures the immunoinflammatory status of healthy and diseased individuals. Specifically, the model can unveil the complex mechanisms of human immune responses in chronic inflammatory diseases and/or in response to specific inflammatory stimuli/infections. The host laboratory developed for the first time a safe and reproducible UV-killed <italic>P. gingivalis</italic> intradermal injection model followed by artificial suction blister formation and collection of cellular and soluble inflammatory infiltrates.</p>
<p>Periodontal research could use this novel model to enhance our understanding of which immunological mechanisms occur in humans with periodontitis and shed greater light on the potential link between this common chronic disease and other systemic inflammatory disorders.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>RI: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. CM: Writing &#x2013; review &amp; editing. GC: Writing &#x2013; review &amp; editing. JC: Writing &#x2013; review &amp; editing. DG: Writing &#x2013; review &amp; editing. FD&#x2019;A: Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s7" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This study was self-supported by the authors&#x2019; institutions. RI received funding from the Indonesia Endowment Fund for Education - LPDP (S-1692/LPDP.4/2019).</p>
</sec>
<sec id="s8" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted without any commercial or financial relationships that could potentially create a conflict of interest.</p>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec id="s9" sec-type="disclaimer">
<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>
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