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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Toxicol.</journal-id>
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<journal-title>Frontiers in Toxicology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Toxicol.</abbrev-journal-title>
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<issn pub-type="epub">2673-3080</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-id pub-id-type="publisher-id">1735871</article-id>
<article-id pub-id-type="doi">10.3389/ftox.2026.1735871</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Perspective</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Foreign body reaction: towards a macrophage-centered adverse outcome pathway for fibrotic encapsulation</article-title>
<alt-title alt-title-type="left-running-head">Meseberg 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/ftox.2026.1735871">10.3389/ftox.2026.1735871</ext-link>
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<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Meseberg</surname>
<given-names>Tom</given-names>
</name>
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<uri xlink:href="https://loop.frontiersin.org/people/3095795"/>
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<contrib contrib-type="author">
<name>
<surname>Kurz</surname>
<given-names>Susanne</given-names>
</name>
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<contrib contrib-type="author">
<name>
<surname>Spohn</surname>
<given-names>Juliane</given-names>
</name>
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<aff id="aff1">
<institution>Bio- and Nanotechnology Department, Fraunhofer Institute for Ceramic Technologies and Systems (FHG)</institution>, <city>Dresden</city>, <country country="DE">Germany</country>
</aff>
<author-notes>
<corresp id="c001">
<label>&#x2a;</label>Correspondence: Tom Meseberg, <email xlink:href="mailto:tom.meseberg@ikts.fraunhofer.de">tom.meseberg@ikts.fraunhofer.de</email>
</corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-04">
<day>04</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>8</volume>
<elocation-id>1735871</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>10</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>20</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>21</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Meseberg, Kurz and Spohn.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Meseberg, Kurz and Spohn</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-04">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<p>The foreign body reaction (FBR), characterized by chronic inflammation and fibrotic capsule formation around implanted medical devices, remains a major cause in device-related complications. Current preclinical risk assessment relies on <italic>in vivo</italic> testing according to ISO 10993-6:2024, which are limited by species differences, incomplete mechanistic insight, and ethical concerns. Additionally, ISO/TS 10993-20:2006 outlines immunotoxicity knowledge regarding implant-induced effects such as FBR and specifies a collection of <italic>in vitro</italic> assays. The perspective presented here, aims to explore the applicability of the Adverse Outcome Pathway (AOP) framework to FBR in order to integrate evidence and methods into a structured mechanistic context and facilitate the application of <italic>in vitro</italic> tests in preclinical risk assessment of FBR. A targeted literature review was conducted to identify and organize biological mechanisms into a putative AOP, map available new approach methodologies, and highlight critical knowledge gaps and uncertainties. This initial framework may guide early screening for low-FBR materials and support mechanistically anchored, non-animal biocompatibility assessment strategies for medical devices.</p>
</abstract>
<kwd-group>
<kwd>adverse outcome pathway (AOP)</kwd>
<kwd>biomaterials</kwd>
<kwd>foreign body reaction</kwd>
<kwd>immunotoxicology</kwd>
<kwd>ISO 10993</kwd>
<kwd>macropage</kwd>
<kwd>medical devices</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This project has received funding from the European Union&#x2019;s Horizon Europe Framework Program under grant agreement number 101058554 NOVA. This work was co-funded by the Swiss State Secretariat for Education, Research and Innovation (SERI) and the United Kingdom Research and Innovation (UKRI) under the United Kingdom government&#x2019;s Horizon Europe funding guarantee grant number 10042534 and grant number 10055606.</funding-statement>
</funding-group>
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<ref-count count="107"/>
<page-count count="8"/>
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<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>In Vitro Toxicology</meta-value>
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</front>
<body>
<sec id="s1">
<title>Foreign body reaction to medical devices</title>
<p>The foreign body reaction (FBR), characterized by chronic inflammation and fibrotic capsule formation around implants, remains a major cause of device-related complications. While all materials induce a fibrotic host response after implantation (<xref ref-type="bibr" rid="B6">Anderson et al., 2008</xref>; <xref ref-type="bibr" rid="B20">Carnicer-Lombarte et al., 2021</xref>), the causes of excessive capsule formation and the impact of material modifications remain debated.</p>
<p>Mechanistically, the FBR begins with protein adhesion to the biomaterial surface, shaping cellular interactions. Monocyte-derived macrophages, with other immune cells, are activated and coordinate acute inflammation, tissue clearance, and early wound healing. When clearance of nondegradable foreign material is frustrated, adherent macrophages fuse into foreign body giant cells (FBGCs), sustaining the inflammatory milieu. Persistent macrophages at the implant site and elevated growth factor signaling promote myofibroblast activation, collagen deposition, and ultimately fibrotic encapsulation (<xref ref-type="bibr" rid="B6">Anderson et al., 2008</xref>; <xref ref-type="bibr" rid="B21">Chandorkar et al., 2019</xref>).</p>
<p>Across device classes, encapsulation has distinct adverse effects: Greater capsule thickness increases the likelihood and severity of capsular contracture in breast implants, distorting surrounding tissues, impairing implant mechanics, and causing pain (<xref ref-type="bibr" rid="B8">Bachour et al., 2018</xref>; <xref ref-type="bibr" rid="B37">Headon et al., 2015</xref>; <xref ref-type="bibr" rid="B54">Kim et al., 2022</xref>; <xref ref-type="bibr" rid="B60">Larsen et al., 2024</xref>). In neural and cochlear implants, &#x201c;shielding&#x201d; means that the capsule insulates electrodes from tissue and raises impedance, compromising signal quality and stability (<xref ref-type="bibr" rid="B65">Lotti et al., 2017</xref>; <xref ref-type="bibr" rid="B42">Hu et al., 2024</xref>; <xref ref-type="bibr" rid="B33">Foggia et al., 2019</xref>; <xref ref-type="bibr" rid="B88">Simoni et al., 2020</xref>). For implanted biosensors (e.g., glucose monitors), capsules impair diffusion, limiting analyte quantification and long-term reliability (<xref ref-type="bibr" rid="B67">McClatchey et al., 2019</xref>; <xref ref-type="bibr" rid="B74">Novak and Reichert, 2015</xref>). These results show that implants classified as biocompatible can be affected by FBR.</p>
<p>This raises the question: What does biocompatibility mean immunologically? Widely used medical-device biomaterials today are immunologically bioinert or biotolerable (<xref ref-type="bibr" rid="B81">Rostam et al., 2015</xref>; <xref ref-type="bibr" rid="B78">Ratner, 2016</xref>). However, because immunogenic response and subsequent tissue integration depend on clinical context, certain applications require a shift from passively bioinert to immunomodulating biomaterials that actively guide physiological wound healing and remodeling (<xref ref-type="bibr" rid="B95">Williams, 2008</xref>). Thus, evaluating fibrotic capsule formation as an adverse FBR outcome is important for functionality and safety testing of certain implantable devices in biocompatibility assessment.</p>
</sec>
<sec id="s2">
<title>Prediction of foreign body reaction in biological risk assessment</title>
<p>
<italic>In vivo</italic> testing according to <xref ref-type="bibr" rid="B46">ISO (2016)</xref> is the gold standard for preclinical risk assessment of medical devices and predicting material-induced FBR. Fibrotic capsule formation and post-implantation inflammation are assessed by immune cell counts (macrophages, multinucleated cells) and capsule thickness in histology. While clinically relevant, these models are limited by species differences, mechanistic understanding, and ethical considerations.</p>
<p>
<xref ref-type="bibr" rid="B45">ISO (2006)</xref> outlines immunotoxicity knowledge on implant-induced effects such as FBR. It identifies implantation-site histopathology per <xref ref-type="bibr" rid="B46">ISO (2016)</xref> as the most direct method to assess FBR and chronic inflammation. According to <xref ref-type="bibr" rid="B45">ISO (2006)</xref>, <italic>in vitro</italic> assays lack intact immune-system complexity yet remain valuable for mechanistic studies. Hence, the tests and indicators listed (e.g., phagocytosis, antigen presentation, cytokine release, MHC phenotyping) remain an unstructured collection with limited predictivity.</p>
<p>Integrating these principles and methods into a structured mechanistic framework enables broader use of <italic>in vitro</italic> data for FBR risk assessment. The Adverse Outcome Pathway (AOP) concept, developed in chemical toxicology, is a systematic, data-driven method linking key events to an adverse outcome. For skin sensitization, <xref ref-type="bibr" rid="B47">ISO (2021)</xref> Annex C describes a defined approach combining assays along an AOP with four key events. Comprehensive validation studies on applicability to medical devices are promising but ongoing (<xref ref-type="bibr" rid="B91">Svobodov&#xe1; et al., 2021</xref>).</p>
<p>This perspective explores AOP applicability to FBR to support mechanistic, human-relevant testing strategies. Applying the AOP framework to material-induced reactions is novel and underexplored, offering potential to advance material and nanomaterial risk assessment. A comprehensive search of FBR literature was conducted using PubMed and Scopus. Information was analyzed to identify and organize biological mechanisms into key events. Evidence correlating each key event with fibrotic capsule formation was extracted from selected <italic>in vivo</italic> studies. New approach methodologies relevant to each key event were identified when available. This putative AOP (<xref ref-type="fig" rid="F1">Figure 1</xref>) organizes FBR data, highlighting well-characterized mechanisms and knowledge gaps.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Novel putative adverse outcome pathway (AOP) for mechanism-driven testing of FBR outcome. Created with Biorender.</p>
</caption>
<graphic xlink:href="ftox-08-1735871-g001.tif">
<alt-text content-type="machine-generated">Flowchart depicting the progression from molecular to organ-level responses. Starts with &#x22;Protein denaturation at the implant surface&#x22; (Molecular), leading to &#x22;Increased immune cell recruitment and adhesion,&#x22; then &#x22;Macrophage activation and acute inflammation&#x22; (Cellular). Transitions to &#x22;Foreign body giant cell formation and chronic inflammation&#x22; and &#x22;Fibroblast recruitment and myofibroblast differentiation,&#x22; resulting in &#x22;Increased extracellular matrix deposition&#x22; (Tissue). Concludes with &#x22;Fibrotic capsule formation&#x22; (Organ).</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3">
<title>Molecular initiating event: protein denaturation at the implant surface</title>
<p>After implantation and tissue injury, plasma and extracellular matrix (ECM) proteins adsorb to the implant surface. Biomaterial properties (wettability, topography, hydrophilicity, surface charge) determine adsorption and denaturation extent (<xref ref-type="bibr" rid="B62">Lehk&#xe1; et al., 2023</xref>). Denatured ECM proteins expose adhesive motifs, such as RGD, that promote cell adhesion (<xref ref-type="bibr" rid="B92">Swartzlander et al., 2015</xref>). Damage-associated molecular patterns (DAMPs) and ECM proteins (e.g., fibrinogen, periostin) regulate immune-cell responses (<xref ref-type="bibr" rid="B34">Franz et al., 2011</xref>; <xref ref-type="bibr" rid="B14">Blackman et al., 2024</xref>).</p>
<p>A prominent example is denatured fibrinogen, which exposes two neo-epitopes and activates phagocyte pro-inflammatory state via Mac-1 (<xref ref-type="bibr" rid="B41">Hu et al., 2001</xref>). Fibrinogen-deficient C57BL/6J mice showed reduced fibrous capsule formation after intraperitoneal or subcutaneous polytetrafluoroethylene implantation (<xref ref-type="bibr" rid="B11">Balabiyev et al., 2021</xref>). Similarly, periostin-knockout mice with subcutaneous silicone implants have decreased capsule thickness (<xref ref-type="bibr" rid="B9">Bae et al., 2018</xref>). Activation of Toll-like receptors by DAMPs has comparable downstream effects in FBR, as TLR2/TLR4-knockout mice develop thinner capsules after polyethylene glycol hydrogel implantation (<xref ref-type="bibr" rid="B93">Thompson et al., 2025</xref>).</p>
<p>Opsonin-mediated recognition (IgG, C3b) likely induces innate immune responses (<xref ref-type="bibr" rid="B5">Anderson et al., 1996</xref>), although hypogammaglobulinemic mice showed unaffected neutrophil and monocyte recruitment (<xref ref-type="bibr" rid="B59">Kyriakides et al., 2022</xref>).</p>
<p>Lehka et al. introduced an <italic>in vitro</italic> model to evaluate protein adsorption and cell adhesion on biomaterials (<xref ref-type="bibr" rid="B62">Lehk&#xe1; et al., 2023</xref>). They reported that adsorbed protein quantity did not determine long-term cell adhesion leading to FBR, whereas dissolution rate was critical. Although data gaps remain and links between protein adsorption and FBR outcomes are debated, growing evidence indicates protein denaturation is crucial. Conversely, plasma treatment enabling covalent attachment of native host proteins reduced capsule formation after subcutaneous implantation of polyurethane in mice (<xref ref-type="bibr" rid="B57">Kondyurina and Kondyurin, 2023</xref>).</p>
</sec>
<sec id="s4">
<title>Key event 1: immune cell recruitment and adhesion</title>
<p>The interaction of host immune cells with biomaterials, particularly macrophages, is the first key event. Macrophage adhesion and spreading at the material&#x2013;tissue interface initiate activation. Their activity with effector cells such as fibroblasts is required for capsular fibrosis (<xref ref-type="bibr" rid="B79">Robotti et al., 2018</xref>; <xref ref-type="bibr" rid="B19">Brown et al., 2012</xref>).</p>
<p>Macrophage depletion with clodronate liposomes reduced capsule formation after subcutaneous polycaprolactone implantation in C57BL/6 mice (<xref ref-type="bibr" rid="B30">Dondossola et al., 2016</xref>) and decreased capsule thickness in another study (<xref ref-type="bibr" rid="B69">Mooney et al., 2010</xref>). In Rag2/&#x3b3; KO mice, macrophage depletion eliminated implant-induced fibrosis after alginate implantation (<xref ref-type="bibr" rid="B29">Doloff et al., 2017</xref>). Other immune cells appear less critical for FBR in knockout models. T cells (<xref ref-type="bibr" rid="B80">Rodriguez et al., 2009</xref>; <xref ref-type="bibr" rid="B29">Doloff et al., 2017</xref>), natural killer cells (<xref ref-type="bibr" rid="B100">Yang et al., 2014</xref>), and mast cells (<xref ref-type="bibr" rid="B100">Yang et al., 2014</xref>; <xref ref-type="bibr" rid="B7">Avula et al., 2014</xref>) showed limited or no essential roles. A data gap remains for B cells, as knockout (IghMnull) mice showed only partial reduction in fibrosis (<xref ref-type="bibr" rid="B29">Doloff et al., 2017</xref>).</p>
<p>Evidence indicates that integrin-mediated macrophage adhesion affects recruitment and activation. In a rat cage implant system, zwitterionic and anionic polyurethane chemistries reduced nonspecific adhesion, decreased inflammatory events, and promoted immune-cell apoptosis (<xref ref-type="bibr" rid="B53">Khandwekar and Rho, 2012</xref>). CD11b knockout and inhibition of RGD-binding integrins reduced capsule thickness around subcutaneous polyethylene terephthalate implants by 30%&#x2013;45% (<xref ref-type="bibr" rid="B31">Eslami-Kaliji et al., 2023</xref>). In MyD88-deficient mice, reduced inflammatory-cell recruitment, mostly macrophages, correlated with a substantial decrease in capsule formation (<xref ref-type="bibr" rid="B3">Amer et al., 2019</xref>).</p>
<p>Evidence suggests a &#x201c;sweet spot&#x201d; for adhesion to the biomaterial surface. Sustained viable attachment maintains chronic responsiveness to the foreign body (<xref ref-type="bibr" rid="B48">Jannasch et al., 2017a</xref>). Too much adhesion may overactivate myofibroblasts, whereas too little adhesion may elicit strong inflammation; both outcomes are detrimental to implant integration (<xref ref-type="bibr" rid="B72">Noscovikova et al., 2021a</xref>).</p>
<p>
<italic>In vitro</italic> approaches include cell adherence assays on defined surface chemistries with May&#x2013;Gr&#xfc;nwald/Giemsa staining (<xref ref-type="bibr" rid="B22">Chang et al., 2008</xref>; <xref ref-type="bibr" rid="B51">Jones et al., 2007</xref>; <xref ref-type="bibr" rid="B1">Al-Khoury et al., 2019</xref>). Additional assays quantify adhesion across materials using CD54 and beta-actin staining to assess activation-associated adhesion and cytoskeletal organization (<xref ref-type="bibr" rid="B49">Jannasch et al., 2017b</xref>).</p>
</sec>
<sec id="s5">
<title>Key event 2: macrophage activation and acute inflammation</title>
<p>Macrophage activation is required for FBR-associated fibrosis. However, the host macrophage response is essential for constructive tissue remodeling following implantation (<xref ref-type="bibr" rid="B17">Brown and Badylak, 2013</xref>). In physiological wound healing, macrophages shift from M1 to M2a-like during days four to seven post-injury (<xref ref-type="bibr" rid="B97">Witherel et al., 2019</xref>). Eliminating M1 signaling or prematurely promoting M2a is linked to excessive ECM deposition and pathological fibrosis, underscoring that polarization timing and dynamics are critical (<xref ref-type="bibr" rid="B85">Saleh et al., 2022</xref>). An optimal implant elicits a mild initial M1 response followed by early restricted M2 dominance (<xref ref-type="bibr" rid="B56">Klopfleisch, 2016</xref>).</p>
<p>After abdominal implantation of mesh materials in Sprague&#x2013;Dawley rats, the day-14 M2:M1 ratio correlated with day-35 histological FBR scores (<xref ref-type="bibr" rid="B18">Brown et al., 2012</xref>; <xref ref-type="bibr" rid="B98">Wolf et al., 2014</xref>). In BALB/c mice, polymers that modulate macrophage polarization showed a balanced M1:M2 ratio which was associated with reduced capsule thickness compared with M1 or M2 predominance (<xref ref-type="bibr" rid="B82">Rostam et al., 2020</xref>). Modified polyurethane-coated implants reduced capsule thickness in Sprague&#x2013;Dawley rats, correlated with increased M2:M1 ratio (CD86 vs. CD163) at 4&#xa0;weeks (<xref ref-type="bibr" rid="B43">Huang et al., 2018</xref>). The macrophage M1:M2 ratio (CCR7&#x2b; vs. Arg-1&#x2b;) correlated with capsule thickness after subcutaneous implantation of functionalized hernia mesh in Sprague&#x2013;Dawley rats (<xref ref-type="bibr" rid="B101">Yang et al., 2025</xref>). Consistent with fibrous encapsulation as a wound-healing response that fails to resolve, the M2:M1 ratio is indicative in other chronic conditions, including spinal cord injury, chronic wounds, and inflammatory renal disease (<xref ref-type="bibr" rid="B102">Yu et al., 2016</xref>).</p>
<p>Data gaps remain. Macrophages at implant interfaces can display features of both M1 and M2, suggesting hybrid states that complicate simple dichotomy (<xref ref-type="bibr" rid="B69">Moore et al., 2015</xref>; <xref ref-type="bibr" rid="B97">Witherel et al., 2019</xref>).</p>
<p>
<italic>In vitro</italic> approaches include macrophage cytokine secretion profiling on defined surface chemistries at set time points (<xref ref-type="bibr" rid="B22">Chang et al., 2008</xref>; <xref ref-type="bibr" rid="B16">Brodbeck et al., 2002</xref>; <xref ref-type="bibr" rid="B43">Huang et al., 2018</xref>; <xref ref-type="bibr" rid="B48">Jannasch et al., 2017a</xref>; <xref ref-type="bibr" rid="B108">Zhou et al., 2016</xref>; <xref ref-type="bibr" rid="B1">Al-Khoury et al., 2019</xref>). Polarization ratios are determined by dividing mean M1 by M2 cytokine percentages across biomaterials (<xref ref-type="bibr" rid="B35">Grotenhuis et al., 2013</xref>).</p>
</sec>
<sec id="s6">
<title>Key event 3: foreign body giant cell formation and chronic inflammation</title>
<p>A hallmark of the foreign body response is macrophage fusion into foreign body giant cells (FBGCs), defined as cells with three or more nuclei (<xref ref-type="bibr" rid="B6">Anderson et al., 2008</xref>; <xref ref-type="bibr" rid="B84">Saleh and Bryant, 2017</xref>; <xref ref-type="bibr" rid="B96">Witherel et al., 2018</xref>). FBGC formation occurs after implantation of diverse biomaterials and is reported in many case studies in rodents and humans (<xref ref-type="bibr" rid="B60">Larsen et al., 2024</xref>; <xref ref-type="bibr" rid="B25">Clauzel et al., 2024</xref>; <xref ref-type="bibr" rid="B88">Simoni et al., 2020</xref>; <xref ref-type="bibr" rid="B28">Doddridge et al., 2024</xref>; <xref ref-type="bibr" rid="B2">&#xc1;lvarez-Ortega et al., 2021</xref>; <xref ref-type="bibr" rid="B32">Fatkhudinov et al., 2019</xref>). These cells can persist at the implant surface for the device lifetime, and their long-term presence reflects low-grade chronic inflammation (<xref ref-type="bibr" rid="B109">McNally et al., 2008</xref>; <xref ref-type="bibr" rid="B2">&#xc1;lvarez-Ortega et al., 2021</xref>).</p>
<p>Two main hypotheses explain macrophage fusion. First, the lack of FBGCs undergoing apoptosis suggests fusion is an escape mechanism (<xref ref-type="bibr" rid="B15">Brodbeck et al., 2001</xref>; <xref ref-type="bibr" rid="B24">Christenson et al., 2005</xref>). Thereby, FBGCs may act as a cellular shield integrating into the fibrotic capsule (<xref ref-type="bibr" rid="B94">Trout and Holian, 2020</xref>). Second, frustrated phagocytosis of large non-internalizable objects can trigger fusion (<xref ref-type="bibr" rid="B106">Zhao et al., 1991</xref>; <xref ref-type="bibr" rid="B58">Kyriakides et al., 2004</xref>). However, whether FBGC phagocytic activity exceeds that of mononuclear macrophages remains unclear (<xref ref-type="bibr" rid="B68">Milde et al., 2015</xref>).</p>
<p>Sustained FBGC presence at the biomaterial interface correlates with progressive capsule formation. After silicone pad implantation in rats, capsule thickness correlated with FBGC accumulation after four and 12&#xa0;weeks (<xref ref-type="bibr" rid="B66">Majd et al., 2015</xref>; <xref ref-type="bibr" rid="B44">I&#x15f;&#x131;ktekin et al., 2025</xref>). Similar correlations occurred two and 4&#xa0;weeks after subcutaneous implantation of nanopatterned metallic glasses in C57BL/6 mice (<xref ref-type="bibr" rid="B87">Shayan et al., 2018</xref>). In C57BL/6 mice with drug-releasing spheres, capsule thickness at 4&#xa0;weeks correlated with FBGC accumulation at 1&#xa0;week (<xref ref-type="bibr" rid="B71">Morris et al., 2017</xref>).</p>
<p>Several <italic>in vitro</italic> models analyze FBGC formation. A standard metric is the fusion index, the number of nuclei within multinucleated giant cells divided by total nuclei per field, applied to PBMC-derived FBGCs across surface chemistries (<xref ref-type="bibr" rid="B22">Chang et al., 2008</xref>; <xref ref-type="bibr" rid="B51">Jones et al., 2007</xref>; <xref ref-type="bibr" rid="B16">Brodbeck et al., 2002</xref>). Additionally, THP-1&#x2013;derived FBGCs were assessed by May&#x2013;Gr&#xfc;nwald/Giemsa staining to quantify the area percentage of FBGCs (<xref ref-type="bibr" rid="B1">Al-Khoury et al., 2019</xref>; <xref ref-type="bibr" rid="B107">Zhou et al., 2015</xref>). Murine FBGCs from RAW 264.7 and primary cells were analyzed by F4/80 staining to determine FBGC percentage per field (<xref ref-type="bibr" rid="B66">Majd et al., 2015</xref>; <xref ref-type="bibr" rid="B71">Morris et al., 2017</xref>). ELISA-based quantification of FBGCs on biomaterial surfaces is under investigation in our lab.</p>
</sec>
<sec id="s7">
<title>Key event 4: fibroblast recruitment and myofibroblast differentiation</title>
<p>Macrophage&#x2013;fibroblast crosstalk via TGF-&#x3b2;1, PDGF, IL-6, and IL-13 promotes chemotaxis and myofibroblast differentiation (<xref ref-type="bibr" rid="B75">Pakshir and Hinz, 2018</xref>; <xref ref-type="bibr" rid="B40">Holt et al., 2010</xref>; <xref ref-type="bibr" rid="B97">Witherel et al., 2019</xref>; <xref ref-type="bibr" rid="B72">Noskovicova et al., 2021a</xref>). Precise signaling mechanisms remain incompletely defined. Myofibroblasts are a pathophysiologically relevant activation state marked by excessive collagen production, contraction, and crosslinking (<xref ref-type="bibr" rid="B72">Noskovicova et al., 2021a</xref>). Their accumulation drives ECM contracture and may necessitate repeat surgeries for soft-tissue implants (<xref ref-type="bibr" rid="B10">Baker et al., 1981</xref>; <xref ref-type="bibr" rid="B26">Coleman et al., 1993</xref>).</p>
<p>Alpha-smooth muscle actin (&#x3b1;-SMA) is standard marker of myofibroblast differentiation (<xref ref-type="bibr" rid="B39">Hinz et al., 2001</xref>) and linked to fibrotic capsule formation. After silicone implantation in Sprague&#x2013;Dawley rats, capsule histology showed increased &#x3b1;-SMA&#x2013;positive cell densities than controls (<xref ref-type="bibr" rid="B64">Liu et al., 2022</xref>). In Sprague&#x2013;Dawley rats, &#x3b1;-SMA&#x2013;positive myofibroblast counts at the tissue interface correlated with capsule thickness after subcutaneous implantation of functionalized hernia meshes (<xref ref-type="bibr" rid="B101">Yang et al., 2025</xref>). In Wistar rats with functionalized or micropatterned silicone pads, capsule thickness correlated with &#x3b1;-SMA&#x2013;positive myofibroblast abundance (<xref ref-type="bibr" rid="B66">Majd et al., 2015</xref>). In C57BL/6 mice implanted with silicones of varying stiffness, capsule thickness correlated with &#x3b1;-SMA&#x2013;positive myofibroblast density (<xref ref-type="bibr" rid="B73">Noskovicova et al., 2021b</xref>).</p>
<p>Feedback in fibroblast&#x2013;macrophage crosstalk remains a data gap. Fibroblast-secreted mediators enhance FBGC formation, and direct contact enables macrophage fusion on non-permissive substrates (<xref ref-type="bibr" rid="B89">Stewart et al., 2024</xref>). Additionally, biomaterial integrin interaction can activate myofibroblast differentiation, independent of paracrine signals (<xref ref-type="bibr" rid="B73">Noskovicova et al., 2021b</xref>).</p>
<p>
<italic>In vitro</italic> assays include immunofluorescence of fibronectin ED-A and &#x3b1;-SMA in primary human dermal fibroblasts to assess myofibroblast differentiation (<xref ref-type="bibr" rid="B66">Majd et al., 2015</xref>; <xref ref-type="bibr" rid="B108">Zhou et al., 2016</xref>). A fibroblast outgrowth assay measures outgrowth distance of primary human dermal fibroblasts in coculture with THP-1&#x2013;derived macrophages on different surface chemistries (<xref ref-type="bibr" rid="B108">Zhou et al., 2016</xref>). A fibroblast migration assay quantifies velocity, directness, and forward migration index from live-cell imaging in macrophage&#x2013;substrate&#x2013;conditioned medium (<xref ref-type="bibr" rid="B49">Jannasch et al., 2017b</xref>).</p>
</sec>
<sec id="s8">
<title>Key event 5: extracellular matrix deposition</title>
<p>Fibrosis, including capsule formation, occurs when myofibroblast-mediated collagen synthesis exceeds degradation, causing collagen accumulation (<xref ref-type="bibr" rid="B99">Wynn, 2008</xref>). Capsule collagen abundance correlates with thickness. Histochemical collagen density correlated with capsule thickness after micropatterned silicone implantation in Wistar rats (<xref ref-type="bibr" rid="B66">Majd et al., 2015</xref>). Similarly, collagen density correlated with thickness after implanting silicones of varying stiffness, in C57BL/6 mice (<xref ref-type="bibr" rid="B73">Noskovicova et al., 2021b</xref>).</p>
<p>Intervention studies in Sprague&#x2013;Dawley rats support causality of collagen synthesis in capsule formation. Subcutaneous implantation of COL1A1 siRNA scaffolds downregulated collagen I (COL1A1) and significantly reduced capsule thickness at 2 and 4 weeks versus plain nanofibers (<xref ref-type="bibr" rid="B83">Rujitanaroj et al., 2013</xref>). Silicone implants coated with phosphorylcholine or collagen I synthesis inhibitor halofuginone lowered collagen I and III levels and reduced capsule thickness after 3&#xa0;months versus uncoated controls (<xref ref-type="bibr" rid="B103">Zeplin et al., 2010a</xref>; <xref ref-type="bibr" rid="B104">Zeplin et al., 2010b</xref>). Silicone coated with TGF-&#x3b2; inhibitor Tranilast similarly decreased collagen density and capsule thickness from 1 to 12&#xa0;weeks (<xref ref-type="bibr" rid="B76">Park et al., 2015</xref>).</p>
<p>
<italic>In vitro</italic> models enable ECM deposition analysis. A co-culture wound model of primary fibroblasts and macrophages embedded in matrix proteins (collagen, fibrin) and exposed to biomaterials enables quantifying collagen I (Western blot) and collagen I/III (histochemical staining) (<xref ref-type="bibr" rid="B50">Jannasch et al., 2019</xref>). Sircol and Fastin assays quantify collagen and elastin in rat dermal fibroblast&#x2013;alveolar macrophage co-cultures in agarose gels contacting polyamide with modified chemistries (<xref ref-type="bibr" rid="B27">Damanik et al., 2014</xref>).</p>
</sec>
<sec id="s9">
<title>Adverse outcome: fibrotic capsule formation</title>
<p>After preceding key events, a collagenous, largely avascular capsule envelops the biomaterial within 2&#x2013;4&#xa0;weeks after implantation (<xref ref-type="bibr" rid="B58">Kyriakides et al., 2004</xref>; <xref ref-type="bibr" rid="B6">Anderson et al., 2008</xref>). At this stage, the local response stabilizes, and inflammation subsides. However, this fibrotic capsule can isolate the device from surrounding tissue, impair performance, and ultimately render the implant nonfunctional (<xref ref-type="bibr" rid="B90">Sudarsanam et al., 2024</xref>).</p>
<p>Although capsule thickness is the benchmark in cited literature, the threshold of capsule formation with observed adverse effect on medical device or patient is decisive for regulation. While the causality is shown, quantitative correlation of capsule formation to clinical adverse outcomes goes beyond this work&#x2019;s scope.</p>
</sec>
<sec sec-type="discussion" id="s10">
<title>Discussion</title>
<p>This perspective initially applies the AOP framework to the FBR. The macrophage-centered AOP maps material&#x2013;host interactions into key events culminating in fibrotic encapsulation. This structure may guide early screening of biomaterials for low-FBR potential, promote methodology development anchored to key events, and provide assay templates to improve standardization across studies. This aligns with efforts to build AOPs for materials and nanomaterials (<xref ref-type="bibr" rid="B36">Halappanavar et al., 2020</xref>; <xref ref-type="bibr" rid="B13">Beasley et al., 2022</xref>).</p>
<p>Uncertainties remain and require targeted research. Key event relationships remain unresolved, particularly the transition from macrophage activation to FBGC formation and macrophage&#x2013;fibroblast crosstalk mechanisms (<xref ref-type="bibr" rid="B97">Witherel et al., 2019</xref>). Lymphocyte impact is not addressed due to conflicting data: some studies report macrophage modulation and B-cell chemotaxis (<xref ref-type="bibr" rid="B23">Chang et al., 2009</xref>; <xref ref-type="bibr" rid="B29">Doloff et al., 2017</xref>), while others indicate minimal involvement (<xref ref-type="bibr" rid="B59">Kyriakides et al., 2022</xref>; <xref ref-type="bibr" rid="B80">Rodriguez et al., 2009</xref>).</p>
<p>Several studies implicate cytokines, growth factors, and chemokines in capsule formation, yet their spatial and temporal distribution remain incompletely defined (<xref ref-type="bibr" rid="B38">Higgins et al., 2009</xref>). Progress from transcriptomics (<xref ref-type="bibr" rid="B63">Liang et al., 2024</xref>; <xref ref-type="bibr" rid="B64">Liu et al., 2022</xref>; <xref ref-type="bibr" rid="B61">Larsen et al., 2025</xref>), proteomics (<xref ref-type="bibr" rid="B86">Schoberleitner et al., 2023</xref>), and cell painting (<xref ref-type="bibr" rid="B55">Klinge et al., 2020</xref>) is encouraging, but more studies are needed for robust data. Large-scale screenings of biomaterial libraries to uncover quantitative structure&#x2013;function relationships remain lacking, although initial profiling of polymer libraries is promising (<xref ref-type="bibr" rid="B82">Rostam et al., 2020</xref>).</p>
<p>Factors beyond host&#x2013;material interactions influence FBR and are outside this AOP. Examples include patient-specific variables such as age and radiation, which affect capsular contracture in breast implants (<xref ref-type="bibr" rid="B8">Bachour et al., 2018</xref>). Biofilm impact in clinical context is highly controversial (<xref ref-type="bibr" rid="B77">Poppler et al., 2015</xref>). Implantation method and site affect FBR. Subcutaneous or peritoneal sites often achieve better outcomes than fat or muscle compartments (<xref ref-type="bibr" rid="B52">Kalashnikov et al., 2025</xref>).</p>
<p>Despite uncertainties, novel biomaterials are entering clinical development. To implement them in medical devices, biocompatibility testing must be sensitive to immunomodulation and FBR. As Anderson emphasized, ISO 10993 is a living document, and biocompatibility assessment is evolving with biomaterial features (<xref ref-type="bibr" rid="B4">Anderson, 2016</xref>). Therefore, advanced medical devices require appropriate FBR screening of immunomodulating biomaterials to ensure biological safety.</p>
<p>Investigators in biomaterials toxicology are encouraged to address data gaps identified here and build evidence needed for OECD-level acceptance of an AOP for FBR. Integrating spatial omics and imaging is crucial to fully understand and map cellular signals around implants. Coupling <italic>in vitro</italic> and <italic>in vivo</italic> data with clinical outcomes of biomaterials forms an integrated approach and can establish quantitative key event relationships. Curated datasets will accelerate AOP refinement and comparability across studies.</p>
<p>Reaching these goals will enable a defined approach for FBR assessment in regulatory toxicology anchored to an AOP. Thereby, we may predict how material properties influence encapsulation and engineer devices toward a favorable, low-FBR outcome. This will render biocompatibility assessment more mechanistic and human-relevant, supporting safe translation of next-generation biomaterials.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s11">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s17">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="s12">
<title>Author contributions</title>
<p>TM: Writing &#x2013; original draft, Visualization, Investigation, Writing &#x2013; review and editing. SK: Writing &#x2013; review and editing, Supervision. JS: Supervision, Writing &#x2013; review and editing, Funding acquisition.</p>
</sec>
<sec sec-type="COI-statement" id="s14">
<title>Conflict of interest</title>
<p>The author(s) declared that this work 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="ai-statement" id="s15">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was used in the creation of this manuscript. FhGenie (model: Open AI GPT, version: GPT-5, source: FhGenie platform) was used solely to shorten and edit the manuscript text. FhGenie is not listed as an author. All AI-edited content was checked for factual accuracy and plagiarism. The final prompts are provided in the <xref ref-type="sec" rid="s17">Supplementary Material</xref>.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="s16">
<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 sec-type="supplementary-material" id="s17">
<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/ftox.2026.1735871/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/ftox.2026.1735871/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.pdf" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<fn-group>
<fn fn-type="custom" custom-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1359098/overview">Sara Bridio</ext-link>, Joint Research Centre (JRC), Italy</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2576480/overview">Amy Madl</ext-link>, Valeo Sciences LLC, United States</p>
</fn>
</fn-group>
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