﻿<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta>
      <journal-id journal-id-type="nlm-ta">J Transl Genet Genom.</journal-id>
      <journal-id journal-id-type="publisher-id">JTGG</journal-id>
      <journal-title-group>
        <journal-title>Journal of Translational Genetics and Genomics</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2578-5281</issn>
      <publisher>
        <publisher-name>OAE Publishing Inc.</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.20517/jtgg.2026.112</article-id>
      <article-categories>
        <subj-group>
          <subject>Commentary</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>The temporal state-dependent fibrotic niche: a paradigm shift or a refinement of metastatic complexity? Examining the <italic>Areg-EGFR-Tnc-TLR4</italic> circuit as a case study</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Zhou</surname>
            <given-names>Xingqin</given-names>
          </name>
          <xref ref-type="aff" rid="I1">
            <sup>1</sup>
          </xref>
          <xref ref-type="aff" rid="I#">
            <sup>#</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Cui</surname>
            <given-names>Xiaohong</given-names>
          </name>
          <xref ref-type="aff" rid="I2">
            <sup>2</sup>
          </xref>
          <xref ref-type="aff" rid="I#">
            <sup>#</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author" corresp="yes">
          <name>
            <surname>Zhang</surname>
            <given-names>Haijian</given-names>
          </name>
          <xref ref-type="aff" rid="I1">
            <sup>1</sup>
          </xref>
          <xref ref-type="corresp" rid="cor1" />
          <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-2516-4215</contrib-id>
        </contrib>
      </contrib-group>
      <aff id="I1">
        <sup>1</sup>Research Center of Clinical Medicine and Department of Radiation Oncology, Affiliated Hospital of Nantong University, and Department of Immunology, Medical School of Nantong University, Nantong 226001, Jiangsu, China.</aff>
      <aff id="I2">
        <sup>2</sup>Department of General Surgery, Shanghai Electric Power Hospital, Shanghai 200050, China.</aff>
      <aff id="I#">
        <sup>#</sup>Contributed equally to this work</aff>
      <author-notes>
        <corresp id="cor1">Correspondence to: Prof. Haijian Zhang, Research Center of Clinical Medicine and Department of Radiation Oncology, Affiliated Hospital of Nantong University, and Department of Immunology, Medical School of Nantong University, Nantong 226001, Jiangsu, China. E-mail: <email>hjzhang@ntu.edu.cn</email></corresp>
        <fn fn-type="other">
          <p>
            <bold>Received:</bold> 12 Aug 2026 | <bold>First Decision:</bold> 15 Sep 2026 | <bold>Revised:</bold> 28 Sep 2026 | <bold>Accepted:</bold> 13 Oct 2026 | <bold>Published:</bold> 27 Oct 2026</p>
        </fn>
        <fn fn-type="other">
          <p>
            <bold>Academic Editor:</bold> Zhongheng Zhang | <bold>Copy Editor:</bold> Ping Zhang | <bold>Production Editor:</bold> Ping Zhang</p>
        </fn>
      </author-notes>
	  <pub-date pub-type="ppub">
        <year>2026</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>27</day>
        <month>10</month>
        <year>2026</year>
      </pub-date>
      <volume>10</volume>
	   <issue>4</issue>
	    <fpage>592</fpage>
	  <lpage>8</lpage>
      <permissions>
        <copyright-statement>© The Author(s) 2026.</copyright-statement>
        <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
          <license-p>© The Author(s) 2026. <bold>Open Access</bold> This article is licensed under a Creative Commons Attribution 4.0 International License (<uri xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</uri>), which permits unrestricted use, sharing, adaptation, distribution and reproduction in any medium or format, for any purpose, even commercially, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.</license-p>
        </license>
      </permissions>
    </article-meta>
  </front>
  <body>
    <sec id="sec1">
      <title>INTRODUCTION</title>
      <p>A persistent challenge in lung metastasis biology is explaining the landing-to-outgrowth decision. Tumor cells can reach a distant organ, yet only some establish persistent lesions. How the host microenvironment converts an engraftment event into a stable tumor-supportive program remains unclear. Although the “pre-metastatic niche” concept is influential, its precise molecular and cellular architects remain poorly defined.</p>
      <p>Fibrotic lung regions correlate with poor outcomes and may harbor permissive features-matrix remodeling, inflammatory cues, and altered immune homeostasis. However, “fibrosis” is not uniform. Different fibroblast programs co-exist across anatomical niches and injury timelines, potentially yielding distinct outputs for tumor adhesion, survival, and immune evasion. Thus, which fibroblast state(s) and temporal windows maximize early colonization?</p>
      <p>In this context, Cardoso <italic>et al.</italic><sup>[<xref ref-type="bibr" rid="B1">1</xref>]</sup> delineate how specific molecular circuits within these early fibrotic niches dictate permissiveness, moving beyond correlation toward mechanism. Their work bridges fibrotic niche biology with metastatic fate control, building on alveolar fibroblasts in pulmonary fibrosis and matrix remodeling<sup>[<xref ref-type="bibr" rid="B2">2</xref>]</sup>. This commentary explores the “temporal state-dependent fibrotic niche”, using the Amphiregulin (<italic>Areg</italic>)-Epidermal Growth Factor Receptor (<italic>EGFR</italic>)-Tenascin C (<italic>Tnc</italic>)-Toll-like Receptor 4 (<italic>TLR4</italic>) circuit as an example. However, does this framework represent a paradigm shift or a granular refinement of existing concepts, raising questions about therapeutic leverage?</p>
    </sec>
    <sec id="sec2">
      <title>THE <italic>AREG-EGFR-TNC-TLR4</italic> CIRCUIT: A CENTRAL MECHANISM OR ONE NODE?</title>
      <p>Cardoso <italic>et al.</italic><sup>[<xref ref-type="bibr" rid="B1">1</xref>]</sup> showed that early fibrotic niches become tumor-permissive through an epithelial-stromal-immune signaling axis. Mutated epithelial programs activate <italic>EGFR</italic> in neighboring fibroblasts via <italic>Areg</italic>. This signaling drives fibroblast reprogramming and <italic>Tnc</italic> secretion. <italic>Tnc</italic> then signals through <italic>TLR4</italic> on alveolar macrophages. This shifts immune behavior and creates a permissive microenvironment that suppresses antitumor immunity<sup>[<xref ref-type="bibr" rid="B1">1</xref>]</sup>. However, detailed myeloid/T-cell phenotypes and downstream effects on T-cell function require deeper investigation. These events can occur before overt malignancy-driven dissemination, aligning with pre-metastatic niche theory while emphasizing local early niche construction<sup>[<xref ref-type="bibr" rid="B3">3</xref>]</sup>. Whether this circuit is a master regulator or one of several parallel/redundant pathways remains unclear. Although hepatocellular carcinoma (HCC)-derived exosomal signals can pre-condition the microenvironment<sup>[<xref ref-type="bibr" rid="B4">4</xref>]</sup>, direct evidence that <italic>Areg-EGFR-Tnc-TLR4</italic> orchestrates this in HCC is limited. Mechanistically, this circuit exemplifies how fibroblast state transitions are co-opted to generate a tumor-compatible immune-matrix environment<sup>[<xref ref-type="bibr" rid="B1">1</xref>,<xref ref-type="bibr" rid="B2">2</xref>]</sup>.</p>
      <p>Extracellular-vesicle-mediated communication is another major mechanism reshaping stromal and immune compartments during niche formation<sup>[<xref ref-type="bibr" rid="B5">5</xref>]</sup>, but its interplay with this axis remains largely unexplored.</p>
    </sec>
    <sec id="sec3">
      <title>DEFINING AND OPERATIONALIZING THE COLONIZATION WINDOW: BEYOND A TEMPORAL CONCEPT?</title>
      <p>Disseminated tumor cells entering lung tissue face converging constraints: adhesion/growth initiation, survival under immune pressure, and durable niche architecture. A permissive microenvironment must satisfy these demands simultaneously, with timing matching early metastatic kinetics [<xref ref-type="fig" rid="fig1">Figure 1</xref>].</p>
      <fig id="fig1" position="float">
        <label>Figure 1</label>
        <caption>
          <p>The <italic>Areg-EGFR-Tnc-TLR4</italic> Signaling Axis Orchestrates a Temporal State-Dependent Fibrotic Niche for Lung Colonization. This schematic illustrates the intricate molecular and cellular mechanisms by which early fibrotic niches establish tumor-permissive microenvironments, facilitating lung colonization by disseminated tumor cells. The process initiates with mutated epithelial cells secreting amphiregulin (<italic>Areg</italic>), which then binds to and activates epidermal growth factor receptors (<italic>EGFR</italic>) on adjacent Fibroblasts. This triggers fibroblast reprogramming, leading to the robust secretion of Tenascin-C (<italic>Tnc</italic>). Subsequently, <italic>Tnc</italic> engages Toll-like Receptor 4 (<italic>TLR4</italic>) on alveolar macrophages, resulting in profound immune microenvironment rewiring that favors tumor progression; This orchestrated signaling cascade culminates in the formation of a tumor-permissive fibrotic niche envelope around invading tumor cells. This niche is characterized by critical alterations including ECM remodeling, significant mechanical restructuring of the extracellular matrix, and an altered immune homeostasis that suppresses antitumor immunity. These events occur within a Critical Early Window, also termed the Colonization Window, which is crucial for successful tumor engraftment and survival. Underlying this process are dynamic fibroblast fate transitions, where distinct fibroblast states, such as inflammatory fibroblasts (IFs) and fibrotic fibroblasts (FFs), contribute to the permissive conditions of the niche. This highlights that the specific state and timing of the fibrotic microenvironment are pivotal determinants of metastatic success. ECM: Extracellular matrix.</p>
        </caption>
        <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="jtgg60112.fig.1.jpg" />
      </fig>
      <p>The “colonization window” is the critical interval after dissemination during which cells either establish a persistent lesion or are eradicated.</p>
      <p>1. Start Point: The arrival of circulating tumor cells (CTCs) in the pulmonary microvasculature and their initial extravasation. However, precise clinical detection of this “start point” presents significant diagnostic hurdles, challenging its real-world applicability.</p>
      <p>2. End Point: Successful formation of a stable, self-sustaining micrometastasis or complete clearance of tumor cells by host defenses. Tumor cell dormancy and outgrowth dynamics heterogeneity complicates a universal “end point” definition.</p>
      <p>3. Relationship With Dormancy/Reactivation: The colonization window likely precedes or critically influences subsequent dormancy or reactivation phases. Successful colonization might lead to rapid outgrowth or dormant lesions; failure leads to elimination. Microenvironmental cues dictate cellular fate. Clear conceptual demarcation from the broader dormancy-outgrowth continuum is required.</p>
      <p>Within an inflammatory-fibrotic continuum, permissiveness plausibly emerges through at least three mechanisms, orchestrated by the <italic>Areg-EGFR-Tnc-TLR4</italic> circuit identified by Cardoso <italic>et al.</italic><sup>[<xref ref-type="bibr" rid="B1">1</xref>]</sup>:</p>
      <p>1. Early Inflammatory Signaling: Inflammatory fibroblast states produce chemokine- and interferon-associated cues that promote engraftment and local growth initiation.</p>
      <p>2. Extracellular Matrix (ECM) Quantity/Quality and Matricellular Support: Fibrotic differentiation remodels ECM composition and mechanics, affecting integrin engagement and survival. Matricellular proteins, such as <italic>Tnc</italic><sup>[<xref ref-type="bibr" rid="B6">6</xref>]</sup>, translate ECM remodeling into tumor-compatible signaling<sup>[<xref ref-type="bibr" rid="B1">1</xref>]</sup>. However, Tnc’s context-dependent pro- or antitumorigenic roles raise questions about its universal pro-metastatic nature.</p>
      <p>3. Immune Homeostasis Reprogramming: Fibrotic niche programs reduce cytotoxic constraints and promote immune-compatible survival. Thus, inflammatory-fibrotic coupling may be an immune-ECM integrated switch governing progression from “landing” to sustained survival<sup>[<xref ref-type="bibr" rid="B7">7</xref>]</sup>. <italic>Tnc-TLR4</italic> signaling on alveolar macrophages<sup>[<xref ref-type="bibr" rid="B1">1</xref>]</sup> exemplifies this reprogramming<sup>[<xref ref-type="bibr" rid="B8">8</xref>]</sup>.</p>
    </sec>
    <sec id="sec4">
      <title>DISTINGUISHING FIBROTIC STATES: A CLINICALLY TRACTABLE FRAMEWORK?</title>
      <p>Fang <italic>et al.</italic><sup>[<xref ref-type="bibr" rid="B9">9</xref>]</sup> showed Runt-related transcription factor 2 (<italic>RUNX2</italic>) promotes fibrosis via an alveolar-to-pathological fibroblast transition. This reinforces a critical principle - fibroblast permissiveness depends on which transition route is selected, not on fibrosis presence alone. Upon <italic>Areg-EGFR</italic> activation, distinct fibroblast states could orchestrate the permissive microenvironment<sup>[<xref ref-type="bibr" rid="B1">1</xref>]</sup>.</p>
      <p>Together, Fang <italic>et al.</italic> and the detailed circuit defined by Cardoso <italic>et al.</italic> imply that the “fibrotic niche” should be treated as a set of distinguishable lineage states along an inflammatory-fibrotic continuum<sup>[<xref ref-type="bibr" rid="B1">1</xref>,<xref ref-type="bibr" rid="B2">2</xref>,<xref ref-type="bibr" rid="B9">9</xref>]</sup>. Metastatic timing may determine which state is encountered by tumor cells during the colonization window, modulating whether fibrosis acts as a barrier, a bystander, or a permissive organizer.</p>
      <p>1. Inflammatory-Phase Stroma: Characterized by early fibroblast activation, inflammatory cells (e.g., M1 macrophages), elevated pro-inflammatory cytokines, and initial ECM remodeling. This phase may create an early permissive environment by providing growth factors, promoting angiogenesis, and initiating immune tolerance. Candidate markers include specific fibroblast activation markers (e.g., Alpha-smooth muscle actin) in conjunction with inflammatory cytokines (e.g., Interleukin-6).</p>
      <p>2. Mature Scar Fibrotic Stroma: Defined by extensive ECM deposition (e.g., high collagen I/III ratio), reduced cellularity, and decreased vascularization, potentially creating an immunosuppressive or tumor-suppressive environment due to physical barriers and nutrient limitations. This phase might challenge tumor cells, driving dormancy or requiring stromal remodeling for outgrowth. Candidate markers include high levels of mature collagen and reduced cellularity.</p>
      <p>This view also resonates with dormancy/reactivation models in which ECM composition and senescence-associated stromal programs regulate the time window for tumor outgrowth<sup>[<xref ref-type="bibr" rid="B8">8</xref>,<xref ref-type="bibr" rid="B10">10</xref>]</sup>. Fibrosis may be pro-metastatic only when its dominant state synchronizes with early tumor phase demands. This synchronization hypothesis highlights therapeutic timing challenges: knowing the dominant state and early tumor-phase demand simultaneously for each patient is a major diagnostic hurdle. <xref ref-type="table" rid="t1">Table 1</xref> briefly compares the studies by Cardoso <italic>et al.</italic><sup>[<xref ref-type="bibr" rid="B1">1</xref>]</sup>, Zhu <italic>et al.</italic><sup>[<xref ref-type="bibr" rid="B2">2</xref>]</sup>, and Fang <italic>et al.</italic><sup>[<xref ref-type="bibr" rid="B9">9</xref>]</sup>.</p>
      <table-wrap id="t1">
        <label>Table 1</label>
        <caption>
          <p>Comparative overview of key studies on fibrotic niches and lung metastasis.</p>
        </caption>
        <table frame="hsides" rules="groups">
          <thead>
            <tr>
              <td style="border-bottom:1;">
                <bold>Study</bold>
              </td>
              <td style="border-bottom:1;">
                <bold>Core finding</bold>
              </td>
              <td style="border-bottom:1;">
                <bold>Research model</bold>
              </td>
              <td style="border-bottom:1;">
                <bold>Key cell types</bold>
              </td>
              <td style="border-bottom:1;">
                <bold>Impact on niche formation/metastasis</bold>
              </td>
            </tr>
          </thead>
          <tbody>
            <tr>
              <td>Cardoso <italic>et al.</italic><sup>[<xref ref-type="bibr" rid="B1">1</xref>]</sup></td>
              <td>Identified the <italic>Areg-EGFR-Tnc-TLR4</italic> circuit as a key epithelial-stromal-immune signaling axis establishing early tumor-permissive fibrotic niches</td>
              <td>Mouse models of lung metastasis, cell line-based assays</td>
              <td>Mutated epithelial cells, fibroblasts, alveolar macrophages</td>
              <td>Provides a mechanistic wiring diagram for early niche permissiveness</td>
            </tr>
            <tr>
              <td>Zhu <italic>et al.</italic><sup>[<xref ref-type="bibr" rid="B2">2</xref>]</sup></td>
              <td>Emphasized the crucial role of alveolar fibroblasts and their transitions (e.g., inflammatory-to-fibrotic) in driving pulmonary fibrosis and influencing tumor outcomes</td>
              <td>
                <italic>In vitro</italic> fibroblast studies, pulmonary fibrosis models</td>
              <td>Alveolar fibroblasts</td>
              <td>Highlights dynamic fibroblast fate decisions as critical determinants of microenvironmental context</td>
            </tr>
            <tr>
              <td>Fang <italic>et al.</italic><sup>[<xref ref-type="bibr" rid="B9">9</xref>]</sup></td>
              <td>Uncovered RUNX2 as a transcriptional regulator promoting fibrosis via an alveolar-to-pathological fibroblast transition, influencing the permissiveness of fibrotic niches</td>
              <td>Mouse models of lung fibrosis, genetic mouse models</td>
              <td>Alveolar fibroblasts, pathological fibroblasts</td>
              <td>Reveals specific fibroblast lineage transitions that dictate niche permissiveness through transcriptional reprogramming</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn>
            <p><italic>Areg-EGFR-Tnc-TLR4</italic>: Amphiregulin-epidermal growth factor receptor-tenascin C-toll-like receptor 4; <italic>RUNX2</italic>: runt-related transcription factor 2.</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
    </sec>
    <sec id="sec5">
      <title>KEY QUESTIONS FOR THE TEMPORAL STATE-DEPENDENT FIBROTIC NICHE</title>
      <p>Three testable questions emerge:</p>
      <p>1. Which Fibroblast State Is Required for Colonization? Early metastasis may rely on inflammatory fibroblast dominance (supporting engraftment) or fibrotic consolidation (supporting survival and stable niches). Determining whether this dependency is time-dependent would refine the “colonization window” concept<sup>[<xref ref-type="bibr" rid="B2">2</xref>,<xref ref-type="bibr" rid="B9">9</xref>]</sup>. Identifying which fibroblast states are most susceptible to <italic>Areg-EGFR</italic> co-option is critical<sup>[<xref ref-type="bibr" rid="B1">1</xref>]</sup>. However, isolating transient fibroblast states in vivo remains technically challenging. If inflammatory versus fibrotic states carry distinct signatures, state-defined fibroblast biomarkers may predict early metastatic lesion formation. Yet, robust non-invasive detection of subtle, localized, heterogeneous fibroblast signatures is questionable, and defining permissive timing retrospectively offers little therapeutic advantage.</p>
      <p>2. How To Block Permissive Remodeling Without Creating Alternative Routes? Targeting pathway nodes (e.g., Transforming growth factor-beta nodes from lineage transitions<sup>[<xref ref-type="bibr" rid="B2">2</xref>]</sup>, or <italic>Areg-EGFR-Tnc-TLR4</italic><sup>[<xref ref-type="bibr" rid="B1">1</xref>]</sup>) may reduce permissive outputs but could reconfigure inflammation and immune balance<sup>[<xref ref-type="bibr" rid="B1">1</xref>,<xref ref-type="bibr" rid="B2">2</xref>]</sup>. Interventions must inhibit permissive state transitions without compensatory inflammatory-to-fibrotic trajectories that restore permissiveness. This demands exhaustive understanding of compensatory and redundant pathways.</p>
      <p>Beyond targeted inhibitors, innovative therapies such as the oncolytic virus VG161 - which reshapes the immunosuppressive and stromal microenvironment in advanced HCC - highlight the feasibility of converting a permissive niche into an antitumor immune response<sup>[<xref ref-type="bibr" rid="B11">11</xref>]</sup>. <italic>AREG</italic> is an attractive translational node because it bridges fibrosis-associated signaling and tumor-related permissiveness<sup>[<xref ref-type="bibr" rid="B1">1</xref>]</sup>. Yet interventions must be timed and state-matched to the colonization window to ensure net suppression rather than niche rewiring. Increasing evidence suggests microenvironmental components evolve through temporally distinct states, making stage-matched targeting important<sup>[<xref ref-type="bibr" rid="B12">12</xref>]</sup>.</p>
    </sec>
    <sec id="sec6">
      <title>LIMITATIONS AND FUTURE PERSPECTIVES</title>
      <p>1. Reliance On Animal Models: Much evidence, including Cardoso <italic>et al.</italic><sup>[<xref ref-type="bibr" rid="B1">1</xref>]</sup>, derives from <italic>in vitro</italic> studies and mouse models. Human validation using samples, patient-derived organoids, and clinical cohorts is needed.</p>
      <p>2. Compensatory Pathways: Biological systems are redundant. Targeting <italic>Areg-EGFR-Tnc-TLR4</italic> might trigger compensatory pathways in epithelial, stromal, or immune compartments, causing resistance or alternative pro-metastatic mechanisms. Systems biology approaches are needed to anticipate and mitigate these responses.</p>
      <p>3. Clinical Translation Challenges: Developing specific, safe inhibitors, stratifying patients by niche state, and timing interventions within the dynamic colonization window remain difficult. Tumor and microenvironment heterogeneity further complicates one-size-fits-all approaches.</p>
      <p>4. Detailed Immunosuppression Mechanisms: Although <italic>Tnc-TLR4</italic> signaling on alveolar macrophages promotes immunosuppression, precise downstream myeloid and T-cell phenotypes remain conceptual. Future work should define immune cell subsets, functional states, and molecular mediators to identify immunotherapy targets<sup>[<xref ref-type="bibr" rid="B13">13</xref>]</sup>. The context-dependent nature of <italic>TLR4</italic> signaling implies that simple blockade may have unintended systemic consequences or alter beneficial immune responses. A nuanced understanding of the pro-tumorigenic outcome of <italic>Tnc-TLR4</italic> signaling is paramount before considering it broadly actionable.</p>
    </sec>
    <sec id="sec7">
      <title>CONCLUSION: FATE CONTROL -DISTANT HORIZON OR A REDEFINED PATH?</title>
      <p>Cardoso <italic>et al.</italic><sup>[<xref ref-type="bibr" rid="B1">1</xref>]</sup> provide a mechanistic cornerstone, defining <italic>Areg-EGFR-Tnc-TLR4</italic> as a central driver of tumor-permissive early fibrotic niches. This moves lung colonization biology from correlation to a molecular and cellular wiring diagram. Integrated with fibroblast fate programs<sup>[<xref ref-type="bibr" rid="B2">2</xref>]</sup> and RUNX2-regulated pathological transitions<sup>[<xref ref-type="bibr" rid="B9">9</xref>]</sup>, a more operational picture emerges: lung colonization is governed by lineage-specific, time-resolved niche wiring, not by fibrosis as a binary attribute. This commentary proposes the “temporal state-dependent fibrotic niche” as a unifying framework: the timing and specific state of the fibrotic microenvironment dictate its role in metastatic progression. Yet its impact depends on clinical actionability. If future studies validate lineage-resolved fibroblast states and enable targeted interventions, the field may move toward controlling early metastasis. However, formidable diagnostic hurdles and biological complexity demand realistic appraisal. The promise of “fate control” remains distant, requiring not only mechanistic elucidation but a fundamental leap in monitoring and manipulating these microenvironmental states in real time. Without such advances, this mechanistic understanding, while invaluable for basic science, risks remaining a testament to biological complexity rather than a direct path to clinical triumph.</p>
    </sec>
  </body>
  <back>
    <sec>
      <title>DECLARATIONS</title>
      <sec>
        <title>Authors’ contributions</title>
        <p>Critically reviewed the literature and take responsibility for the integrity and accuracy of the analysis and interpretation presented in this commentary: Zhou X, Cui X, Zhang H</p>
        <p>Study concept and design, supervised the study: Zhang H</p>
        <p>Drafted the manuscript: Zhou X, Cui X</p>
        <p>All authors have read and approved the final manuscript.</p>
      </sec>
      <sec>
        <title>Availability of data and materials</title>
        <p>Not applicable.</p>
      </sec>
      <sec>
        <title>AI and AI-assisted tools statement</title>
        <p>During the preparation of this manuscript, the AI tool ChatGPT (version GPT-6.1 Sol, released 2026-09-29) was used solely for language editing. The tool did not influence the study design, data collection, analysis, interpretation, or the scientific content of the work. All authors take full responsibility for the accuracy, integrity, and final content of the manuscript.</p>
      </sec>
      <sec>
        <title>Financial support and sponsorship</title>
        <p>This work was supported by the National Natural Science Foundation of China (81401988), China Postdoctoral Science Foundation (2019M661907), Jiangsu Postdoctoral Science Foundation (2019K159, 2019Z153), General Project of Jiangsu Provincial Health Committee (H2023136), General Project of Nantong Municipal Health Committee (MS2023013), Jiangsu Provincial Research Hospital (YJXYY202204-YSB28), Project of the Nantong Municipal Health Commission (MS2024010), and Nantong Social Livelihood Science and Technology Program (MSZ2025007).</p>
      </sec>
      <sec>
        <title>Conflicts of interest</title>
        <p>Zhang H is a Youth Editorial Board Member of the <italic>Journal of Translational Genetics and Genomics</italic>. Zhang H was not involved in any steps of editorial processing, including reviewer selection, manuscript handling, and decision-making. The other authors declare that there are no conflicts of interest.</p>
        </sec>
		<sec>
		<title>Ethical approval and consent to participate</title>
		<p>Not applicable.</p>
      </sec>
      <sec>
        <title>Consent for publication</title>
        <p>Not applicable.</p>
      </sec>
      <sec>
        <title>Copyright</title>
        <p>© The Author(s) 2026.</p>
      </sec>
    </sec>
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