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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Oncol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Oncology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Oncol.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2234-943X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fonc.2025.1740112</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Mini Review</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>MRD in multiple myeloma: the clinical perspective</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Caravita di Toritto</surname><given-names>Tommaso</given-names></name>
<xref ref-type="corresp" rid="c001"><sup>*</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3257576/overview"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author">
<name><surname>Rago</surname><given-names>Angela</given-names></name>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &amp; editing</role>
</contrib>
</contrib-group>
<aff id="aff1"><institution>UOSD Ematologia, ASL Roma 1</institution>, <city>Rome</city>,&#xa0;<country country="it">Italy</country></aff>
<author-notes>
<corresp id="c001"><label>*</label>Correspondence: Tommaso Caravita di Toritto, <email xlink:href="mailto:tommaso.caravita@aslroma1.it">tommaso.caravita@aslroma1.it</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-27">
<day>27</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>15</volume>
<elocation-id>1740112</elocation-id>
<history>
<date date-type="received">
<day>05</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>19</day>
<month>12</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>12</day>
<month>12</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Caravita di Toritto and Rago.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Caravita di Toritto and Rago</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-27">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>Minimal residual disease (MRD) has emerged as a key prognostic factor in multiple myeloma (MM), allowing a more accurate evaluation of treatment efficacy beyond conventional complete remission. High-sensitivity techniques, including next-generation flow cytometry (NGF), next-generation sequencing (NGS), and allele-specific oligonucleotide quantitative PCR, enable detection of residual disease at levels of 10<sup>&#x2212;5</sup>&#x2013;10<sup>&#x2212;6</sup>. Achieving MRD negativity is consistently associated with prolonged progression-free survival (PFS) and overall survival (OS) across different disease settings. In 2024, the U.S. Food and Drug Administration Oncologic Drugs Advisory Committee unanimously recognized MRD negativity as a primary endpoint in MM clinical trials, reinforcing its role as a validated surrogate of clinical benefit. This review summarizes current MRD detection methods and discusses how MRD assessment, interpreted in the context of recent pivotal clinical trials, may provide a practical framework to guide future treatment strategies in MM.</p>
</abstract>
<kwd-group>
<kwd>multiple myeloma</kwd>
<kwd>minimal residual disease</kwd>
<kwd>MRD</kwd>
<kwd>progression-free survival</kwd>
<kwd>next-generation sequencing</kwd>
<kwd>flow cytometry</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was not received for this work and/or its publication.</funding-statement>
</funding-group>
<counts>
<fig-count count="0"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="23"/>
<page-count count="4"/>
<word-count count="834"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Hematologic Malignancies</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Multiple myeloma (MM) is a biologically heterogeneous plasma cell malignancy characterized by repeated relapses despite substantial therapeutic advances (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B4">4</xref>). Although modern frontline regimens allow complete remission (CR) rates exceeding 70%, residual disease often persists below the limits of conventional response criteria, contributing to disease recurrence (<xref ref-type="bibr" rid="B5">5</xref>&#x2013;<xref ref-type="bibr" rid="B7">7</xref>).</p>
<p>The concept of minimal residual disease (MRD) was formally incorporated into the International Myeloma Working Group (IMWG) response criteria in 2015, recognizing its superior sensitivity and prognostic value compared with standard CR (<xref ref-type="bibr" rid="B7">7</xref>). Since then, MRD negativity has emerged as one of the most powerful predictors of long-term outcomes in MM, across both newly diagnosed and relapsed settings (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>).</p>
<p>Beyond its established prognostic significance, increasing evidence from recent clinical trials suggests that MRD assessment may offer a practical tool to support future response-adapted treatment strategies in MM (<xref ref-type="bibr" rid="B8">8</xref>&#x2013;<xref ref-type="bibr" rid="B14">14</xref>).</p>
</sec>
<sec id="s2">
<title>MRD detection techniques</title>
<p>MRD can be assessed in the bone marrow using multiparametric techniques or evaluated at the whole-body level through functional imaging (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>).</p>
<p>Next-generation flow cytometry (NGF) allows the identification of aberrant plasma cells with sensitivities reaching 10<sup>&#x2212;5</sup>&#x2013;10<sup>&#x2212;6</sup> and does not require a baseline diagnostic sample (<xref ref-type="bibr" rid="B15">15</xref>). NGF is widely applicable and standardized through EuroFlow protocols, although its accuracy may be influenced by hemodilution and sampling variability.</p>
<p>Next-generation sequencing (NGS) enables highly sensitive detection of clonal immunoglobulin gene rearrangements, with sensitivities up to 10<sup>&#x2212;6</sup> (<xref ref-type="bibr" rid="B16">16</xref>). NGS provides reproducible results across centers but requires a baseline sample and centralized laboratory platforms.</p>
<p>Allele-specific oligonucleotide quantitative PCR (ASO-qPCR) can achieve sensitivities around 10<sup>&#x2212;5</sup> but is technically demanding and has been largely supplanted by NGS in contemporary clinical trials (<xref ref-type="bibr" rid="B17">17</xref>).</p>
<p>Extramedullary disease and spatial heterogeneity can be assessed using imaging techniques. Positron emission tomography/computed tomography (PET/CT) and whole-body magnetic resonance imaging (MRI), particularly when including diffusion-weighted imaging (DWI), complement bone marrow-based MRD evaluation (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>). The combination of molecular and imaging negativity defines the deepest category of response (<xref ref-type="bibr" rid="B2">2</xref>).</p>
</sec>
<sec id="s3">
<title>Clinical relevance of MRD</title>
<p>Across multiple prospective studies and randomized clinical trials, MRD negativity has been consistently associated with improved PFS and OS in both newly diagnosed and relapsed/refractory MM (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>). This prognostic value is maintained across treatment settings, including transplant-eligible and transplant-ineligible patients (<xref ref-type="bibr" rid="B8">8</xref>&#x2013;<xref ref-type="bibr" rid="B14">14</xref>).</p>
<p>Importantly, MRD negativity retains its predictive significance even in patients with high-risk cytogenetic abnormalities, suggesting that deep responses may partially mitigate adverse biological features (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B20">20</xref>).</p>
</sec>
<sec id="s4">
<title>MRD kinetics</title>
<p>Beyond single timepoint assessment, MRD kinetics provide additional clinically relevant information. Sustained MRD negativity over time has been associated with the most favorable long-term outcomes. Conversely, persistent MRD positivity identifies patients at increased risk of early progression. Conversion from MRD-negative to MRD-positive status frequently precedes biochemical relapse, potentially allowing earlier therapeutic intervention (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B21">21</xref>).</p>
</sec>
<sec id="s5">
<title>MRD-guided treatment strategies: clinical implications</title>
<p>Recent pivotal trials have provided insights into how MRD assessment may inform future treatment strategies.</p>
<p>In transplant-eligible patients, studies such as PERSEUS and MASTER have demonstrated that modern quadruplet induction regimens achieve high rates of MRD negativity (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>). In this setting, MRD assessment may help identify patients who derive maximal benefit from consolidation strategies or, conversely, those who may be candidates for simplified maintenance approaches.</p>
<p>In transplant-ineligible patients, trials including MAIA, CEPHEUS, IMROZ, and ISKIA have shown that antibody-based combinations result in deep and durable responses (<xref ref-type="bibr" rid="B8">8</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B14">14</xref>). In this context, MRD evaluation could support treatment optimization by identifying patients who may benefit from prolonged therapy or intensified approaches.</p>
<p>Following cellular therapies, including CAR-T cells, early MRD negativity has been strongly associated with durable remissions (<xref ref-type="bibr" rid="B22">22</xref>). Emerging data also suggest that MRD dynamics may inform the integration and sequencing of novel immunotherapies, such as bispecific antibodies, although further prospective validation is required (<xref ref-type="bibr" rid="B23">23</xref>).</p>
</sec>
<sec id="s6">
<title>Integration of MRD with imaging</title>
<p>Bone marrow MRD assessment alone may underestimate disease burden due to spatial heterogeneity. Functional imaging with PET/CT or whole-body MRI with DWI provides complementary information by detecting focal or extramedullary disease (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B23">23</xref>). Combined molecular and imaging MRD negativity identifies patients with the deepest responses and the most favorable outcomes (<xref ref-type="bibr" rid="B2">2</xref>).</p>
</sec>
<sec id="s7">
<title>Challenges in clinical implementation</title>
<p>Despite strong evidence supporting its prognostic value, routine MRD testing faces challenges, including assay standardization, access to high-sensitivity technologies, cost considerations, and the lack of universally accepted MRD-driven treatment algorithms (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B6">6</xref>).</p>
</sec>
<sec id="s8">
<title>Future perspectives</title>
<p>Ongoing research aims to refine MRD detection techniques, explore non-invasive approaches such as circulating tumor DNA, and prospectively validate MRD-guided treatment strategies. Integrating MRD into risk-adapted, personalized treatment pathways may help optimize long-term disease control while minimizing treatment-related toxicity (<xref ref-type="bibr" rid="B2">2</xref>).</p>
</sec>
<sec id="s9" sec-type="conclusions">
<title>Conclusion</title>
<p>MRD assessment has evolved from a research tool to a key component of MM management. Beyond its prognostic significance, MRD evaluation&#x2014;interpreted in the context of recent clinical trial data&#x2014;may support future response-adapted therapeutic strategies. Continued efforts toward standardization and clinical integration will be essential to fully realize the potential of MRD-guided care.</p>
</sec>
</body>
<back>
<sec id="s10" sec-type="author-contributions">
<title>Author contributions</title>
<p>TC: Writing &#x2013; original draft. AR: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing.</p></sec>
<sec id="s12" sec-type="COI-statement">
<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 id="s13" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</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 id="s14" 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></sec>
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