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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pharmacol.</journal-id>
<journal-title>Frontiers in Pharmacology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pharmacol.</abbrev-journal-title>
<issn pub-type="epub">1663-9812</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1398879</article-id>
<article-id pub-id-type="doi">10.3389/fphar.2024.1398879</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pharmacology</subject>
<subj-group>
<subject>Opinion</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Quadruplet regimen for newly diagnosed multiple myeloma is effective in the standard-risk subgroup but not in the high-risk subgroup</article-title>
<alt-title alt-title-type="left-running-head">Ding and Gong</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphar.2024.1398879">10.3389/fphar.2024.1398879</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes" equal-contrib="yes">
<name>
<surname>Ding</surname>
<given-names>Jianghua</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1035354/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Gong</surname>
<given-names>Shengping</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>&#x2020;</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
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<aff id="aff1">
<sup>1</sup>
<institution>Department of Hematology and Oncology</institution>, <institution>Jiujiang University Affiliated Hospital</institution>, <addr-line>Jiujiang</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Oncology</institution>, <institution>The First Affiliated Hospital of Ningbo University</institution>, <addr-line>Ningbo</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1136389/overview">Junmin Zhang</ext-link>, Lanzhou University, China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1823311/overview">Qiang Wang</ext-link>, Houston Methodist Research Institute, United States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Jianghua Ding, <email>doctor0922@126.com</email>
</corresp>
<fn fn-type="equal" id="fn001">
<label>
<sup>&#x2020;</sup>
</label>
<p>These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>09</day>
<month>05</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1398879</elocation-id>
<history>
<date date-type="received">
<day>10</day>
<month>03</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>04</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Ding and Gong.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Ding and Gong</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>
<kwd-group>
<kwd>quadruplet regimen</kwd>
<kwd>newly-diagnosed</kwd>
<kwd>multiple myeloma</kwd>
<kwd>standard risk</kwd>
<kwd>high risk</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Pharmacology of Anti-Cancer Drugs</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Multiple myeloma (MM) is the second most common hematologic cancer, with an estimated 35,730 new cases and 12,590 deaths annually in the United States (<xref ref-type="bibr" rid="B15">Siegel et al., 2023</xref>). With the introduction of new drugs, the number of drug combinations for MM treatment is constantly increasing. The 5-year overall survival (OS) rate for newly diagnosed multiple myeloma (NDMM) is 48.5% (<xref ref-type="bibr" rid="B13">Rajkumar, 2022</xref>). The National Comprehensive Cancer Network guideline (Ver. 2024.1) recommends triplet regimens [such as bortezomib &#x2b; lenalidomide &#x2b; dexamethasone (VRd) and daratumumab &#x2b; lenalidomide &#x2b; dexamethasone (DRd)] as the initial treatment for MM. Evidence has shown that for NDMM, triplet regimens achieve better efficacy than two-drug regimens (<xref ref-type="bibr" rid="B1">Derman et al., 2022</xref>; <xref ref-type="bibr" rid="B18">Yang et al., 2022</xref>). Currently, the triplet regimen has become the standard first-line therapy for NDMM. Recent clinical studies have explored the efficacy of quadruplet regimens in treating patients with NDMM (<xref ref-type="table" rid="T1">Table 1</xref>). In addition to studying the three categories of agents, namely, immunomodulatory drug, proteasome inhibitor, and steroid, efforts have also been devoted to study the anti-CD38 (daratumumab and isatuximab) and anti-SLAMF7 antibodies (elotuzumab). This opens a new possibility for analyzing the efficacy of quadruplet therapy as an alternative first-line treatment for NDMM. Based on concomitant cytogenetic abnormalities, NDMM patients can be classified into standard-risk (SR) and high-risk (HiR) subgroups (<xref ref-type="bibr" rid="B13">Rajkumar, 2022</xref>). This study aims to answer the following question: Is the quadruplet regimen better than the triplet regimen for treating patients with NDMM?</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Summary of prospective clinical trials about quadruplet treatment for NDMM patients.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="center">Clinical study</th>
<th rowspan="2" align="center">Author/Year</th>
<th rowspan="2" align="center">Regimen</th>
<th rowspan="2" colspan="2" align="center">Sample size</th>
<th colspan="3" align="center">Clinical outcomes</th>
<th rowspan="2" align="center">3/4 TRAE</th>
</tr>
<tr>
<th align="center">ORR</th>
<th align="center">PFS (months)</th>
<th align="center">OS (months)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="3" align="center">ALCYONE</td>
<td rowspan="3" align="center">Mateos M, 2018</td>
<td rowspan="3" align="center">D-VMP vs. VMP</td>
<td colspan="2" align="center">350 vs. 356</td>
<td align="left">&#x2265;CR: 46% vs. 25% (<italic>p</italic> &#x3c; 0.001) MRD negative: 28% vs.7% (<italic>p</italic> &#x3c; 0.001)</td>
<td align="left">36.4 vs. 19.3&#xa0;ms HR &#x3d; 0.42 (0.34, 0.51)</td>
<td align="center">36&#xa0;m-OS: 78% vs. 67.9% HR &#x3d; 0.60 (0.46, 0.80)</td>
<td align="left">Neutropenia: 40% vs. 39% Infection: 22% vs. 15%</td>
</tr>
<tr>
<td align="center">SR</td>
<td align="center">261 vs. 257</td>
<td align="left">&#x2265;CR: 48% vs. 26% (<italic>p</italic> &#x3c; 0.0001)</td>
<td align="left">NE vs. 17.4&#xa0;ms HR &#x3d; 0.39 (0.28, 0.55)</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="center">HiR</td>
<td align="center">53 vs. 45</td>
<td align="left">&#x2265;CR: 42% vs. 24% (<italic>p</italic> &#x3d; 0.0764)</td>
<td align="left">18.0 vs. 18.1&#xa0;ms HR &#x3d; 0.78 (0.43, 1.43)</td>
<td align="center">HR &#x3d; 0.91 (0.5, 1.65)</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td rowspan="3" align="center">CASSIOPEIA</td>
<td rowspan="3" align="center">Moreau P, 2019</td>
<td rowspan="3" align="center">D-VRd vs. VRd</td>
<td colspan="2" align="center">543 vs. 542</td>
<td align="left">&#x2265;sCR: 29% vs. 20% OR &#x3d; 1.60 (1.21, 2.12) MRD negative: 64% vs. 44% (<italic>p</italic> &#x3c; 0.001)</td>
<td align="left">NR vs. 46.7&#xa0;ms HR &#x3d; 0.49 (0.38, 0.62)</td>
<td align="center">&#x2014;</td>
<td align="left">Lymphopenia: 4% vs. 2%</td>
</tr>
<tr>
<td align="center">SR</td>
<td align="center">460 vs. 454</td>
<td align="left">sCR: 30% vs. 19% OR &#x3d; 1.82 (1.34, 2.48)</td>
<td align="left">HR &#x3d; 0.41 (0.26, 0.62)</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="center">HiR</td>
<td align="center">82 vs. 86</td>
<td align="center">sCR: 24% vs. 28% OR &#x3d; 0.83 (0.42, 1.66)</td>
<td align="left">HR &#x3d; 0.67 (0.35, 1.30)</td>
<td align="center">&#x2014;</td>
<td align="left"/>
</tr>
<tr>
<td rowspan="3" align="center">GRIFFIN</td>
<td rowspan="3" align="center">Voorhees P, 2020</td>
<td rowspan="3" align="center">D-VRd vs. VRd</td>
<td colspan="2" align="center">104 vs. 103</td>
<td align="left">sCR: 67% vs. 48% &#x2265;VGPR: 90.9% vs. 73.2% MRD negative: 51.0% vs. 20.4%</td>
<td align="left">24-ms: 95.8% vs. 89.8%. 48-ms: 87.2% vs. 70%</td>
<td align="center">&#x2014;</td>
<td align="left">Neutropenia: 46% vs. 23% Infection: 23.2% vs. 21.6% VTE: 9.1% vs. 14.7%</td>
</tr>
<tr>
<td align="center">SR</td>
<td align="center">82 vs. 83</td>
<td align="center">MRD negative: 54.9% vs. 20.5% OR &#x3d; 4.72 (2.37, 9.40)</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="center">HiR</td>
<td align="center">16 vs. 14</td>
<td align="left">MRD negative: 37.5% vs. 28.6% OR &#x3d; 1.5 (0.32, 6.99)</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td rowspan="3" align="center">OCTANS</td>
<td rowspan="3" align="center">Fu W, 2023</td>
<td rowspan="3" align="center">D-VMP vs. VMP</td>
<td colspan="2" align="center">146 vs. 74</td>
<td align="left">&#x2265;VGPR: 74% vs. 43.2% OR &#x3d; 3.57 (1.99, 6.43) MRD negative: 29.5% vs. 6.8% OR &#x3d; 6.19 (2.29, 16.75)</td>
<td align="left">NR vs. 18.2&#xa0;ms HR &#x3d; 0.43 (0.24, 0.77) 12-ms: 84.2% vs. 64.6%</td>
<td align="center">&#x2014;</td>
<td align="center">Thrombocytopenia: 46.5% vs. 45.1% Neutropenia: 39.6% vs. 50.7% Pneumonia: 27.8% vs. 14.1%</td>
</tr>
<tr>
<td align="center">SR</td>
<td align="center">117 vs. 54</td>
<td align="left">&#x2265;VGPR: 74.4% vs. 40.7% OR &#x3d; 4.22 (2.13, 8.35)</td>
<td align="left">HR &#x3d; 0.45 (0.24, 0.84)</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="center">HiR</td>
<td align="center">28 vs. 20</td>
<td align="left">&#x2265;VGPR: 75% vs. 50% OR &#x3d; 3.0 (0.88, 10.21)</td>
<td align="left">HR &#x3d; 0.34 (0.09, 1.32)</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td rowspan="3" align="center">SWOG-1211</td>
<td rowspan="3" align="center">Usmani S, 2022</td>
<td rowspan="3" align="center">Elo-VRd vs. VRd</td>
<td colspan="2" align="center">49 vs. 54</td>
<td align="center">&#x2014;</td>
<td align="center">29 vs. 34&#xa0;ms HR &#x3d; 1.11 (0.82, 1.49)</td>
<td align="center">NR vs. 68&#xa0;ms HR &#x3d; 0.85 (0.59, 1.23)</td>
<td align="center">Infections: 16% vs. 8% Sensory neuropathy: 13% vs. 8%</td>
</tr>
<tr>
<td align="center">1q21</td>
<td align="center">48</td>
<td align="center">&#x2014;</td>
<td align="center">31 vs. 37&#xa0;ms HR &#x3d; 1.48 (0.95, 2.31)</td>
<td align="center">61 vs. 68&#xa0;ms HR &#x3d; 1.23 (0.72, 2.10)</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="center">17p-</td>
<td align="center">40</td>
<td align="center">&#x2014;</td>
<td align="center">41 vs. 30&#xa0;ms HR &#x3d; 0.98 (0.60, 1.58)</td>
<td align="center">NR vs. 72&#xa0;ms HR &#x3d; 0.77 (0.40, 1.48)</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td rowspan="3" align="center">GMMG-HD7</td>
<td rowspan="3" align="center">Goldschmidt H, 2022</td>
<td rowspan="3" align="center">Isa-VRd vs. VRd</td>
<td colspan="2" align="center">331 vs. 329</td>
<td align="left">MRD negative: 50% vs. 36% OR &#x3d; 1.82 (1.33, 2.48)</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="left">Neutropenia: 23% vs. 7% Infection: 12% vs. 10%</td>
</tr>
<tr>
<td align="center">SR</td>
<td align="center">254 vs. 234</td>
<td align="left">MRD negative: OR &#x3d; 1.88 (1.30, 2.72)</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="center">HiR</td>
<td align="center">58 vs. 66</td>
<td align="left">MRD negative: OR &#x3d; 1.81 (0.89, 3.72)</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td rowspan="4" align="center">Myeloma XI&#x2b;</td>
<td rowspan="4" align="left">Jackson G, 2021</td>
<td rowspan="4" align="center">KRdc vs. Rdc or Tdc</td>
<td colspan="2" align="center">530 vs. 526</td>
<td align="left">&#x2265;VGPR: 82.3% vs. 58.9% MRD negative: 50.9% vs.12.7%</td>
<td align="left">NR vs. 36.2&#xa0;ms HR &#x3d; 0.63 (0.51, 0.76) 36&#xa0;ms: 64.5% vs. 50.3%</td>
<td align="center">&#x2014;</td>
<td align="left">Anemia: 10% vs. 4.8%; Neutropenia: 11.5 vs. 8.9%-</td>
</tr>
<tr>
<td align="center">SR</td>
<td align="center">101 vs. 103</td>
<td align="center">-</td>
<td align="left">NR vs. 37&#xa0;ms HR &#x3d; 0.62 (0.39, 0.98)</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="center">HiR</td>
<td align="center">81 vs. 60</td>
<td align="center">&#x2014;</td>
<td align="center">NR vs. 37&#xa0;ms HR &#x3d; 0.68 (0.40, 1.14)</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="left">UHR</td>
<td align="center">22 vs. 16</td>
<td align="center">&#x2014;</td>
<td align="center">36 vs. 20&#xa0;ms HR &#x3d; 0.50 (0.20, 1.25)</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Abbreviation: <italic>ORR</italic>, objective response rate; <italic>PFS</italic>, progression-free survival; <italic>OS</italic>, overall survival; <italic>TRAE</italic>, treat-related adverse effect; SR, standard-risk; HiR, high-risk; UHR: ultra high risk; <italic>D-VMP</italic>, daratumumab, bortezomib, melphalan, and prednisone; <italic>VMP</italic>, bortezomib, melphalan, and prednisone; <italic>CR</italic>, complete remission; <italic>MRD</italic>, minimal residual disease; <italic>VGRP</italic>, very good partial remission; <italic>D-VRd</italic>, daratumumab, bortezomib, lenalidomide, dexamethasone; <italic>sCR</italic>, stringent complete remission; <italic>VRd,</italic> bortezomib, lenalidomide, dexamethasone; <italic>NR</italic>, not reached; <italic>Elo-VRd</italic>, elotuzumab, bortezomib, lenalidomide, dexamethasone; <italic>Isa-VRd</italic>: isatuximab, bortezomib, lenalidomide, dexamethasone; KRdc, carfilzomib, lenalidomide, dexamethasone, and cyclophosphamide; Rdc, lenalidomide, dexamethasone, and cyclophosphamide; Tdc, thalidomide, dexamethasone, and cyclophosphamide.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s2">
<title>2 Controversy about the use of quadruplet regimens for treating SR NDMM patients</title>
<p>Approximately 80% of NDMM patients belong to the SR subgroup, with a median OS ranging from 8 to 10&#xa0;years (<xref ref-type="bibr" rid="B7">Goel et al., 2022</xref>). Recent studies have explored the efficacy of quadruplet regimens containing anti-CD38 antibodies in treating NDMM patients. As shown in <xref ref-type="table" rid="T1">Table 1</xref>, except for the SWOG-1211 study (<xref ref-type="bibr" rid="B16">Usmani et al., 2022</xref>), the other six prospective clinical studies, namely, ALCYONE (<xref ref-type="bibr" rid="B10">Mateos et al., 2020</xref>), CASSIOPEIA (<xref ref-type="bibr" rid="B12">Moreau et al., 2021</xref>), GRIFFIN (<xref ref-type="bibr" rid="B17">Voorhees et al., 2023</xref>), OCTANS (<xref ref-type="bibr" rid="B5">Fu et al., 2023</xref>), GMMG-HD7 (<xref ref-type="bibr" rid="B8">Goldschmidt et al., 2022</xref>), and Myeloma XI&#x2b; (<xref ref-type="bibr" rid="B9">Jackson et al., 2021</xref>), revealed that for SR NDMM patients, quadruplet regimens achieved better overall response rates (ORRs), longer progression-free survival (PFS), and higher rates of minimal residual disease (MRD) negativity than corresponding triplet regimens. Of note, the status of MRD represents the depth of post-therapeutic remission and serves as an independent prognostic factor for NDMM patients (<xref ref-type="bibr" rid="B14">San-Miguel et al., 2022</xref>). It seems logical that increased MRD negativity by quadruplet regimens containing anti-CD38 antibodies will result in prolonged OS of SR NDMM patients. Therefore, it is rational to use quadruplet regimens containing anti-CD38 antibodies for SR NDMM patients due to their favorable efficacy compared with that of the triplet regimen (VRd).</p>
<p>However, as shown in <xref ref-type="table" rid="T1">Table 1</xref>, the data on OS of the five studies are not yet available, except for the favorable OS benefit in the ALCYONE study (<xref ref-type="bibr" rid="B10">Mateos et al., 2020</xref>). On the contrary, the SWOG-1211 study reported no survival advantage from the quadruplet regimen of Elo-VRd over the VRd regimen (<xref ref-type="bibr" rid="B16">Usmani et al., 2022</xref>). Furthermore, an issue that cannot be ignored is the incremental cost-effectiveness ratio (ICER). According to a recent investigation, daratumumab &#x2b; bortezomib &#x2b; melphalan &#x2b; predisone (D-VMP) vs. bortezomib &#x2b; melphalan &#x2b; predisone (VMP) has a 90.8% probability of being cost-effective at the $150,000/quality-adjusted life year willingness-to-pay threshold (<xref ref-type="bibr" rid="B20">Zeng et al., 2021</xref>). Compared with VMP, D-VMP may exceed the commonly accepted values of ICER in patients with NDMM in China. Thus, it is necessary to consider the cost-effectiveness of the quadruplet regimen for SR NDMM patients, especially in developing countries.</p>
</sec>
<sec id="s3">
<title>3 Controversy about the use of quadruplet regimens for treating HiR NDMM patients</title>
<p>Nearly 20% of patients with NDMM belong to the HiR subgroup, with features including del (17p), t (4:14), t (14:16), t (14; 20), TP53 mutation, R-ISS stage III, gain (1q) (identified using cytogenetic/fluorescence <italic>in situ</italic> hybridization analysis), high plasma cell S-phase, and HiR signature of gene expression profiling. This group also contains an ultra-high risk (UHR, i.e., double/triple-hit) subgroup. Compared with the SR NDMM subgroup, the HiR NDMM subgroup has a predicted OS of less than 3&#xa0;years (<xref ref-type="bibr" rid="B19">Zamagni et al., 2022</xref>). According to the meta-analysis by <xref ref-type="bibr" rid="B6">Giri et al. (2020)</xref>, incorporating daratumumab into primary regimens may improve PFS [pooled hazard ratio (HR) &#x3d; 0.67, 95% confidence interval (CI): 0.47&#x2013;0.95] in HiR NDMM patients. However, in the studies of COSSIPEIA and ALCYONE (<xref ref-type="table" rid="T1">Table 1</xref>), statistically significant benefits were not yet seen with the addition of daratumumab as a fourth drug to a triple-drug regimen in newly-diagnosed HiRMM. The MAIA study compared the efficacy of regimens DRd and Rd (HR &#x3d; 0.53, 95% CI: 0.43&#x2013;0.66, <italic>p</italic> &#x3c; 0.001; HR &#x3d; 0.68, 95% CI: 0.53&#x2013;0.86, <italic>p</italic> &#x3d; 0.0013) (<xref ref-type="bibr" rid="B2">Facon et al., 2021</xref>; <xref ref-type="bibr" rid="B3">Facon et al., 2023</xref>). Furthermore, the small sample size (only 317 in total) might have reduced the statistical power of the meta-analysis in cases of HiR NDMM. According to the results above, <xref ref-type="bibr" rid="B11">Mohyuddin et al. (2021)</xref> held that it is prudent to routinely use a daratumumab-based regimen for HiR NDMM patients.</p>
<p>As described in <xref ref-type="table" rid="T1">Table 1</xref>, in six studies, all of the subgroup analyses of HiR NDMM revealed that compared with triplet regimens, quadruplet schemes failed to yield a statistically favorable clinical outcome, including ORR, PFS, and MRD-negative rate. At this point, caution should be exercised when choosing a quadruplet regimen as the first-line treatment for HiR NDMM patients until we have OS data to justify additional adverse effects and potential long-term costs. The Myeloma XI &#x2b; study found that UHR NDMM patients on the KRdc quadruplet regimen had a longer PFS than those on the Rdc or Tdc triple regimen but without any statistical difference (<xref ref-type="bibr" rid="B9">Jackson et al., 2021</xref>). These results strongly indicate that it is premature to recommend the use of quadruplet regimens for HiR NDMM patients.</p>
</sec>
<sec id="s4">
<title>4 Expert opinion</title>
<p>A network meta-analysis by <xref ref-type="bibr" rid="B4">Facon et al. (2022)</xref> showed that daratumumab-based regimens, including D-Rd, D-VMP, and VRd, had the highest probabilities of being more effective than Rd continuous in terms of PFS (HR: D-Rd, 0.53; D-VMP, 0.57; VRd, 0.77) and OS (HR: D-Rd, 0.68; VRd, 0.77; D-VMP, 0.78) for NDMM patients. Among them, D-Rd ranked first as the most effective treatment in terms of PFS and OS. Given the excellent efficacy of triplet regimens such as D-Rd and VRd, we recommend careful consideration when choosing a quadruplet regimen as the first-line treatment for patients with NDMM. For the SR subgroup, the use of anti-CD38 antibody-based quadruplet treatment appears to be more effective than the triplet regimen. However, cost-effectiveness should be considered, particularly in developing countries. For the HiR subgroup, based on currently available evidence, the quadruplet treatment appears to be ineffective, as no superiority in efficacy has been found compared with that of the triplet regimen.</p>
</sec>
</body>
<back>
<sec id="s5">
<title>Author contributions</title>
<p>JD: Conceptualization, Investigation, Writing&#x2013;original draft, Writing&#x2013;review and editing. SG: Data curation, Investigation, Writing&#x2013;review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s6">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research, authorship, and/or publication of this article.</p>
</sec>
<ack>
<p>We thank LetPub (<ext-link ext-link-type="uri" xlink:href="http://www.letpub.com">www.letpub.com</ext-link>) for its linguistic assistance during the preparation of this manuscript.</p>
</ack>
<sec sec-type="COI-statement" id="s7">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s8">
<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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