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<journal-id journal-id-type="publisher-id">Front. Nutr.</journal-id>
<journal-title>Frontiers in Nutrition</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Nutr.</abbrev-journal-title>
<issn pub-type="epub">2296-861X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnut.2025.1651989</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Nutrition</subject>
<subj-group>
<subject>General Commentary</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Commentary: Association between Life&#x00027;s Crucial 9 and overactive bladder: the mediating role of weight-adjusted-waist index</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Du</surname> <given-names>Rui</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x02020;</sup></xref>
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<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Su</surname> <given-names>Yuzhe</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x02020;</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Zhang</surname> <given-names>Peng</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>The First Affiliated Hospital of Dalian Medical University</institution>, <addr-line>Dalian</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of General Surgery, The First Affiliated Hospital of Dalian Medical University</institution>, <addr-line>Dalian</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Urology, The First Affiliated Hospital of Dalian Medical University</institution>, <addr-line>Dalian</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Abraham Wall-Medrano, Universidad Aut&#x000F3;noma de Ciudad Ju&#x000E1;rez, Mexico</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Ewelina Ksia&#x00327;&#x0017C;ek, Wroclaw University of Economics, Poland</p>
<p>Hamidreza Ashayeri, Tabriz University of Medical Sciences, Iran</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Peng Zhang <email>zhangzp&#x00040;163.com</email></corresp>
<fn fn-type="equal" id="fn001"><p>&#x02020;These authors have contributed equally to this work and share first authorship</p></fn></author-notes>
<pub-date pub-type="epub">
<day>25</day>
<month>08</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>12</volume>
<elocation-id>1651989</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>06</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>11</day>
<month>08</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2025 Du, Su and Zhang.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Du, Su and Zhang</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>
<related-article id="RA1" related-article-type="commentary-article" journal-id="Front. Nutr." journal-id-type="nlm-ta" vol="11" page="1508062" xlink:href="10.3389/fnut.2024.1508062" ext-link-type="doi">A Commentary on <article-title>Association between Life&#x00027;s Crucial 9 and overactive bladder: the mediating role of weight-adjusted-waist index</article-title> by Gong, H., Duan, S., and Huang, S. (2025). <italic>Front. Nutr</italic>. 11:1508062. doi: <object-id>10.3389/fnut.2024.1508062</object-id></related-article>
<kwd-group>
<kwd>Life&#x00027;s Crucial 9 (LC9)</kwd>
<kwd>overactive bladder</kwd>
<kwd>weight-adjusted-waist index (WWI)</kwd>
<kwd>National Health and Nutrition Examination Survey (NHANES)</kwd>
<kwd>mediation analysis</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="7"/>
<page-count count="3"/>
<word-count count="1350"/>
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<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Nutrition and Metabolism</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>1 Introduction</title>
<p>We read with interest the article by Gong et al. entitled &#x0201C;Association between Life&#x00027;s Crucial 9 and overactive bladder: the mediating role of weight-adjusted-waist index&#x0201D; (<xref ref-type="bibr" rid="B1">1</xref>). This study is the first to explore the association between Life&#x00027;s Crucial 9 (LC9) and overactive bladder (OAB) using data from National Health and Nutrition Examination Survey (NHANES) 2005&#x02013;2018. Through multivariable logistic regression models, the authors found that each 10-point increase in LC9 was associated with a 28% lower risk of OAB [odds ratio (OR): 0.72; 95% confidence interval (CI): 0.69&#x02013;0.76]. Restricted cubic spline (RCS) analysis demonstrated a significant linear negative correlation between LC9 and OAB. The subgroup analyses validated the robustness of the LC9-OAB relationship across diverse populations. Additionally, mediation analysis showed that 13.89% of the relationship between LC9 and OAB was mediated by the weight-adjusted waist index (WWI). This novel indicator demonstrates superior ability in distinguishing fat from muscle mass, thereby providing a more accurate assessment of visceral adiposity compared to traditional obesity metrics. The study by Huang et al. further supports WWI&#x00027;s enhanced predictive capability for OAB relative to other anthropometric indices (<xref ref-type="bibr" rid="B2">2</xref>). Collectively, this study provides new epidemiological evidence for the prevention of OAB through improvements in cardiovascular health and obesity management. However, we have deeper reflections on this study.</p>
</sec>
<sec id="s2">
<title>2 Predictive performance</title>
<p>In 2010, the American Heart Association (AHA) introduced Life&#x00027;s Simple 7 (LS7) to assess cardiovascular health (<xref ref-type="bibr" rid="B3">3</xref>). In 2022, Life&#x00027;s Essential 8 (LE8) added sleep health (<xref ref-type="bibr" rid="B4">4</xref>). In 2024, mental health was incorporated into the updated LC9 (<xref ref-type="bibr" rid="B5">5</xref>). The LC9 score ultimately includes nine elements: diet, physical activity, nicotine exposure, sleep health, BMI, lipids, blood glucose, blood pressure, and mental health (<xref ref-type="bibr" rid="B1">1</xref>). The evolution of cardiovascular health assessments, from the original LS7 to updated LE8 and current LC9, highlights an increasing recognition of the multifaceted nature of health. However, the integration of additional components such as sleep and mental health has raised important questions regarding the practicality and predictive efficacy of these expanded models. A previous study on mortality prediction demonstrated that neither LE8 nor LC9 showed superior predictive performance compared to LS7 (<xref ref-type="bibr" rid="B6">6</xref>). Moreover, the complexity introduced by adding sleep and mental health may detract from the usability of LC9 in clinical settings, where straightforward and actionable metrics are often preferred. Therefore, we recommend using receiver operating characteristic (ROC) curve to evaluate the predictive performance of LS7, LE8 and LC9 for OAB. If the findings are similar to the previous study, then for practical use in clinical and public health, simplifying this cardiovascular health score could be considered.</p>
</sec>
<sec id="s3">
<title>3 Covariate adjustment</title>
<p>In this study, we noted that the authors accounted for all covariates in model 3, including all demographic variables as well as smoking, alcohol consumption, hypertension, diabetes, and dyslipidemia (<xref ref-type="bibr" rid="B1">1</xref>). According to the AHA&#x00027;s definition of LC9, some of the covariates adjusted for in model 3 are highly correlated with the components of LC9 (<xref ref-type="bibr" rid="B1">1</xref>). The authors didn&#x00027;t mention if they did a collinearity analysis; as a result, we think that the adjustments for smoking, hypertension, diabetes, and dyslipidemia in model 3 might have changed the study&#x00027;s conclusions: the real effect of LC9 might have been diluted, and the final OR value may underestimate the true strength of the association. We recommend supplementing the calculation of variance inflation factors (VIF) to assess the degree of multicollinearity among variables. Variables with VIF &#x0003E;5 are considered to exhibit high multicollinearity and should be excluded (<xref ref-type="bibr" rid="B7">7</xref>).</p>
</sec>
<sec sec-type="discussion" id="s4">
<title>4 Discussion</title>
<p>In conclusion, this study presents an innovative investigation into the association between LC9 and OAB in the American population. However, we hope the authors will consider our suggestions to further enrich the understanding of the LC9-OAB relationship and provide additional insights into OAB in the future.</p>
</sec>
</body>
<back>
<sec sec-type="author-contributions" id="s5">
<title>Author contributions</title>
<p>RD: Conceptualization, Writing &#x02013; original draft. YS: Writing &#x02013; original draft. PZ: Writing &#x02013; review &#x00026; 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 and/or publication of this article.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<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="ai-statement" id="s7">
<title>Generative AI statement</title>
<p>The author(s) declare that no Gen AI was 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 sec-type="disclaimer" id="s8">
<title>Publisher&#x00027;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>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gong</surname> <given-names>H</given-names></name> <name><surname>Duan</surname> <given-names>S</given-names></name> <name><surname>Huang</surname> <given-names>S</given-names></name></person-group>. <article-title>Association between Life&#x00027;s Crucial 9 and overactive bladder: the mediating role of weight-adjusted-waist index</article-title>. <source>Front Nutr.</source> (<year>2024</year>) <volume>11</volume>:<fpage>1508062</fpage>. <pub-id pub-id-type="doi">10.3389/fnut.2024.1508062</pub-id><pub-id pub-id-type="pmid">39834451</pub-id></citation></ref>
<ref id="B2">
<label>2.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Huang</surname> <given-names>S</given-names></name> <name><surname>He</surname> <given-names>Q</given-names></name> <name><surname>Zhao</surname> <given-names>J</given-names></name> <name><surname>Choi</surname> <given-names>S</given-names></name> <name><surname>Gong</surname> <given-names>H</given-names></name></person-group>. <article-title>Association of weight-adjusted waist index (WWI) with overactive bladder (OAB): a cross-sectional study from NHANES 2005-2018</article-title>. <source>Sci Rep.</source> (<year>2025</year>) <volume>15</volume>:<fpage>13207</fpage>. <pub-id pub-id-type="doi">10.1038/s41598-025-98050-8</pub-id><pub-id pub-id-type="pmid">40240487</pub-id></citation></ref>
<ref id="B3">
<label>3.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sacco</surname> <given-names>RL</given-names></name></person-group>. <article-title>The new American Heart Association 2020 goal: achieving ideal cardiovascular health</article-title>. <source>J Cardiovasc Med (Hagerstown).</source> (<year>2011</year>) <volume>12</volume>:<fpage>255</fpage>&#x02013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.2459/JCM.0b013e328343e986</pub-id><pub-id pub-id-type="pmid">21330932</pub-id></citation></ref>
<ref id="B4">
<label>4.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lloyd-Jones</surname> <given-names>DM</given-names></name> <name><surname>Allen</surname> <given-names>NB</given-names></name> <name><surname>Anderson</surname> <given-names>CAM</given-names></name> <name><surname>Black</surname> <given-names>T</given-names></name> <name><surname>Brewer</surname> <given-names>LC</given-names></name> <name><surname>Foraker</surname> <given-names>RE</given-names></name> <etal/></person-group>. <article-title>Life&#x00027;s essential 8: updating and enhancing the American Heart Association&#x00027;s construct of cardiovascular health: a presidential advisory from the American Heart Association</article-title>. <source>Circulation.</source> (<year>2022</year>) <volume>146</volume>:<fpage>e18</fpage>&#x02013;<lpage>43</lpage>. <pub-id pub-id-type="doi">10.1161/CIR.0000000000001078</pub-id><pub-id pub-id-type="pmid">35766027</pub-id></citation></ref>
<ref id="B5">
<label>5.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gaffey</surname> <given-names>AE</given-names></name> <name><surname>Rollman</surname> <given-names>BL</given-names></name> <name><surname>Burg</surname> <given-names>MM</given-names></name></person-group>. <article-title>Strengthening the pillars of cardiovascular health: psychological health is a crucial component</article-title>. <source>Circulation.</source> (<year>2024</year>) <volume>149</volume>:<fpage>641</fpage>&#x02013;<lpage>3</lpage>. <pub-id pub-id-type="doi">10.1161/CIRCULATIONAHA.123.066132</pub-id><pub-id pub-id-type="pmid">38408143</pub-id></citation></ref>
<ref id="B6">
<label>6.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhu</surname> <given-names>X</given-names></name> <name><surname>Cheang</surname> <given-names>I</given-names></name> <name><surname>Fu</surname> <given-names>Y</given-names></name> <name><surname>Chen</surname> <given-names>S</given-names></name> <name><surname>Liang</surname> <given-names>G</given-names></name> <name><surname>Yuan</surname> <given-names>H</given-names></name> <etal/></person-group>. <article-title>Comparative discrimination of Life&#x00027;s Simple 7, Life&#x00027;s Essential 8, and Life&#x00027;s Crucial 9: evaluating the impact of added complexity on mortality prediction</article-title>. <source>BMC Med.</source> (<year>2025</year>) <volume>23</volume>:<fpage>265</fpage>. <pub-id pub-id-type="doi">10.1186/s12916-025-04116-9</pub-id><pub-id pub-id-type="pmid">40329277</pub-id></citation></ref>
<ref id="B7">
<label>7.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tao</surname> <given-names>X</given-names></name> <name><surname>Ye</surname> <given-names>X</given-names></name></person-group>. <article-title>Relationships between vitamin C intake and COPD assessed by machine learning approaches from the NHANES (2017-2023)</article-title>. <source>Front Nutr.</source> (<year>2025</year>) <volume>12</volume>:<fpage>1563692</fpage>. <pub-id pub-id-type="doi">10.3389/fnut.2025.1563692</pub-id><pub-id pub-id-type="pmid">40444249</pub-id></citation></ref>
</ref-list>
</back>
</article>