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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Nutr.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Nutrition</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Nutr.</abbrev-journal-title>
</journal-title-group>
<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.2026.1742418</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Systematic Review</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Comparison of catheter-related bloodstream infection between peripherally inserted central catheters and tunneled central venous catheters in patients receiving home parenteral nutrition: a meta-analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Zheng</surname> <given-names>Yu-Li</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author"><name><surname>Wang</surname> <given-names>Ying</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author"><name><surname>Qi</surname> <given-names>Shu-Ping</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author"><name><surname>Zhang</surname> <given-names>Wei</given-names></name><xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<contrib contrib-type="author" corresp="yes"><name><surname>Lin</surname> <given-names>Pei-Yan</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref><xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3273410"/>
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<aff id="aff1"><label>1</label><institution>Department of Oncology, Zhejiang Hospital</institution>, <city>Hangzhou</city>, <country country="cn">China</country></aff>
<aff id="aff2"><label>2</label><institution>Department of Gynecology, Zhejiang Hospital</institution>, <city>Hangzhou</city>, <country country="cn">China</country></aff>
<aff id="aff3"><label>3</label><institution>Department of General Practice, Zhejiang Hospital</institution>, <city>Hangzhou</city>, <country country="cn">China</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Pei-Yan Lin, <email xlink:href="mailto:peiyanlin159@163.com">peiyanlin159@163.com</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-17">
<day>17</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>13</volume>
<elocation-id>1742418</elocation-id>
<history>
<date date-type="received">
<day>09</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>13</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>27</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 Zheng, Wang, Qi, Zhang and Lin.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Zheng, Wang, Qi, Zhang and Lin</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-17">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>
<sec>
<title>Background</title>
<p>Catheter-related bloodstream infection (CRBSI) remains one of the most severe complications in patients receiving home parenteral nutrition. Tunneled central venous catheters (CVCs) and peripherally inserted central catheters (PICCs) are the most commonly used devices for home parenteral nutrition. However, the relative risks of CRBSI from these devices remain controversial. This meta-analysis aimed to compare the incidence of CRBSI between PICCs and tunneled CVCs in patients receiving home parenteral nutrition.</p>
</sec>
<sec>
<title>Methods</title>
<p>A systematic search of PubMed, Embase, and the Cochrane Library databases was conducted from database inception to 3 June 2025 to identify studies comparing the incidence of CRBSI between PICCs and tunneled CVCs in patients receiving home parenteral nutrition. Pooled risk ratios (RRs) with 95% confidence intervals (CIs) were calculated to assess the relative risk of CRBSI associated with PICCs versus tunneled CVCs using either the fixed-effects model or the random-effects model. The certainty of evidence was assessed using the GRADE approach.</p>
</sec>
<sec>
<title>Results</title>
<p>A total of 10 articles, involving 1,139 patients with PICCs or tunneled CVCs, were included in the meta-analysis. The mean CRBSI rate was 0.77 per 1,000 PICC-days and 1.01 per 1,000 tunneled CVC-days. The pooled analysis demonstrated that PICCs were associated with a significantly lower risk of CRBSI compared with tunneled CVCs (RR:0.40, 95%CI:0.33&#x2013;0.49). Subgroup analyses stratified by study design, patient population, and CRBSI definition yielded consistent results, confirming the robustness of the primary findings. According to the GRADE approach, the quality of evidence was very low for the CRBSI rate.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>PICCs were associated with a lower risk of CRBSI than tunneled CVCs in patients receiving home parenteral nutrition. However, the certainty of evidence was very low; therefore, these findings should be interpreted with caution, and further high-quality studies are needed.</p>
</sec>
</abstract>
<kwd-group>
<kwd>central venous catheters</kwd>
<kwd>CRBSI</kwd>
<kwd>homeparenteral nutrition</kwd>
<kwd>meta-analysis</kwd>
<kwd>peripherally inserted central catheters</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="5"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="33"/>
<page-count count="9"/>
<word-count count="4918"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Clinical Nutrition</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<title>Introduction</title>
<p>Home parenteral nutrition is a life-sustaining therapy for patients with chronic intestinal failure or severe diseases who are unable to maintain adequate nutritional intake via oral or enteral routes (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref2">2</xref>). Central venous access is indispensable for home parenteral nutrition, as it enables the long-term administration of nutrient solutions (<xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref4">4</xref>). However, catheter-related bloodstream infection (CRBSI) remains the most frequent and serious complication associated with central venous access (<xref ref-type="bibr" rid="ref5">5</xref>). CRBSI not only increases morbidity and hospital readmission rates but also imposes a substantial economic burden on patients and healthcare systems (<xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref7">7</xref>).</p>
<p>In recent years, peripherally inserted central catheters (PICCs) have been increasingly adopted because of their relative ease of insertion, cost-effectiveness, and suitability for long-term use (<xref ref-type="bibr" rid="ref8">8</xref>). Nevertheless, the risk of CRBSI associated with PICCs compared with conventional central venous catheters (CVCs) remains controversial (<xref ref-type="bibr" rid="ref9">9</xref>, <xref ref-type="bibr" rid="ref10">10</xref>). Some observational studies have suggested that PICCs may be associated with similar or even higher infection rates than tunneled CVCs, while other studies have reported a lower risk of CRBSI with PICCs than with tunneled CVCs (<xref ref-type="bibr" rid="ref11 ref12 ref13 ref14">11&#x2013;14</xref>). These inconsistencies highlight the need for a systematic evaluation to clarify the relative risk between PICCs and tunneled CVCs in patients receiving home parenteral nutrition. Therefore, this study aimed to conduct a comprehensive meta-analysis to compare the incidence of CRBSI between PICCs and tunneled CVCs in patients receiving home parenteral nutrition. By synthesizing the available evidence, we aimed to generate more reliable data to inform clinical practice.</p>
</sec>
<sec sec-type="methods" id="sec2">
<title>Methods</title>
<sec id="sec3">
<title>Literature search strategy</title>
<p>The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guideline was used to conduct this systematic review and meta-analysis (<xref ref-type="bibr" rid="ref15">15</xref>). The study protocol was registered on INPLASY (Registration number: INPLASY2025120072). A systematic literature search was conducted in PubMed, Embase, and the Cochrane Library databases from their inception to 3 June 2025. The search terms included combinations of the following keywords and Medical Subject Headings (MeSH): &#x201C;peripherally inserted central catheter,&#x201D; &#x201C;PICCs,&#x201D; &#x201C;central venous catheter,&#x201D; &#x201C;CVCs,&#x201D; and &#x201C;home parenteral nutrition.&#x201D; The detailed search strategy was described in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>. The search was restricted to studies published in English. Reference lists of relevant articles and reviews were also manually screened to identify additional eligible studies.</p>
</sec>
<sec id="sec4">
<title>Inclusion and exclusion criteria</title>
<p>Studies that met the following criteria according to the PICOS guidelines were included: Patients: adult patients (&#x2265;18&#x202F;years) receiving home parenteral nutrition; Intervention and comparison: peripherally inserted central catheters versus tunneled central venous catheters; Outcomes: the incidence of CRBSI; and Study design: cohort or case&#x2013;control studies. Articles were excluded if they lacked eligible data or were case reports, reviews, or conference abstracts.</p>
</sec>
<sec id="sec5">
<title>Data extraction and quality assessment</title>
<p>All eligible data were independently extracted by two investigators using a standardized data extraction form. Any discrepancies were resolved through discussion, and if consensus could not be reached, a third investigator was consulted. Data extracted included the first author, year of publication, country, study design, treatment regimen, outcome measures, and definition of CRBSI. The methodological quality of the included studies was independently assessed by two reviewers using the Newcastle&#x2013;Ottawa Scale (NOS) (<xref ref-type="bibr" rid="ref16">16</xref>). Studies with an accumulated score of &#x2265;6 points were considered high quality. The certainty of evidence and strength of recommendations were evaluated using the GRADE approach (<xref ref-type="bibr" rid="ref17">17</xref>), which rates confidence in summary effect estimates across four levels: very low, low, moderate, and high.</p>
</sec>
<sec id="sec6">
<title>Statistical analysis</title>
<p>Stata 12.0 (STATA Corp, College Station, TX, USA) was used for the meta-analysis. Pooled risk ratios (RRs) with 95% confidence intervals (CIs) were calculated to estimate the incidence of CRBSI using either the fixed-effects model or random-effects model, depending on the degree of heterogeneity. Heterogeneity was assessed using Cochran&#x2019;s <italic>Q</italic> test and quantified with the <italic>I</italic><sup>2</sup> statistic, with <italic>I</italic><sup>2</sup>&#x202F;&#x003E;&#x202F;50% considered substantial. Sensitivity analysis was conducted by sequentially removing individual studies to assess the robustness of the results. Subgroup analyses were conducted based on available variables. Publication bias was evaluated using funnel plots, Egger&#x2019;s regression test, and Begg&#x2019;s test.</p>
</sec>
</sec>
<sec sec-type="results" id="sec7">
<title>Results</title>
<sec id="sec8">
<title>Literature selection</title>
<p>A total of 323 studies were initially retrieved from the databases. After removal of duplicates and screening titles and abstracts, 13 articles were retained for full-text review. Of these, three studies were excluded due to unavailable or insufficient data. Finally, 10 studies (<xref ref-type="bibr" rid="ref11 ref12 ref13 ref14 ref15">11&#x2013;15</xref>, <xref ref-type="bibr" rid="ref18 ref19 ref20 ref21 ref22">18&#x2013;22</xref>) met the inclusion criteria for the meta-analysis. The study selection process is presented in the PRISMA flow diagram (<xref ref-type="fig" rid="fig1">Figure 1</xref>). The included 10 studies, published between 2013 and 2021, involved a total of 1,139 patients receiving PICCs, with sample sizes ranging from 48 to 202 participants. The studies were conducted between 2013 and 2021 across multiple countries, including the USA, Spain, Canada, France, Italy, Denmark, and Poland. Both prospective and retrospective cohort designs were represented, with patient populations including both cancer and non-cancer patients. CRBSI definitions varied among studies: the Infectious Diseases Society of America (IDSA) criteria were used in two studies, the CDC criteria in five studies, and no standard criteria were reported in three studies. CRBSI was generally diagnosed based on blood cultures or catheter lumen cultures, with slight differences depending on the study protocol. Catheter types included PICCs and tunneled CVCs. The number of lumens, catheter-days, and CRBSI rates per 1,000 catheter-days were reported when available (<xref ref-type="table" rid="tab1">Table 1</xref>). The microorganisms responsible for catheter-associated infections are primarily Gram-positive bacteria, Gram-negative pathogens, and fungi (<xref ref-type="table" rid="tab2">Table 2</xref>). The quality of the included literature was scored 6&#x2013;7 (<xref ref-type="supplementary-material" rid="SM2">Supplementary Table 2</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Flow diagram of literature search.</p>
</caption>
<graphic xlink:href="fnut-13-1742418-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Flowchart detailing the identification of studies via databases: 323 records identified, 25 duplicates removed, 298 screened, 285 excluded, 13 sought for retrieval, 0 not retrieved, 13 assessed, 3 excluded for no data, 10 included.</alt-text>
</graphic>
</fig>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Characteristics of included studies.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="3">First author</th>
<th align="center" valign="top" rowspan="3">Year</th>
<th align="left" valign="top" rowspan="3">Country</th>
<th align="left" valign="top" rowspan="3">Study design</th>
<th align="center" valign="top" rowspan="3">Mean age</th>
<th align="left" valign="top" rowspan="3">Patient population</th>
<th align="left" valign="top" rowspan="3">CRBSI definition</th>
<th align="left" valign="top" rowspan="3">Method for CRBSI diagnosis</th>
<th align="left" valign="top" rowspan="3">Catheter type</th>
<th align="left" valign="top" rowspan="3">Catheter lumens</th>
<th align="left" valign="top" rowspan="3">Lock solutions</th>
<th align="center" valign="top" colspan="2">Catheter-days</th>
<th align="center" valign="top" colspan="2">CRBSI per catheter-days</th>
<th align="center" valign="top" colspan="4">CRBSI events</th>
</tr>
<tr>
<th align="center" valign="top" rowspan="2">PICC</th>
<th align="center" valign="top" rowspan="2">CVC</th>
<th align="center" valign="top" rowspan="2">PICC</th>
<th align="center" valign="top" rowspan="2">CVC</th>
<th align="center" valign="top" colspan="2">PICC</th>
<th align="center" valign="top" colspan="2">CVC</th>
</tr>
<tr>
<th align="center" valign="top">Yes</th>
<th align="center" valign="top">No</th>
<th align="center" valign="top">Yes</th>
<th align="center" valign="top">No</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Vashi</td>
<td align="center" valign="top">2017</td>
<td align="left" valign="top">USA</td>
<td align="left" valign="top">Retrospective cohort study</td>
<td align="center" valign="top">53.7</td>
<td align="left" valign="top">Cancer</td>
<td align="left" valign="top">IDSA</td>
<td align="left" valign="top">Blood cultures</td>
<td align="left" valign="top">PICC, Tunneled</td>
<td align="left" valign="top">NR</td>
<td align="left" valign="top">2% chlorhexidine</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">7</td>
<td align="center" valign="top">184</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">10</td>
</tr>
<tr>
<td align="left" valign="top">Santacruz</td>
<td align="center" valign="top">2018</td>
<td align="left" valign="top">Spain</td>
<td align="left" valign="top">Prospective cohort study</td>
<td align="center" valign="top">58</td>
<td align="left" valign="top">Cancer and non-cancer</td>
<td align="left" valign="top">CDC</td>
<td align="left" valign="top">Catheter lumen and the blood peripherally cultures</td>
<td align="left" valign="top">PICC, tunneled</td>
<td align="left" valign="top">SL:110<break/>ML:23</td>
<td align="left" valign="top">NR</td>
<td align="center" valign="top">20,495</td>
<td align="center" valign="top">4,176</td>
<td align="center" valign="top">0.15</td>
<td align="center" valign="top">0.72</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">113</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">15</td>
</tr>
<tr>
<td align="left" valign="top">Botella-carretero</td>
<td align="center" valign="top">2013</td>
<td align="left" valign="top">Spain</td>
<td align="left" valign="top">Prospective cohort study</td>
<td align="center" valign="top">58.46</td>
<td align="left" valign="top">Cancer and non-cancer</td>
<td align="left" valign="top">CDC</td>
<td align="left" valign="top">Catheter lumen and the blood peripherally cultures</td>
<td align="left" valign="top">PICC, Hickman</td>
<td align="left" valign="top">SL:42<break/>ML:16</td>
<td align="left" valign="top">NR</td>
<td align="center" valign="top">1,291</td>
<td align="center" valign="top">985</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1.02</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">48</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">9</td>
</tr>
<tr>
<td align="left" valign="top">Elfassy</td>
<td align="center" valign="top">2015</td>
<td align="left" valign="top">Canada</td>
<td align="left" valign="top">Retrospective cohort study</td>
<td align="center" valign="top">49.2</td>
<td align="left" valign="top">Cancer and non-cancer</td>
<td align="left" valign="top">No standard criteria</td>
<td align="left" valign="top">Blood cultures</td>
<td align="left" valign="top">PICC, Hickman</td>
<td align="left" valign="top">NR</td>
<td align="left" valign="top">NR</td>
<td align="center" valign="top">18,907</td>
<td align="center" valign="top">18,191</td>
<td align="center" valign="top">1.96</td>
<td align="center" valign="top">1.93</td>
<td align="center" valign="top">37</td>
<td align="center" valign="top">165</td>
<td align="center" valign="top">35</td>
<td align="center" valign="top">27</td>
</tr>
<tr>
<td align="left" valign="top">Tour&#x00E9;</td>
<td align="center" valign="top">2014</td>
<td align="left" valign="top">France</td>
<td align="left" valign="top">Prospective cohort study</td>
<td align="center" valign="top">55.6</td>
<td align="left" valign="top">Cancer and non-cancer</td>
<td align="left" valign="top">CDC</td>
<td align="left" valign="top">Blood cultures</td>
<td align="left" valign="top">PICC, Tunneled</td>
<td align="left" valign="top">NR</td>
<td align="left" valign="top">NR</td>
<td align="center" valign="top">12,322</td>
<td align="center" valign="top">36,812</td>
<td align="center" valign="top">1.38</td>
<td align="center" valign="top">1.82</td>
<td align="center" valign="top">17</td>
<td align="center" valign="top">66</td>
<td align="center" valign="top">67</td>
<td align="center" valign="top">54</td>
</tr>
<tr>
<td align="left" valign="top">Durkin</td>
<td align="center" valign="top">2016</td>
<td align="left" valign="top">USA</td>
<td align="left" valign="top">Prospective cohort study</td>
<td align="center" valign="top">54</td>
<td align="left" valign="top">Cancer and non-cancer</td>
<td align="left" valign="top">CDC</td>
<td align="left" valign="top">Blood cultures</td>
<td align="left" valign="top">PICC, Hickman</td>
<td align="left" valign="top">NR</td>
<td align="left" valign="top">NR</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">20</td>
<td align="center" valign="top">56</td>
<td align="center" valign="top">13</td>
<td align="center" valign="top">7</td>
</tr>
<tr>
<td align="left" valign="top">Cotogni</td>
<td align="center" valign="top">2015</td>
<td align="left" valign="top">Italy</td>
<td align="left" valign="top">Prospective cohort study</td>
<td align="center" valign="top">67</td>
<td align="left" valign="top">Cancer</td>
<td align="left" valign="top">IDSA</td>
<td align="left" valign="top">Catheter lumen and the blood peripherally cultures</td>
<td align="left" valign="top">PICC, Tunneled</td>
<td align="left" valign="top">All SL</td>
<td align="left" valign="top">2% chlorhexidine</td>
<td align="center" valign="top">11,504</td>
<td align="center" valign="top">7,835</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0.65</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">65</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">45</td>
</tr>
<tr>
<td align="left" valign="top">Christensen</td>
<td align="center" valign="top">2015</td>
<td align="left" valign="top">Denmark</td>
<td align="left" valign="top">Retrospective cohort study</td>
<td align="center" valign="top">64.5</td>
<td align="left" valign="top">Cancer and non-cancer</td>
<td align="left" valign="top">No standard criteria</td>
<td align="left" valign="top">Blood cultures</td>
<td align="left" valign="top">PICC, Hickman</td>
<td align="left" valign="top">NR</td>
<td align="left" valign="top">NR</td>
<td align="center" valign="top">15,974</td>
<td align="center" valign="top">54,912</td>
<td align="center" valign="top">1.63</td>
<td align="center" valign="top">0.56</td>
<td align="center" valign="top">26</td>
<td align="center" valign="top">100</td>
<td align="center" valign="top">49</td>
<td align="center" valign="top">120</td>
</tr>
<tr>
<td align="left" valign="top">Xue</td>
<td align="center" valign="top">2020</td>
<td align="left" valign="top">USA</td>
<td align="left" valign="top">Prospective cohort study</td>
<td align="center" valign="top">54</td>
<td align="left" valign="top">Cancer and non-cancer</td>
<td align="left" valign="top">CDC</td>
<td align="left" valign="top">Catheter lumen and the blood peripherally cultures</td>
<td align="left" valign="top">PICC, Tunneled</td>
<td align="left" valign="top">SL:18<break/>ML:95</td>
<td align="left" valign="top">NR</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">14</td>
<td align="center" valign="top">68</td>
<td align="center" valign="top">16</td>
<td align="center" valign="top">15</td>
</tr>
<tr>
<td align="left" valign="top">Konrad</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Poland</td>
<td align="left" valign="top">Prospective cohort study</td>
<td align="center" valign="top">63.5</td>
<td align="left" valign="top">Cancer and non-cancer</td>
<td align="left" valign="top">No standard criteria</td>
<td align="left" valign="top">Blood cultures</td>
<td align="left" valign="top">PICC, Tunneled</td>
<td align="left" valign="top">All SL</td>
<td align="left" valign="top">2% chlorhexidine</td>
<td align="center" valign="top">23,045</td>
<td align="center" valign="top">43,789</td>
<td align="center" valign="top">0.3</td>
<td align="center" valign="top">0.41</td>
<td align="center" valign="top">7</td>
<td align="center" valign="top">143</td>
<td align="center" valign="top">18</td>
<td align="center" valign="top">105</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>CRBSI, catheter-related bloodstream infection; PICC, peripherally inserted central catheter; CVC, central venous catheter; CDC, Centers for Disease Control; IDSA, Infectious Diseases Society of America; NR, not applicable.</p>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Microorganism.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">First author</th>
<th align="center" valign="top">Year</th>
<th align="left" valign="top">Microbiological confirmation</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Vashi</td>
<td align="center" valign="top">2017</td>
<td align="left" valign="top"><italic>Staphylococcus epidermidis</italic>; coagulase-negative <italic>Staphylococci</italic>; methicillin-resistant <italic>Staphylococcus aureus</italic><break/>(MRSA); <italic>Klebsiella pneumoniae</italic>; <italic>Escherichia coli</italic>; <italic>Enterococcus faecium</italic></td>
</tr>
<tr>
<td align="left" valign="top">Santacruz</td>
<td align="center" valign="top">2018</td>
<td align="left" valign="top"><italic>Klebsiella pneumoniae</italic>; <italic>Staphylococcus epidermidis</italic>; coagulase-negative <italic>Staphylococci</italic></td>
</tr>
<tr>
<td align="left" valign="top">Botella-Carretero</td>
<td align="center" valign="top">2013</td>
<td align="left" valign="top">Coagulase-negative <italic>Staphylococci</italic>; <italic>Staphylococcus</italic> spp.; <italic>Actinomyces</italic> spp.; <italic>Enterococcus faecalis</italic></td>
</tr>
<tr>
<td align="left" valign="top">Elfassy</td>
<td align="center" valign="top">2015</td>
<td align="left" valign="top"><italic>Candida parapsilosis</italic>; <italic>Candida glabrata</italic>; <italic>Candida albicans</italic>; coagulase-negative <italic>Staphylococci</italic>; <italic>Staphylococcus</italic><break/><italic>aureus</italic>; <italic>Enterococcus faecalis</italic>; diphtheroid bacilli</td>
</tr>
<tr>
<td align="left" valign="top">Tour&#x00E9;</td>
<td align="center" valign="top">2014</td>
<td align="left" valign="top">Coagulase-negative <italic>Staphylococci</italic>; <italic>Staphylococcus aureus</italic>; <italic>Streptococcus</italic> spp.; <italic>Bacillus</italic> spp.; <italic>Enterococcus</italic><break/><italic>faecalis</italic>; <italic>Enterobacter</italic> spp.; <italic>Escherichia coli</italic>; <italic>Klebsiella</italic> spp.; <italic>Acinetobacter</italic> spp.; <italic>Pseudomonas</italic> spp.; <italic>Serratia</italic><break/><italic>marcescens</italic>; <italic>Stenotrophomonas maltophilia</italic>; <italic>Candida albicans</italic></td>
</tr>
<tr>
<td align="left" valign="top">Durkin</td>
<td align="center" valign="top">2016</td>
<td align="left" valign="top"><italic>Staphylococcus epidermidis</italic>; <italic>Candida</italic> spp.; <italic>Klebsiella</italic> spp.; <italic>Enterococcus faecalis</italic>; methicillin-sensitive<break/><italic>Staphylococcus aureus</italic> (MSSA); methicillin-resistant <italic>Staphylococcus aureus</italic> (MRSA); other coagulase-negative<break/><italic>Staphylococci</italic></td>
</tr>
<tr>
<td align="left" valign="top">Cotogni</td>
<td align="center" valign="top">2015</td>
<td align="left" valign="top"><italic>Staphylococcus aureus</italic>; coagulase-negative <italic>Staphylococci</italic>; <italic>Enterococcus</italic> spp.; <italic>Escherichia coli</italic>; <italic>Enterobacter</italic><break/><italic>cloacae</italic>; <italic>Klebsiella pneumoniae</italic></td>
</tr>
<tr>
<td align="left" valign="top">Christensen</td>
<td align="center" valign="top">2015</td>
<td align="left" valign="top"><italic>Staphylococcus aureus</italic>; coagulase-negative <italic>Staphylococci</italic>; <italic>Enterococcus faecalis</italic>; <italic>Bacillus cereus</italic>;<break/><italic>Corynebacterium</italic> spp.; <italic>Streptococcus salivarius</italic>; <italic>Micrococcus luteus</italic>; <italic>Enterobacter</italic> spp.; <italic>Escherichia coli</italic>;<break/><italic>Acinetobacter</italic> spp.; <italic>Pseudomonas aeruginosa</italic>; <italic>Stenotrophomonas maltophilia</italic>; <italic>Klebsiella</italic> spp.; <italic>Candida albicans</italic></td>
</tr>
<tr>
<td align="left" valign="top">Xue</td>
<td align="center" valign="top">2020</td>
<td align="left" valign="top">NR</td>
</tr>
<tr>
<td align="left" valign="top">Konrad</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">NR</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>NR, not reported.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec9">
<title>Meta-analysis of CRBSI</title>
<p>Ten studies reported the effects of PICCs and tunneled CVCs on the incidence of CRBSI based on per-patient risk. Moderate heterogeneity was observed among the included studies (<italic>I</italic><sup>2</sup>&#x202F;=&#x202F;33.1%, <italic>p</italic>&#x202F;=&#x202F;0.14). Therefore, both fixed-effects and random-effects models were applied. Under both models, PICC use was associated with a significantly lower risk of CRBSI compared with tunneled CVCs (fixed-effects model: RR&#x202F;=&#x202F;0.40, 95% CI 0.33&#x2013;0.49; random-effects model: RR&#x202F;=&#x202F;0.38, 95% CI 0.29&#x2013;0.50; both <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001) (<xref ref-type="fig" rid="fig2">Figure 2</xref>). According to GRADE, the quality of evidence was very low (<xref ref-type="supplementary-material" rid="SM3">Supplementary Table 3</xref>). In addition, seven studies reported CRBSI incidence based on per 1,000 catheter-days. The mean CRBSI rate was 0.77 per 1,000 PICC-days (range: 0.00&#x2013;1.96 per 1,000 PICC-days) and 1.01 per 1,000 tunneled CVC-days (range: 0.41&#x2013;1.93 per 1,000 tunneled CVC-days), indicating a consistently lower incidence associated with PICCs.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Forest plot for the incidence of CRBSI between PICCs and tunneled CVCs groups.</p>
</caption>
<graphic xlink:href="fnut-13-1742418-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Forest plot showing risk ratios with ninety-five percent confidence intervals for ten studies, each represented by a black diamond and grey square proportional to study weight. The summary estimate is shown as a blue diamond at the bottom. A red dashed vertical line marks a risk ratio of one. Values and weights are listed on the right, with an overall risk ratio of zero point four and I-squared value of thirty-three point one percent.</alt-text>
</graphic>
</fig>
<p>Subgroup analysis by country showed consistent results across most regions, including the USA, Spain, Canada, France, and Denmark, with no significant differences between PICCs and tunneled CVCs. In contrast, Italy and Poland did not demonstrate a statistically significant difference between the two catheter types. Subgroup analyses stratified by study design demonstrated that both prospective cohort and retrospective cohort studies found a significant difference between PICCs and tunneled CVCs, with PICC use being associated with a lower risk of CRBSI. When stratified by patient population, the association between catheter type and CRBSI risk remained consistent in both cancer and non-cancer populations. Moreover, subgroup analyses stratified by CRBSI definition demonstrated that studies using IDSA criteria, CDC criteria, and those applying non-standard clinical definitions all showed a statistically significant difference between PICCs and tunneled CVCs, with PICC use consistently associated with a lower risk of CRBSI (<xref ref-type="table" rid="tab3">Table 3</xref>).</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Subgroup analysis.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Subgroup</th>
<th align="left" valign="top" rowspan="2">Group</th>
<th align="center" valign="top" rowspan="2">No. studies</th>
<th align="center" valign="top" colspan="2">Fixed-effects model</th>
<th align="center" valign="top" colspan="2">Random-effects model</th>
</tr>
<tr>
<th align="center" valign="top">RR (95% CI)</th>
<th align="center" valign="top"><italic>p</italic>-value</th>
<th align="center" valign="top">RR (95% CI)</th>
<th align="center" valign="top"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="7">Country</td>
<td align="left" valign="top">USA</td>
<td align="center" valign="top">3</td>
<td align="char" valign="top" char="(">0.37 (0.25, 0.54)</td>
<td align="char" valign="top" char=".">0.001</td>
<td align="center" valign="top">0.37 (0.26, 0.54)</td>
<td align="center" valign="top">0.001</td>
</tr>
<tr>
<td align="left" valign="top">Spain</td>
<td align="center" valign="top">2</td>
<td align="char" valign="top" char="(">0.13 (0.03, 0.51)</td>
<td align="char" valign="top" char=".">0.003</td>
<td align="center" valign="top">0.14 (0.03, 0.53)</td>
<td align="center" valign="top">0.004</td>
</tr>
<tr>
<td align="left" valign="top">Canada</td>
<td align="center" valign="top">1</td>
<td align="char" valign="top" char="(">0.32 (0.23, 0.47)</td>
<td align="char" valign="top" char=".">0.001</td>
<td align="center" valign="top">0.32 (0.23, 0.47)</td>
<td align="center" valign="top">0.001</td>
</tr>
<tr>
<td align="left" valign="top">France</td>
<td align="center" valign="top">1</td>
<td align="char" valign="top" char="(">0.37 (0.24, 0.58)</td>
<td align="char" valign="top" char=".">0.001</td>
<td align="center" valign="top">0.37 (0.24, 0.58)</td>
<td align="center" valign="top">0.001</td>
</tr>
<tr>
<td align="left" valign="top">Italy</td>
<td align="center" valign="top">1</td>
<td align="char" valign="top" char="(">0.07 (0.00, 1.24)</td>
<td align="char" valign="top" char=".">0.070</td>
<td align="center" valign="top">0.07 (0.00, 1.24)</td>
<td align="center" valign="top">0.070</td>
</tr>
<tr>
<td align="left" valign="top">Denmark</td>
<td align="center" valign="top">1</td>
<td align="char" valign="top" char="(">0.71 (0.47, 1.08)</td>
<td align="char" valign="top" char=".">0.109</td>
<td align="center" valign="top">0.71 (0.47, 1.08)</td>
<td align="center" valign="top">0.109</td>
</tr>
<tr>
<td align="left" valign="top">Poland</td>
<td align="center" valign="top">1</td>
<td align="char" valign="top" char="(">0.32 (0.14, 0.74)</td>
<td align="char" valign="top" char=".">0.008</td>
<td align="center" valign="top">0.32 (0.14, 0.74)</td>
<td align="center" valign="top">0.008</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Design</td>
<td align="left" valign="top">Prospective cohort</td>
<td align="center" valign="top">7</td>
<td align="char" valign="top" char="(">0.33 (0.25, 0.44)</td>
<td align="char" valign="top" char=".">0.001</td>
<td align="center" valign="top">0.47 (0.24, 0.93)</td>
<td align="center" valign="top">0.030</td>
</tr>
<tr>
<td align="left" valign="top">Retrospective cohort</td>
<td align="center" valign="top">3</td>
<td align="char" valign="top" char="(">0.49 (0.38, 0.65)</td>
<td align="char" valign="top" char=".">0.001</td>
<td align="center" valign="top">0.35 (0.27, 0.45)</td>
<td align="center" valign="top">0.001</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Population</td>
<td align="left" valign="top">Cancer</td>
<td align="center" valign="top">2</td>
<td align="char" valign="top" char="(">0.15 (0.03, 0.81)</td>
<td align="char" valign="top" char=".">0.028</td>
<td align="center" valign="top">0.21 (0.03, 1.37)</td>
<td align="center" valign="top">0.105</td>
</tr>
<tr>
<td align="left" valign="top">Non-cancer</td>
<td align="center" valign="top">8</td>
<td align="char" valign="top" char="(">0.41 (0.34, 0.50)</td>
<td align="char" valign="top" char=".">0.001</td>
<td align="center" valign="top">0.39 (0.30, 0.51)</td>
<td align="center" valign="top">0.001</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">CRBSI definition</td>
<td align="left" valign="top">IDSA</td>
<td align="center" valign="top">2</td>
<td align="char" valign="top" char="(">0.15 (0.03, 0.81)</td>
<td align="char" valign="top" char=".">0.028</td>
<td align="center" valign="top">0.22 (0.03, 1.38)</td>
<td align="center" valign="top">0.105</td>
</tr>
<tr>
<td align="left" valign="top">CDC</td>
<td align="center" valign="top">5</td>
<td align="char" valign="top" char="(">0.35 (0.26, 0.47)</td>
<td align="char" valign="top" char=".">0.001</td>
<td align="center" valign="top">0.36 (0.27, 0.47)</td>
<td align="center" valign="top">0.001</td>
</tr>
<tr>
<td align="left" valign="top">No standard criteria</td>
<td align="center" valign="top">3</td>
<td align="char" valign="top" char="(">0.46 (0.36, 0.60)</td>
<td align="char" valign="top" char=".">0.001</td>
<td align="center" valign="top">0.43 (0.24, 0.78)</td>
<td align="center" valign="top">0.001</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>CRBSI, catheter-related bloodstream infection; CDC, Centers for Disease Control; IDSA, Infectious Diseases Society of America.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec10">
<title>Sensitivity analysis</title>
<p>Sensitivity analysis was performed by sequentially excluding each study (<xref ref-type="fig" rid="fig3">Figure 3</xref>). After excluding the study by Christensen et al., heterogeneity was eliminated (<italic>I</italic><sup>2</sup> decreased from 33.1 to 0%). The pooled effect estimate remained stable, with PICCs still associated with a significantly lower risk of CRBSI compared with tunneled CVCs (RR&#x202F;=&#x202F;0.33, 95% CI 0.26&#x2013;0.41), indicating the robustness of the overall findings (<xref ref-type="fig" rid="fig4">Figure 4</xref>).</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Sensitivity analysis for CRBSI risk.</p>
</caption>
<graphic xlink:href="fnut-13-1742418-g003.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Forest plot displaying meta-analysis random-effects estimates with each row representing a study omitted scenario, listing studies Vashi, Santacruz, Botella-Carretero, Elfassy, Tour&#x00E9;, Durkin, Cotogni, Christensen, Xue, and Konrad, with effect size confidence intervals shown along the x-axis from negative 1.30 to negative 0.61.</alt-text>
</graphic>
</fig>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Forest plot of the incidence of CRBSI comparing PICCs and tunneled CVCs after removal of one study.</p>
</caption>
<graphic xlink:href="fnut-13-1742418-g004.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Forest plot showing relative risk (RR) and ninety-five percent confidence intervals for nine studies, each represented by a square and horizontal line, along with weights. The pooled overall RR is zero point thirty-three with a confidence interval of zero point twenty-six to zero point forty-one, depicted as a diamond at the bottom. Vertical line at RR equals one and a dashed red line at the pooled estimate. Studies with smallest confidence intervals contribute most to overall weight.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec11">
<title>Publication bias</title>
<p>Publication bias was evaluated using funnel plots and Begg&#x2019;s test. Visual inspection of the funnel plot revealed no significant asymmetry (<xref ref-type="fig" rid="fig5">Figure 5</xref>). Both Egger&#x2019;s test (<italic>p</italic>&#x202F;=&#x202F;0.138) and Begg&#x2019;s test (<italic>p</italic>&#x202F;=&#x202F;0.421) indicated no significant publication bias.</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Begg&#x2019;s funnel plot for publication bias.</p>
</caption>
<graphic xlink:href="fnut-13-1742418-g005.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Begg's funnel plot displaying circles representing study effect sizes (log relative risk) against their standard errors, bounded by pseudo ninety-five percent confidence limit lines that form an inverted funnel shape, used to assess publication bias.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="sec12">
<title>Discussion</title>
<p>The choice between PICCs and tunneled CVCs for home parenteral nutrition remains a subject of an important clinical debate. This controversy arises from differences in complication risks, patient comfort, and cost-effectiveness. Therefore, determining which catheter insertion method provides superior outcomes is of critical importance. In this meta-analysis, we found that PICCs may be associated with a lower risk of CRBSI compared with tunneled CVCs in patients receiving home parenteral nutrition.</p>
<p>The observed lower risk of CRBSI associated with PICCs may be explained by several plausible reasons. First, peripheral insertion may reduce the risk of procedural contamination because the puncture site is more accessible and easier to maintain aseptically (<xref ref-type="bibr" rid="ref23">23</xref>, <xref ref-type="bibr" rid="ref24">24</xref>). Second, PICC placement is generally less invasive and often performed at the bedside using ultrasound guidance, which has been associated with fewer insertion-related complications and shorter procedure times&#x2014;factors that may reduce infection risk (<xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref26">26</xref>). In addition, catheter design characteristics may contribute to differences in CRBSI risk. PICCs used for home parenteral nutrition are more frequently single lumen and of smaller diameter, features that have been associated with lower rates of intraluminal colonization (<xref ref-type="bibr" rid="ref27">27</xref>, <xref ref-type="bibr" rid="ref28">28</xref>). However, tunneled CVCs are more frequently selected for patients with greater disease severity, poor peripheral venous access, or anticipated prolonged or complex therapy (<xref ref-type="bibr" rid="ref29">29</xref>, <xref ref-type="bibr" rid="ref30">30</xref>). As a majority of the included studies were observational and lacked adjustment for illness severity, catheter indication, and functional status, residual confounding cannot be excluded.</p>
<p>Our findings are largely consistent with previous observational studies reporting a lower incidence of CRBSI with PICCs than with tunneled CVCs, particularly in home-based care or long-term use scenarios (<xref ref-type="bibr" rid="ref11">11</xref>, <xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref21">21</xref>). Multiple prospective cohort studies have shown that PICCs are associated with fewer infectious complications, shorter catheter dwell-related morbidity, and lower hospitalization rates (<xref ref-type="bibr" rid="ref14">14</xref>, <xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref19">19</xref>, <xref ref-type="bibr" rid="ref22">22</xref>). In contrast, studies conducted in hospital settings sometimes reported minimal differences, suggesting that contextual factors, such as infection prevention training, institutional protocols, and healthcare personnel expertise, may influence the observed outcomes (<xref ref-type="bibr" rid="ref31">31</xref>). These comparisons underscore that, while catheter selection is important, strict adherence to infection control measures remains essential. Notably, the diagnosis of CRBSI varied across the included studies. CRBSI is defined according to established criteria, such as those proposed by the Centers for Disease Control and Prevention (CDC) (<xref ref-type="bibr" rid="ref32">32</xref>) or the Infectious Diseases Society of America (IDSA) (<xref ref-type="bibr" rid="ref33">33</xref>). However, several studies relied on less stringent definitions, such as positive blood cultures without standardized confirmation methods (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref19">19</xref>, <xref ref-type="bibr" rid="ref21">21</xref>). This inconsistency in diagnostic criteria may have contributed to heterogeneity in the pooled estimates and should be considered when interpreting the results.</p>
<p>Despite the important insights provided by our study, several limitations should be considered. First, a majority of the included studies were observational, introducing the potential for selection bias and residual confounding. Second, substantial heterogeneity existed across studies in CRBSI definitions, diagnostic criteria, and surveillance methods, which may have influenced the pooled estimates. Third, the majority of studies lacked detailed reporting of catheter-related variables, including catheter dwell time, the number of lumens, comorbidities, or concurrent medications, all of which can affect infection risk. Finally, the lack of high-quality randomized controlled trials limits the generalizability of our conclusions, particularly across diverse healthcare settings and populations with different home care practices. Importantly, when assessed using the GRADE framework, the overall certainty of evidence for the CRBSI was very low, due to the risk of bias, inconsistency, and imprecision.</p>
<p>Although the results of this meta-analysis indicate that PICCs may be associated with a lower risk of CRBSI compared with tunneled CVCs in patients receiving home parenteral nutrition, the available studies are observational, carrying a substantial risk of bias and residual confounding, which led to a very low certainty of evidence. High-quality, well-designed randomized controlled trials with standardized CRBSI definitions and comprehensive reporting of catheter-related variables are urgently needed to confirm these findings and to inform optimal vascular access strategies in home parenteral nutrition care.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec13">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref>; further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="sec14">
<title>Author contributions</title>
<p>Y-LZ: Writing &#x2013; review &#x0026; editing, Validation, Conceptualization, Methodology, Visualization, Formal analysis, Software, Writing &#x2013; original draft, Data curation. YW: Writing &#x2013; original draft, Methodology, Software, Formal analysis, Data curation. S-PQ: Software, Formal analysis, Writing &#x2013; original draft, Methodology. WZ: Methodology, Writing &#x2013; original draft, Software. P-YL: Writing &#x2013; original draft, Validation, Visualization, Supervision, Conceptualization, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="COI-statement" id="sec15">
<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="sec16">
<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 sec-type="disclaimer" id="sec17">
<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="sec18">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fnut.2026.1742418/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fnut.2026.1742418/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.DOCX" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table_2.DOCX" id="SM2" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table_3.DOCX" id="SM3" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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<fn-group>
<fn fn-type="custom" custom-type="edited-by" id="fn0001">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/587346/overview">Mar&#x00ED;a Guembe</ext-link>, Gregorio Mara&#x00F1;&#x00F3;n Hospital, Spain</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by" id="fn0002">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2183657/overview">Maria Jesus Perez-Granda</ext-link>, Gregorio Mara&#x00F1;&#x00F3;n Hospital, Spain</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3035844/overview">Indra Sandinirwan</ext-link>, Padjadjaran University, Indonesia</p>
</fn>
</fn-group>
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</article>