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<front>
<journal-meta>
<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.2023.1122010</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Nutrition</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Clinical impacts of the concomitant use of L-asparaginase and total parenteral nutrition containing L-aspartic acid in patients with acute lymphoblastic leukemia</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Ko</surname>
<given-names>Minoh</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2234231/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kim</surname>
<given-names>Myeong Gyu</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yoon</surname>
<given-names>Sung-Soo</given-names>
</name>
<xref rid="aff4" ref-type="aff"><sup>4</sup></xref>
<xref rid="aff5" ref-type="aff"><sup>5</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2237199/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kim</surname>
<given-names>In-Wha</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/663368/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Suh</surname>
<given-names>Sung Yun</given-names>
</name>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cho</surname>
<given-names>Yoon-Sook</given-names>
</name>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Oh</surname>
<given-names>Jung Mi</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/770524/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University</institution>, <addr-line>Seoul</addr-line>, <country>Republic of Korea</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Pharmacy, Seoul National University Hospital</institution>, <addr-line>Seoul</addr-line>, <country>Republic of Korea</country></aff>
<aff id="aff3"><sup>3</sup><institution>College of Pharmacy and Graduate School of Pharmaceutical Sciences, Ewha Womans University</institution>, <addr-line>Seoul</addr-line>, <country>Republic of Korea</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Internal Medicine, Seoul National University Hospital</institution>, <addr-line>Seoul</addr-line>, <country>Republic of Korea</country></aff>
<aff id="aff5"><sup>5</sup><institution>Cancer Research Institute, Seoul National University</institution>, <addr-line>Seoul</addr-line>, <country>Republic of Korea</country></aff>
<author-notes>
<fn id="fn0001" fn-type="edited-by"><p>Edited by: Cristian Deana, Azienda Sanitaria Universitaria Integrata di Udine, Italy</p></fn>
<fn id="fn0002" fn-type="edited-by"><p>Reviewed by: Salvatore Vaccaro, IRCCS Local Health Authority of Reggio Emilia, Italy; Alexandra Power-Hays, Cincinnati Children's Hospital Medical Center, United States</p></fn>
<corresp id="c001">&#x002A;Correspondence: Jung Mi Oh, <email>jmoh@snu.ac.kr</email></corresp>
<fn id="fn0003" fn-type="other"><p>This article was submitted to Clinical Nutrition, a section of the journal Frontiers in Nutrition</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>03</day>
<month>04</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>10</volume>
<elocation-id>1122010</elocation-id>
<history>
<date date-type="received">
<day>12</day>
<month>12</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>14</day>
<month>03</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Ko, Kim, Yoon, Kim, Suh, Cho and Oh.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Ko, Kim, Yoon, Kim, Suh, Cho and Oh</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>
<abstract>
<sec>
<title>Introduction</title>
<p>L-asparaginase (ASNase) depletes L-asparagine and causes the death of leukemic cells, making it a mainstay for the treatment of acute lymphoblastic leukemia (ALL). However, ASNase's activity can be inhibited by L-aspartic acid (Asp), which competes for the same substrate and reduces the drug's efficacy. While many commercially used total parenteral nutrition (TPN) products contain Asp, it is unclear how the concomitant use of TPNs containing Asp (Asp-TPN) affects ALL patients treated with ASNase. This propensity-matched retrospective cohort study evaluated the clinical effects of the interaction between ASNase and Asp-TPN.</p>
</sec>
<sec>
<title>Methods</title>
<p>The study population included newly diagnosed adult Korean ALL patients who received VPDL induction therapy consisting of vincristine, prednisolone, daunorubicin, and <italic>Escherichia coli</italic> L-asparaginase between 2004 and 2021. Patients were divided into two groups based on their exposure to Asp-TPN: (1) Asp-TPN group and (2) control group. Data, including baseline characteristics, disease information, medication information, and laboratory data, were collected retrospectively. The primary outcomes for the effectiveness were overall and complete response rates. Relapse-free survival at six months and one year of treatment were also evaluated. The safety of both TPN and ASNase was evaluated by comparing liver function test levels between groups. A 1:1 propensity score matching analysis was conducted to minimize potential selection bias.</p>
</sec>
<sec>
<title>Results</title>
<p>The analysis included a total of 112 ALL patients, and 34 of whom received Asp-TPN and ASNase concomitantly. After propensity score matching, 30 patients remained in each group. The concomitant use of Asp-TPN and ASNase did not affect the overall response rate (odds ratio [OR] 0.53; 95% confidence interval [CI] = 0.17&#x2013;1.62) or the complete response rate (OR 0.86; 95% CI = 0.29&#x2013;2.59) of the ASNase-including induction therapy. The concomitant use of Asp-TPN and ASNase also did not impact relapse-free survival (RFS) at six months and one year of treatment (OR 1.00; 95% CI = 0.36&#x2013;2.78 and OR 1.24; 95% CI, 0.50&#x2013;3.12, respectively). The peak levels of each liver function test (LFT) and the frequency of LFT elevations were evaluated during induction therapy and showed no difference between the two groups.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>There is no clear rationale for avoiding Asp-TPN in ASNase-treated patients.</p>
</sec>
</abstract>
<kwd-group>
<kwd>L-asparaginase</kwd>
<kwd>L-aspartic acid</kwd>
<kwd>total parenteral nutrition</kwd>
<kwd>interaction</kwd>
<kwd>acute lymhoblastic leukaemia</kwd>
<kwd>effectiveness</kwd>
<kwd>safety</kwd>
<kwd>propensity score matching</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="26"/>
<page-count count="8"/>
<word-count count="5265"/>
</counts>
</article-meta>
</front>
<body>
<sec id="sec1" sec-type="intro">
<label>1.</label>
<title>Introduction</title>
<p>Although survival outcomes have improved dramatically in pediatrics with acute lymphoblastic leukemia (ALL), cure rates for adult ALL patients have been estimated to be only 40% (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref2">2</xref>). According to several studies, the initial response affects the prognosis of ALL. High levels of minimal residual disease (MRD) have been found to be associated with decreased relapse-free survival (RFS) after induction therapy. Thus, any potential factor that could affect the initial response of induction treatment needs to be reduced to maximize long-term responses. For newly diagnosed adult ALL patients, the regimen consisting of vincristine, prednisolone, daunorubicin, and L-asparaginase (VPDL) is used as induction therapy (<xref ref-type="bibr" rid="ref3">3</xref>).</p>
<p>L-asparaginase (ASNase) is an enzyme that catalyzes the hydrolysis of L-asparagine into L-aspartic acid (Asp). In blood and cerebrospinal fluid, ASNase leads to a rapid lowering of the levels of asparagine, an amino acid that is crucial for cell growth (<xref ref-type="bibr" rid="ref4">4</xref>&#x2013;<xref ref-type="bibr" rid="ref7">7</xref>). While normal cells can synthesize asparagine, leukemic lymphoblasts lack asparagine synthetase and are incapable of <italic>de novo</italic> asparagine synthesis, which makes them dependent on the exogenous supply of asparagine. ASNase results in apoptosis of tumor cells by draining all circulating asparagine as shown in <xref rid="fig1" ref-type="fig">Figure 1</xref> (<xref ref-type="bibr" rid="ref8">8</xref>). Previous binding and inhibition studies (<xref ref-type="bibr" rid="ref9">9</xref>&#x2013;<xref ref-type="bibr" rid="ref11">11</xref>) demonstrated the interaction between this enzyme drug and its product, Asp. One study found that Asp competitively inhibits ASNase with the inhibition constant of 80&#x2009;&#x03BC;M (<xref ref-type="bibr" rid="ref9">9</xref>). Based on these studies, a way to chemically remove Asp from ASNase was suggested to maintain the activity of ASNase and to prevent this interaction. Now, commercially supplied ASNase does not contain Asp.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Mechanism of L-asparaginase in tumor cells. Asn, L-asparagine; ASNase, Asparaginase; Asp, L-aspartic acid; ATP, Adenosine triphosphate; AMP, Adenosine monophosphate.</p>
</caption>
<graphic xlink:href="fnut-10-1122010-g001.tif"/>
</fig>
<p>Meanwhile, ALL patients undergoing chemotherapy suffer from malnutrition due to mucositis and anorexia caused by chemotherapy, which contributes to the mortality rate of cancer patients (<xref ref-type="bibr" rid="ref12">12</xref>&#x2013;<xref ref-type="bibr" rid="ref16">16</xref>, <xref ref-type="bibr" rid="ref26">26</xref>). Total parenteral nutrition (TPN) provides a way to deliver nutrients directly into the bloodstream to help maintain adequate nutrition in these patients, who may not be able to consume enough food orally. TPN products contain several kinds of amino acids, and Asp is included among them. Asparagine, on the other hand, is excluded from the TPN products because normal cells can synthesize asparagine <italic>via</italic> the actions of asparagine synthetase. Because Asp-containing TPN (Asp-TPN) formulations are being concomitantly used with ASNase, we are concerned that Asp in TPN may affect the clinical response of ASNase. However, whether the interaction between ASNase and Asp-TPN would impact the clinical outcomes in newly diagnosed ALL patients has never been studied. As previously mentioned, achieving complete remission (CR) with induction therapy is important for ALL prognosis. If an amino acid known to affect the activity of the cornerstone of induction therapy is being administered concurrently with TPN, clinical analysis of the interaction is significant. Accordingly, we compared the response, relapse, and safety between the control and Asp-TPN groups to ensure ASNase and TPN can be used concomitantly in ALL patients.</p>
</sec>
<sec id="sec2" sec-type="materials|methods">
<label>2.</label>
<title>Materials and methods</title>
<sec id="sec3">
<label>2.1.</label>
<title>Study population</title>
<p>Newly diagnosed adult Korean ALL patients were included who administered <italic>Escherichia coli</italic> ASNase-including VPDL induction therapy (vincristine 1.5&#x2009;mg/m<sup>2</sup> iv, maximum 2&#x2009;mg on days 1, 8, 15, and 22, prednisolone 40&#x2009;mg/m<sup>2</sup> or 60&#x2009;mg/m<sup>2</sup> po on days 1&#x2013;22 with tapering off, daunorubicin 45&#x2009;mg/m<sup>2</sup>, 60&#x2009;mg/m<sup>2</sup>, or 90&#x2009;mg/m<sup>2</sup> iv on day 1&#x2013;3, and ASNase 6,000&#x2009;IU/m<sup>2</sup> iv, maximum 10,000&#x2009;IU on day 12&#x2013;21) at Seoul National University Hospital (SNUH) between the years 2004 and 2021. Patients who had been diagnosed with other hemato-oncological diseases and exposed to other chemotherapy regimens were excluded from this study. Additionally, we excluded those patients receiving ASNase doses less than 30,000&#x2009;IU/m<sup>2</sup> (50% of the normal dose). The patients were followed up for relapse until a year had passed from the first remission. Patients who met inclusion criteria were then divided into two groups based on their exposure to Asp-TPN: (1) Asp-TPN group and (2) control group. The study was approved by the Institutional Review Board of Seoul National University Hospital Clinical Research Institute (IRB No. 2103-076-1204).</p>
</sec>
<sec id="sec4">
<label>2.2.</label>
<title>Data collection</title>
<p>All data, including baseline characteristics, disease, medication information, and laboratory data, were collected retrospectively from electronic medical records. Data including age, sex, body mass index (BMI), and body surface area (BSA) were collected as baseline characteristics. Types of diets along with methods of nutrition during ASNase administration and performance status (PS) based on the Eastern Cooperative Oncology Group (ECOG) score at the beginning of induction therapy were also obtained (<xref ref-type="bibr" rid="ref17">17</xref>). To classify the risk category of ALL following National Comprehensive Cancer Network (NCCN) guidelines (<xref ref-type="bibr" rid="ref3">3</xref>), white blood cell (WBC) count (&#x00D7;10<sup>9</sup>/L), bone marrow blast (%), immunophenotype, cytogenetic and molecular subtypes, and extramedullary or other organ involvement were gathered. As previous chemotherapy could affect patients&#x2019; sensitivity to chemotherapy, comorbidities were collected and divided into oncological and non-oncological diseases. The medication information obtained for each subject included the dose and dosing schedule of VPDL induction therapy, as well as the types and doses of TPN formulations and any concomitant drug therapies. To analyze the clinical effects of VPDL induction therapy, the laboratory data were collected from the first day of admission to the day of discharge after completion of VPDL induction therapy. The following data were included: absolute neutrophil count (ANC) (&#x00D7;10<sup>9</sup>/L), platelet count (&#x00D7;10<sup>9</sup>/L), and blast (%) of peripheral blood on the day of bone marrow exam and during follow-up visit after discharge, liver function tests (LFTs) including total bilirubin, aspartate aminotransferase (AST), alanine aminotransferase (ALT), alkaline phosphatase (ALP), and gamma-glutamyl transferase (GGT).</p>
</sec>
<sec id="sec5">
<label>2.3.</label>
<title>Outcomes</title>
<p>The effectiveness of concomitant use of Asp-TPN and ASNase was primarily compared by determining the overall and complete response rates (ORR and CRR, respectively) between the Asp-TPN and the control groups on the day that the bone marrow examination was conducted. The ORR of VPDL induction therapy was defined as a combination of complete response (CR) and CR with incomplete count recovery (CRi) in accordance with NCCN guidelines. Other measures of effectiveness included RFS, which followed the definition made by the Berlin-Frankfurt-M&#x00FC;nster (BFM) and Children&#x2019;s Oncology Group (COG) groups (<xref ref-type="bibr" rid="ref18">18</xref>). Very early and early relapse rate were evaluated by the RFS rate (%) at 6&#x2009;months and 1&#x2009;year of treatment, respectively.</p>
<p>For safety evaluation of both TPN and ASNase, we specifically compared the levels of LFTs between two groups at baseline and after VPDL induction. The peak levels of LFTs were categorized according to the Common Terminology Criteria for Adverse Events (CTCAE version 4.03, Bethesda, MD). Along with absolute peak levels of LFT values, the percentage of patients with grade 2 or more adverse events associated with the LFTs increase was compared between the groups.</p>
</sec>
<sec id="sec6">
<label>2.4.</label>
<title>Statistical analysis</title>
<p>Based on the results of the Shapiro&#x2013;Wilk test, continuous variables were compared using a t-test or Mann&#x2013;Whitney U test and presented as either mean (standard deviation [SD]) or median (range). Categorical data were compared by Pearson&#x2019;s chi-squared or Fisher&#x2019;s exact test and described as frequency. Survival analysis was performed using the Kaplan&#x2013;Meier method and compared using log-rank analysis. To minimize the potential selection bias, a 1:1 propensity score matching analysis was conducted using the nearest-neighbor method with a caliper of 0.20. The propensity score was estimated by using the following predictors: (1) age, (2) sex, (3) BSA, (4) BMI, (5) risk category for ALL, (6) the total dose of ASNase, (7) total administered days of ASNase, (8) performance status on admission, (9) central nervous system (CNS) involvement at diagnosis, (10) nutrition risk, (11) albumin on the first day of chemotherapy, (12) dose modification of VPDL induction, and (13) previous history of the disease. All analyses were performed using the R-software (R for Windows 4.2.1; The R Foundation for Statistical Computing, Vienna, Austria) with a significance level of 0.05. MatchIt package for the R-software was used for propensity score-based matching.</p>
</sec>
</sec>
<sec id="sec7" sec-type="results">
<label>3.</label>
<title>Results</title>
<sec id="sec8">
<label>3.1.</label>
<title>Patient characteristics</title>
<p>A total of 112 newly diagnosed ALL patients who received VPDL induction therapy between 2004 and 2021 were included in the study (<xref rid="fig2" ref-type="fig">Figure 2</xref>). Among 112 included patients, 33 patients (29.5%) were concomitantly treated with Asp-TPN at least once during ASNase therapy. The median duration of co-administration of Asp-TPN and ASNase was 4&#x2009;days (range 1&#x2013;10&#x2009;days), and the median dose of Asp administered by TPN was 1.50 (0.5&#x2013;3.20) g/day. Before group matching, the weight of the Asp-TPN user group was lower than the control group (65.3&#x2009;kg versus 68.0&#x2009;kg; <italic>p</italic>&#x2009;=&#x2009;0.08). To minimize the effect of baseline nutrition status on the outcomes, propensity score matching was conducted, and 30 patients from the Asp-TPN group were matched to 30 patients in the control group. The similar weights of both groups (Asp-TPN group versus Control group: 61.0&#x2009;kg versus 62.0&#x2009;kg; <italic>p</italic>&#x2009;=&#x2009;0.86) showed the balance between the groups (<xref rid="fig3" ref-type="fig">Figure 3</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Flowchart of the study population. ALL, acute lymphoblastic leukemia; VPDL induction, Vincristine/Prednisolone/Daunorubicin/L-asparaginase induction regimen; Asp-TPN, aspartic acid-containing total parenteral nutrition.</p>
</caption>
<graphic xlink:href="fnut-10-1122010-g002.tif"/>
</fig>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Covariate balance after propensity score matching. ALL, acute lymphoblastic leukemia; ASNase, L-asparaginase; CNS, Central nervous system.</p>
</caption>
<graphic xlink:href="fnut-10-1122010-g003.tif"/>
</fig>
<p>Overall, baseline characteristics, including nutrition risk, BMI, LFTs and albumin of matched cohorts were similar between groups (<xref rid="tab1" ref-type="table">Table 1</xref>). Factors that could affect ALL treatment outcomes, including disease risk, ASNase dose, CNS involvement, and prophylactic use of intrathecal methotrexate were comparable between groups. A similar proportion of high-risk ALL patients were included in each group (63.3% in the Asp-TPN group and 53.3% in the control group; <italic>p</italic>&#x2009;=&#x2009;0.62). The number of gene mutation BCR&#x2013;ABL positive patients taking tyrosine kinase inhibitors (TKIs), which are known to be critical factors for treatment outcomes of ALL, was similar between groups (nine people in the Asp-TPN group versus seven people in the control group; <italic>p</italic>&#x2009;=&#x2009;0.78). At the time of admission, there were slightly more patients with ECOG scores of 3 or more in the Asp-TPN group, but the difference was not statistically significant (11 versus 9; <italic>p</italic>&#x2009;=&#x2009;0.80). When it came to comorbidities, two patients in the Asp-TPN group and one patient in the control group had received treatment for solid cancers (<italic>p</italic>&#x2009;=&#x2009;0.49). Additionally, no differences were noted in the total doses of ASNase, vincristine, daunorubicin, and prednisolone between the Asp-TPN and control groups.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Baseline characteristics of the propensity score-matched patients.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="top">Asp-TPN group (<italic>n</italic>&#x2009;=&#x2009;30)</th>
<th align="center" valign="top">Control group (<italic>n</italic>&#x2009;=&#x2009;30)</th>
<th align="center" valign="top"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Age (years)<xref rid="tfn1" ref-type="table-fn"><sup>a</sup></xref></td>
<td align="char" valign="top" char="(">41 (26&#x2013;50)</td>
<td align="char" valign="top" char="(">42 (26&#x2013;55)</td>
<td align="char" valign="top" char=".">0.98</td>
</tr>
<tr>
<td align="left" valign="top">Sex (male)</td>
<td align="char" valign="top" char="(">13 (43.3%)</td>
<td align="char" valign="top" char="(">13 (43.3%)</td>
<td align="char" valign="top" char=".">1.00</td>
</tr>
<tr>
<td align="left" valign="top">BMI (kg/m<sup>2</sup>)<xref rid="tfn1" ref-type="table-fn"><sup>a</sup></xref></td>
<td align="char" valign="top" char="(">22.2 (16.6&#x2013;32.6)</td>
<td align="char" valign="top" char="(">22.6 (16.9&#x2013;30.5)</td>
<td align="char" valign="top" char=".">0.53</td>
</tr>
<tr>
<td align="left" valign="top">BSA (m<sup>2</sup>)<xref rid="tfn1" ref-type="table-fn"><sup>a</sup></xref></td>
<td align="char" valign="top" char="(">1.68 (1.44&#x2013;2.22)</td>
<td align="char" valign="top" char="(">1.69 (1.42&#x2013;1.96)</td>
<td align="char" valign="top" char=".">0.96</td>
</tr>
<tr>
<td align="left" valign="top">Albumin (g/dL)<xref rid="tfn1" ref-type="table-fn"><sup>a</sup></xref></td>
<td align="char" valign="top" char="(">3.9 (2.9&#x2013;4.4)</td>
<td align="char" valign="top" char="(">3.8 (2.9&#x2013;4.9)</td>
<td align="char" valign="top" char=".">0.79</td>
</tr>
<tr>
<td align="left" valign="top">Disease history</td>
<td/>
<td/>
<td align="char" valign="top" char=".">0.46</td>
</tr>
<tr>
<td align="left" valign="top">Oncologic disease</td>
<td align="char" valign="top" char="(">3 (10.0%)</td>
<td align="char" valign="top" char="(">1 (3.3%)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Other than malignancy</td>
<td align="char" valign="top" char="(">7 (23.3%)</td>
<td align="char" valign="top" char="(">10 (33.3%)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Performance status (ECOG score)</td>
<td/>
<td align="char" valign="top" char=".">0.41</td>
</tr>
<tr>
<td align="left" valign="top">2</td>
<td align="char" valign="top" char="(">10 (33.3%)</td>
<td align="char" valign="top" char="(">15 (50.0%)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2265;3</td>
<td align="char" valign="top" char="(">11 (36.7%)</td>
<td align="char" valign="top" char="(">9 (30.0%)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">CNS involvement</td>
<td align="char" valign="top" char="(">1 (3.3%)</td>
<td align="char" valign="top" char="(">0 (0%)</td>
<td align="char" valign="top" char=".">1.00</td>
</tr>
<tr>
<td align="left" valign="top">Administered day of ASNase<xref rid="tfn1" ref-type="table-fn"><sup>a</sup></xref></td>
<td align="char" valign="top" char="(">10 (6&#x2013;10)</td>
<td align="char" valign="top" char="(">10 (7&#x2013;10)</td>
<td align="char" valign="top" char=".">0.47</td>
</tr>
<tr>
<td align="left" valign="top">Disease risk of ALL</td>
<td/>
<td/>
<td align="char" valign="top" char=".">0.62</td>
</tr>
<tr>
<td align="left" valign="top">Standard</td>
<td align="char" valign="top" char="(">14 (46.7%)</td>
<td align="char" valign="top" char="(">11 (36.7%)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">High / Very high</td>
<td align="char" valign="top" char="(">16 (53.3%)</td>
<td align="char" valign="top" char="(">19 (63.3%)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Total ASNase dose (&#x00D7;1000IU/m<sup>2</sup>)<xref rid="tfn1" ref-type="table-fn"><sup>a</sup></xref></td>
<td align="char" valign="top" char="(">6.0 (3.6&#x2013;6.6)</td>
<td align="char" valign="top" char="(">6.0 (4.2&#x2013;6.0)</td>
<td align="char" valign="top" char=".">0.47</td>
</tr>
<tr>
<td align="left" valign="top">Nutritional risk (severe)</td>
<td align="char" valign="top" char="(">10 (33.3%)</td>
<td align="char" valign="top" char="(">11 (36.7%)</td>
<td align="char" valign="top" char=".">0.76</td>
</tr>
<tr>
<td align="left" valign="top">Dose modification</td>
<td align="char" valign="top" char="(">14 (46.7%)</td>
<td align="char" valign="top" char="(">17 (56.7%)</td>
<td align="char" valign="top" char=".">0.61</td>
</tr>
<tr>
<td align="left" valign="top" char="." colspan="4">Liver function tests<xref rid="tfn1" ref-type="table-fn"><sup>a</sup></xref></td>
</tr>
<tr>
<td align="left" valign="top">Total bilirubin (mg/dL)</td>
<td align="char" valign="top" char="(">0.75 (0.3&#x2013;16.7)</td>
<td align="char" valign="top" char="(">0.7 (0.5&#x2013;2.1)</td>
<td align="char" valign="top" char=".">0.46</td>
</tr>
<tr>
<td align="left" valign="top">AST (IU/L)</td>
<td align="char" valign="top" char="(">24.5 (9&#x2013;340)</td>
<td align="char" valign="top" char="(">27.5 (10&#x2013;103)</td>
<td align="char" valign="top" char=".">0.92</td>
</tr>
<tr>
<td align="left" valign="top">ALT (IU/L)</td>
<td align="char" valign="top" char="(">21 (6&#x2013;138)</td>
<td align="char" valign="top" char="(">27 (10&#x2013;257)</td>
<td align="char" valign="top" char=".">0.09</td>
</tr>
<tr>
<td align="left" valign="top">ALP (IU/L)</td>
<td align="char" valign="top" char="(">83.5 (48&#x2013;888)</td>
<td align="char" valign="top" char="(">71 (16&#x2013;246)</td>
<td align="char" valign="top" char=".">0.15</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn1">
<label>a</label>
<p>Median (min-max).</p></fn>
<p>ALL, acute lymphoblastic leukemia. ASNase, L-asparaginase; Asp-TPN, aspartic acid-containing total parenteral nutrition; ALP, alkaline phosphatase. ALT, alanine aminotransferase; AST, aspartate aminotransferase. BMI, body mass index. BSA, body surface area. CNS, central nervous system. ECOG, the Eastern Cooperative Oncology Group.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec9">
<label>3.2.</label>
<title>Outcomes</title>
<sec id="sec10">
<label>3.2.1.</label>
<title>Effectiveness</title>
<p>Two patients in the Asp-TPN group and one subject in the control group died due to sepsis before the response to induction therapy could be analyzed and were therefore, excluded when evaluating the response. Both the ORR and the CRR showed no difference between the two groups (ORR, 67.9% versus 79.3%; Odds ratio [OR] 0.53; 95% confidence interval [CI] 0.17&#x2013;1.62; <italic>p</italic>&#x2009;=&#x2009;0.65 and CRR, 34.5% versus 35.7%; OR 0.86; 95% CI 0.29&#x2013;2.59; <italic>p</italic>&#x2009;=&#x2009;1.00), corresponding to Asp-TPN group versus Control group (<xref rid="tab2" ref-type="table">Table 2</xref>).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Response rates according to the concomitant use of total parenteral nutrition containing L-aspartic acid.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle">Asp-TPN group (<italic>n</italic>&#x2009;=&#x2009;30)</th>
<th align="center" valign="middle">Control group (<italic>n</italic>&#x2009;=&#x2009;30)</th>
<th align="center" valign="middle">OR [95% CI]</th>
<th align="center" valign="middle"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="4">Overall response, <italic>n</italic> (%)</td>
</tr>
<tr>
<td align="left" valign="top">19 (67.9%)</td>
<td align="char" valign="middle" char="(">23 (79.3%)</td>
<td align="char" valign="top" char="[">0.53 [0.17&#x2013;1.62]</td>
<td align="char" valign="middle" char=".">0.65</td>
</tr>
<tr>
<td align="left" valign="top" colspan="4">Complete response, <italic>n</italic> (%)</td>
</tr>
<tr>
<td align="left" valign="top">9 (34.5%)</td>
<td align="char" valign="middle" char="(">10 (35.7%)</td>
<td align="char" valign="top" char="[">0.86 [0.29&#x2013;2.59]</td>
<td align="char" valign="middle" char=".">1.00</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Asp-TPN, aspartic acid-containing total parenteral nutrition; CI, confidence interval; OR, odds ratio.</p>
</table-wrap-foot>
</table-wrap>
<p>We evaluated the impact of Asp-TPN on the relapse of ALL based on 6-month and 1-year RFS. No difference was found in the 6&#x2009;month RFS between the two groups (OR, 1.00; 95% CI 0.36&#x2013;2.78) as shown in <xref rid="fig4" ref-type="fig">Figure 4</xref>. 1&#x2009;year after the start of the induction therapy, the concomitant use of ASNase and Asp-TPN led to an increase in the risk of early relapse (OR 1.24; 95% CI 0.50&#x2013;3.12), and yet the OR did not reach statistical significance (<italic>p</italic>&#x2009;=&#x2009;0.85, <xref rid="fig4" ref-type="fig">Figure 4</xref>).</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Relapse-free survival according to the concomitant use of total parenteral nutrition containing L-aspartic acid. Asp-TPN, aspartic acid-containing total parenteral nutrition.</p>
</caption>
<graphic xlink:href="fnut-10-1122010-g004.tif"/>
</fig>
</sec>
<sec id="sec11">
<label>3.2.2.</label>
<title>Safety</title>
<p>As shown in <xref rid="tab3" ref-type="table">Table 3</xref>, no statistically significant differences in absolute peak levels of total bilirubin, aminotransferases, ALP, and GGT between groups while receiving the treatments were found. The median peak levels of total bilirubin, ALT, and GGT were above the upper limits of the normal range. The frequency of grade&#x2009;&#x2265;&#x2009;3 LFT elevation was comparable in general. As <xref rid="tab4" ref-type="table">Table 4</xref> shows, the most common grade&#x2009;&#x2265;&#x2009;3 adverse event was blood bilirubin increased (30% versus 26.7% in the Asp-TPN versus the control group). The levels of LFTs increased within 10&#x2009;days (9 [3&#x2013;18] versus 7 [1&#x2013;21], Asp-TPN versus control) after VPDL induction therapy had started. The peak levels of GGT were only available from 19 and 23 patients from the Asp-TPN and control groups, respectively, because GGT levels were only measured when patients showed increased levels in aminotransferases. It explains why the minimum peak levels were above the lower limits of the normal ranges in both groups.</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Peak level of liver function test (LFT) results.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="middle">Asp-TPN group (<italic>n</italic>&#x2009;=&#x2009;30)</th>
<th align="center" valign="middle">Control group (<italic>n</italic>&#x2009;=&#x2009;30)</th>
<th align="center" valign="middle"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">T.bil (mg/dL)<xref rid="tfn2" ref-type="table-fn"><sup>a</sup></xref></td>
<td align="char" valign="middle" char="(">2.5 (1.9&#x2013;3.7)</td>
<td align="char" valign="middle" char="(">2.2 (1.7&#x2013;4.0)</td>
<td align="char" valign="middle" char=".">0.46</td>
</tr>
<tr>
<td align="left" valign="top">AST (IU/L)<xref rid="tfn2" ref-type="table-fn"><sup>a</sup></xref></td>
<td align="char" valign="middle" char="(">41.5 (23&#x2013;160)</td>
<td align="char" valign="middle" char="(">47.0 (28&#x2013;107)</td>
<td align="char" valign="middle" char=".">0.85</td>
</tr>
<tr>
<td align="left" valign="top">ALT (IU/L)<xref rid="tfn2" ref-type="table-fn"><sup>a</sup></xref></td>
<td align="char" valign="middle" char="(">91.5 (48&#x2013;158)</td>
<td align="char" valign="middle" char="(">87.5 (53&#x2013;204)</td>
<td align="char" valign="middle" char=".">0.88</td>
</tr>
<tr>
<td align="left" valign="top">ALP (IU/L)<xref rid="tfn2" ref-type="table-fn"><sup>a</sup></xref></td>
<td align="char" valign="middle" char="(">123.5 (73&#x2013;198)</td>
<td align="char" valign="middle" char="(">113 (90&#x2013;298)</td>
<td align="char" valign="middle" char=".">0.46</td>
</tr>
<tr>
<td align="left" valign="top">GGT (IU/L)<xref rid="tfn2" ref-type="table-fn"><sup>a</sup></xref><sup>,</sup><xref rid="tfn3" ref-type="table-fn"><sup>b</sup></xref></td>
<td align="char" valign="middle" char="(">196 (65&#x2013;291)</td>
<td align="char" valign="middle" char="(">133 (70&#x2013;299)</td>
<td align="char" valign="middle" char=".">1.00</td>
</tr>
</tbody>
</table>
<table-wrap-foot><fn id="tfn2">
<label>a</label>
<p>Median (min-max).</p></fn> <fn id="tfn3">
<label>b</label>
<p>Only 19 of Asp-TPN group and 23 of control group had GGT results.</p></fn><p>ALP, alkaline phosphatase; ALT, alanine transaminase; AST, aspartate transaminase; GGT, gamma-glutamyl transferase; T.bil, total bilirubin; Asp-TPN, aspartic acid-containing total parenteral nutrition.</p></table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>The frequency of Grade 2 or more adverse events associated with LFT increases.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="middle">Asp-TPN group (<italic>n</italic> =&#x2009;30)</th>
<th align="center" valign="middle">Control group (<italic>n</italic>&#x2009;=&#x2009;30)</th>
<th align="center" valign="middle"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="4">T.bil increased</td>
</tr>
<tr>
<td align="left" valign="top">Grade&#x2009;&#x2265;&#x2009;2</td>
<td align="char" valign="middle" char="(">21 (70.0%)</td>
<td align="char" valign="middle" char="(">25 (83.3%)</td>
<td align="char" valign="middle" char=".">0.36</td>
</tr>
<tr>
<td align="left" valign="top">Grade&#x2009;&#x2265;&#x2009;3</td>
<td align="char" valign="middle" char="(">9 (30.0%)</td>
<td align="char" valign="middle" char="(">8 (26.7%)</td>
<td align="char" valign="middle" char=".">1.00</td>
</tr>
<tr>
<td align="left" valign="top" colspan="4">AST increased</td>
</tr>
<tr>
<td align="left" valign="top">Grade&#x2009;&#x2265;&#x2009;2</td>
<td align="char" valign="middle" char="(">6 (20.0%)</td>
<td align="char" valign="middle" char="(">8 (26.7%)</td>
<td align="char" valign="middle" char=".">0.76</td>
</tr>
<tr>
<td align="left" valign="top">Grade&#x2009;&#x2265;&#x2009;3</td>
<td align="char" valign="middle" char="(">4 (13.3%)</td>
<td align="char" valign="middle" char="(">6 (20.0%)</td>
<td align="char" valign="middle" char=".">0.73</td>
</tr>
<tr>
<td align="left" valign="top" colspan="4">ALT increased</td>
</tr>
<tr>
<td align="left" valign="top">Grade&#x2009;&#x2265;&#x2009;2</td>
<td align="char" valign="middle" char="(">12 (40.0%)</td>
<td align="char" valign="middle" char="(">10 (33.3%)</td>
<td align="char" valign="middle" char=".">0.79</td>
</tr>
<tr>
<td align="left" valign="top">Grade&#x2009;&#x2265;&#x2009;3</td>
<td align="char" valign="middle" char="(">8 (26.7%)</td>
<td align="char" valign="middle" char="(">7 (23.3%)</td>
<td align="char" valign="middle" char=".">1.00</td>
</tr>
<tr>
<td align="left" valign="top" colspan="4">ALP increased</td>
</tr>
<tr>
<td align="left" valign="top">Grade&#x2009;&#x2265;&#x2009;2</td>
<td align="char" valign="middle" char="(">8 (26.7%)</td>
<td align="char" valign="middle" char="(">4 (13.3%)</td>
<td align="char" valign="middle" char=".">0.33</td>
</tr>
<tr>
<td align="left" valign="top">Grade&#x2009;&#x2265;&#x2009;3</td>
<td align="char" valign="middle" char="(">2 (6.7%)</td>
<td align="char" valign="middle" char="(">0 (0%)</td>
<td align="char" valign="middle" char=".">0.49</td>
</tr>
<tr>
<td/>
<td align="center" valign="middle">
<bold>Asp-TPN group (<italic>n</italic>=19</bold>
<xref rid="tfn4" ref-type="table-fn"><sup>
<bold>a</bold>
</sup></xref>
<bold>)</bold>
</td>
<td align="center" valign="middle">
<bold>Control group (<italic>n</italic>=23</bold>
<xref rid="tfn4" ref-type="table-fn"><sup>
<bold>a</bold>
</sup></xref>
<bold>)</bold>
</td>
<td align="center" valign="middle"><italic>p</italic>-value</td>
</tr>
<tr>
<td align="left" valign="top" colspan="4">GGT increased</td>
</tr>
<tr>
<td align="left" valign="top">Grade&#x2009;&#x2265;&#x2009;2</td>
<td align="char" valign="middle" char="(">9 (47.4%)</td>
<td align="char" valign="middle" char="(">13 (56.5%)</td>
<td align="char" valign="middle" char=".">0.78</td>
</tr>
<tr>
<td align="left" valign="top">Grade&#x2009;&#x2265;&#x2009;3</td>
<td align="char" valign="middle" char="(">4 (21.1%)</td>
<td align="char" valign="middle" char="(">5 (21.7%)</td>
<td align="char" valign="middle" char=".">1.00</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn4">
<label>a</label>
<p>Only 19 of Asp-TPN group and 23 of control group had GGT results.</p></fn>
<p>ALP, alkaline phosphatase; ALT, alanine transaminase; AST, aspartate transaminase; GGT, gamma-glutamyl transferase; T.bil, total bilirubin; Asp-TPN, aspartic acid-containing total parenteral nutrition.</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
</sec>
<sec id="sec12" sec-type="discussions">
<label>4.</label>
<title>Discussion</title>
<p>In this retrospective cohort study, the clinical effects of concomitant administration of Asp-TPN formulation and ASNase were evaluated for the first time. Overall, concurrent infusion of Asp-TPN with ASNase did not affect the response of the induction therapy or the very early relapse rate in patients with ALL.</p>
<p>It was imperative to investigate this topic for three primary reasons. To begin with, despite previous <italic>in vitro</italic> studies suggesting the interaction between ASNase and Asp, no study has evaluated whether Asp-TPN would clinically impact the effectiveness of ASNase or not in ALL patients. Furthermore, the new evidence was necessary to decide on the optimized TPN formulation that had minimal interactions with the chemotherapy in ALL patients. Since Asp plays a role in hormone production and release, and helps the nervous system function normally, it is contained in many commercial TPN formulations used for cancer patients. However, no evidence is available on the effectiveness of concomitant administration of Asp-TPN formulations for patients treated with ASNase. In this study, 82.5% of TPN users received Asp-containing formulations. All TPN formulations for patients were ordered by physicians without any preference, which minimize potential bias in the selection of TPN. By conducting this research, we aimed to provide evidence-based recommendations in selecting the appropriate TPN for patients undergoing induction therapy. To determine the optimal TPN formulation for patients receiving ASNase in clinical practice, further studies with larger sample sizes, longer follow-up periods, and well-defined prospective protocols are needed to validate the findings of this study. Moreover, evaluating any factors that would alter the effectiveness of the chemotherapy would help improve the survival rates of patients with ALL.</p>
<p>Our study showed that the concomitant use of ASNase and potential enzymatic inhibitor Asp-TPN formulation did not have an impact on the response and relapse rates of ASNase-including induction therapy, which is inconsistent with previous <italic>in vitro</italic> studies. Asp has been reported to competitively inhibit ASNase in the 6&#x2013;50&#x2009;&#x03BC;M range with an inhibition constant (K<sub>i</sub>) of 80&#x2009;&#x03BC;M (<xref ref-type="bibr" rid="ref9">9</xref>, <xref ref-type="bibr" rid="ref19">19</xref>). The median plasma concentration of Asp in healthy adults was reported as 6&#x2009;&#x03BC;M (<xref ref-type="bibr" rid="ref20">20</xref>). Although limited studies on the changes in amino acid concentration after parenteral nutrition are available, a previous study (<xref ref-type="bibr" rid="ref21">21</xref>) showed that Asp concentration rapidly increased to about 20&#x2009;&#x03BC;M after TPN administration, a finding that shows the possibility of the interaction between TPN and ASNase. However, the level of enzyme inhibition may vary depending on several factors, such as metal ions, pH, and concentration of the substrates in the mixture, and these factors may be the reason the results of this study were different from those of <italic>in vitro</italic> studies. Additionally, for predicting inhibitory drug&#x2013;drug interactions, it is necessary to consider the ratio of the concentration of the inhibitor to its inhibitory constant and the ratio of area under the curve (AUC) comprehensively (<xref ref-type="bibr" rid="ref22">22</xref>). Although not presented in the current study, we also analyzed a dose-dependent relationship between the amount of Asp in the TPN and the response outcomes with no association between these two parameters. According to the results, the concomitant use of ASNase and Asp-TPN was associated with an increased risk of early relapse. However, the observed increase in risk was not statistically significant, with a <italic>p</italic>-value of 0.85. As very early relapse is critical for the prognosis of ALL, further studies considering comprehensive factors with the large number of populations are expected to clarify the relationship between the concomitant use of ASNase and Asp-TPN and the risk of early relapse of ALL.</p>
<p>In this study, we specifically evaluated LFT elevation, which is the most common toxicity of both TPN and ASNase. (<xref ref-type="bibr" rid="ref23">23</xref>, <xref ref-type="bibr" rid="ref24">24</xref>). Although TPN causes a transient increase in aminotransferase concentrations during the first 1 to 3&#x2009;weeks of TPN, patients receiving long-term TPN may develop TPN-induced liver disease as suggested in previous reports (<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref25">25</xref>). The median duration of TPN administration in our study was less than a week. Thus, this such short-term TPN use during 28-day VPDL induction therapy is unlikely to aggravate ASNase-associated hepatotoxicity. By comparing the frequency and severity of LFT elevation in both groups, we aimed to determine if combination treatment had a higher risk of liver toxicity. Monitoring other ASNase-induced complications such as pancreatitis and disseminated intravascular coagulation (DIC) is important in evaluating the safety of the treatment. However, due to the retrospective nature of the study, it was not possible to include these in the analysis, since triglycerides, or markers for other rare complications were not routinely checked unless patients showed signs or symptoms. A prospective study design with routine monitoring and systemic recording of these parameters would provide more comprehensive understanding of the safety profile. Nevertheless, this study is valuable as it represents an initial attempt for safety evaluation of Asp-TPN in ASNase-treated ALL patients.</p>
<p>Several study limitations should be discussed. First, a limited number of patients in each matched cohort was found as the study was conducted in a single center. According to the latest national cancer statistics in Korea, ALL is a rare disease as it comprises only 1.5% of the total number of new cancer cases. Another reason for the limited number of patients is due to matching process, which enabled the research to minimize the selection bias. Furthermore, due to its retrospective nature, the study had a lack of information on concentrations of amino acid and activity of ASNase in the body that could support our findings. Moreover, gathering information on the amount of dietary intake was limited, but all patients received a low-bacteria diet provided by the hospital. Not all patients in the control group received TPN. However, the authors tried to control the potential bias by propensity score matching including factors that could affect the nutrition status. Also, most of the reason to initiate TPN therapy was to prevent mild, rather than severe, malnutrition caused by mucositis. Additionally, as pediatric patients have distinctive pharmacokinetics and pharmacodynamics, extrapolating the findings from adult patients to pediatric population should be careful. ALL is the most common malignancy in pediatric patients. Therefore, further studies specifically designed for pediatric population is needed in the future.</p>
<p>This study is the first that evaluates the clinical outcomes of the concomitant use of ASNase and Asp-TPN formulations. There were no differences in response rates and relapse-free survival between Asp-TPN and control groups. Peak levels of LFTs and the frequency of LFTs increases were also similar. Based on the results of the current study, Asp-TPN can be administered without concern in ALL patients receiving ASNase as induction therapy.</p>
</sec>
<sec id="sec13" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets generated during and/or analysed during the current study are available from the corresponding author on reasonable request. Requests to access these datasets should be directed to JO, <ext-link xlink:href="http://jmoh@snu.ac.kr" ext-link-type="uri">jmoh@snu.ac.kr</ext-link>.</p>
</sec>
<sec id="sec14">
<title>Ethics statement</title>
<p>The studies involving human participants were reviewed and approved by Seoul National University Hospital Institutional Review Board. Written informed consent for participation was not required for this study in accordance with the national legislation and the institutional requirements.</p>
</sec>
<sec id="sec15">
<title>Author contributions</title>
<p>KoM: conceptualization, methodology, investigation, formal analysis, writing&#x2014;original draft, writing&#x2014;editing, and visualization. KimMG: conceptualization, methodology, and writing&#x2014;review &#x0026; editing. YoonS-S, SuhSY, and ChoY-S: resources. KimI-W: methodology and writing&#x2014;review &#x0026; editing. OhJM: methodology, resources, writing&#x2014;review &#x0026; editing, supervision, and project administration. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="sec143" sec-type="funding-information">
<title>Funding</title>
<p>This study was supported by the National Research Foundation of Korea grant funded by the Korea government (MSIT) (no. 2021R1A2C1006046).</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<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 id="sec100" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
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