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<article-title>Editorial: Non-invasive methods in drug metabolism and transport: insights from biological samples to oral administration</article-title>
<alt-title alt-title-type="left-running-head">Wr&#xf3;blewski et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphar.2025.1735743">10.3389/fphar.2025.1735743</ext-link>
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<name>
<surname>Wr&#xf3;blewski</surname>
<given-names>Karol</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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<name>
<surname>Zheng</surname>
<given-names>Yi</given-names>
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<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<surname>Yue</surname>
<given-names>Xuyi</given-names>
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<sup>3</sup>
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<aff id="aff1">
<label>1</label>
<institution>Laboratory of Commercial and Non-commercial Clinical Trials, Faculty of Medicine, University of Rzesz&#xf3;w</institution>, <city>Rzesz&#xf3;w</city>, <country country="PL">Poland</country>
</aff>
<aff id="aff2">
<label>2</label>
<institution>Qilu Pharmaceutical Co. Ltd.</institution>, <city>Shanghai</city>, <country country="CN">China</country>
</aff>
<aff id="aff3">
<label>3</label>
<institution>Translational Neuroimaging Laboratory, Department of Radiology, Nemours Children&#x2019;s Health</institution>, <city>Wilmington</city>, <state>DE</state>, <country country="US">United States</country>
</aff>
<author-notes>
<corresp id="c001">
<label>&#x2a;</label>Correspondence: Karol Wr&#xf3;blewski, <email xlink:href="kwroblewski@ur.edu.pl">kwroblewski@ur.edu.pl</email>
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<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2025-11-12">
<day>12</day>
<month>11</month>
<year>2025</year>
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<year>2025</year>
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<volume>16</volume>
<elocation-id>1735743</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>10</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>03</day>
<month>11</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Wr&#xf3;blewski, Zheng and Yue.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Wr&#xf3;blewski, Zheng and Yue</copyright-holder>
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<ali:license_ref start_date="2025-11-12">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>
<kwd-group>
<kwd>drug metabolism</kwd>
<kwd>transport of drugs</kwd>
<kwd>biological samples</kwd>
<kwd>oral administration</kwd>
<kwd>drug determination</kwd>
</kwd-group>
<funding-group>
<funding-statement>The authors declare that no financial support was received for the research and/or publication of this article.</funding-statement>
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<meta-name>section-in-acceptance</meta-name>
<meta-value>Drug Metabolism and Transport</meta-value>
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<notes notes-type="frontiers-research-topic">
<p>Editorial on the Research Topic <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/research-topics/65098">Non-invasive methods in drug metabolism and transport: insights from biological samples to oral administration</ext-link>
</p>
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<body>
<p>The study of the metabolism and transport of drugs, endogenous compounds, and environmental chemicals is crucial for understanding pharmacokinetics, optimizing therapeutic outcomes, and reducing the risk of adverse effects. A more comprehensive understanding of drug metabolism and transport within the body may be possible by combining non-invasive methods with oral administration research. Non-invasive sampling methods include urinalysis, saliva analysis, hair analysis, and breath testing. The qualification or quantification of drugs, their metabolites, and other compounds in these samples can be performed using various analytical techniques such as liquid chromatography (LC), gas chromatography (GC), capillary electrophoresis (CE), and mass spectrometry (MS) (<xref ref-type="bibr" rid="B1">Alanazi, 2025</xref>; <xref ref-type="bibr" rid="B3">Hancu et al., 2021</xref>; <xref ref-type="bibr" rid="B2">Hadland and Levy, 2016</xref>; <xref ref-type="bibr" rid="B6">Moura et al., 2023</xref>; <xref ref-type="bibr" rid="B7">Wr&#xf3;blewski et al., 2023</xref>). In addition to non-invasive sampling techniques, oral medication administration offers both opportunities and challenges for advancing our understanding of drug metabolism and transport. Oral drug administration is the preferred route for drug delivery because it is convenient and widely accepted by patients (<xref ref-type="bibr" rid="B4">Kim and De Jesus, 2025</xref>). However, various anatomical, biochemical, and physiological factors affecting oral drug delivery must be taken into account (<xref ref-type="bibr" rid="B5">Lou et al., 2023</xref>). To ensure efficacy and safety, thorough studies of bioavailability, absorption, distribution, and first-pass metabolism are necessary.</p>
<p>This Research Topic includes five manuscripts that cover interdisciplinary studies on non-invasive methods in drug metabolism and transport. In the first study, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphar.2025.1637852">Jerszy&#x144;ska and Szultka-M&#x142;y&#x144;ska</ext-link> conducted an electrochemical simulation of psychotropic drug metabolism and compared it to <italic>in vivo</italic> processes using liquid chromatography-tandem mass spectrometry (LC-MS/MS). Electrochemistry (EC) and liver microsome tests were utilized to produce transformation products (TPs), which are byproducts of the breakdown of psychiatric drugs, to examine the possible TPs of target drugs. These TPs were then further characterized using LC-MS/MS. By examining biological samples (human plasma) from patients, the outcomes of EC-(LC)-MS and liver microsome assays were found to be comparable to those of traditional <italic>in vivo</italic> investigations. Data from electrochemical oxidation, which predicted some of the possible metabolites present in the human liver microsomes, concurred with data from <italic>in vivo</italic> test results. The oxidative metabolism of certain psychiatric medications can be accurately simulated using EC&#x2013;(LC)-MS. Reactive TPs can be directly identified with EC-(LC)-MS, which eliminates the necessity for animal testing.</p>
<p>In a mouse model of dyslipidemia, metabolomics and network pharmacology revealed the hypolipidemic mechanisms of ferulic acid (FA) (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphar.2024.1466114">Zeng et al.</ext-link>). In mice with hyperlipidemia induced by the triton WR-1339, the lipid-lowering mechanism of FA was investigated by integrating network pharmacology and metabolomics. Additionally, 31 distinct metabolites, including those involved in lipid and amino acid metabolism, were examined in relation to FA&#x2019;s effects on hyperlipidemia. Following oral administration of FA, its primary function in resolving metabolic problems and preserving the dynamic equilibrium of metabolites was investigated. The results show that FA is linked to lipid metabolism, including the metabolism of ether lipids, arachidonic acid, and linoleic acid. Using Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis, the main signaling pathways of FA against hyperlipidemia were identified as lipid and atherosclerosis signaling pathways. Conjoint investigation revealed that six biomarkers and 18 key targets were linked to FA&#x2019;s ability to prevent hyperlipidemia. FA showed a strong binding affinity for these key targets, as indicated by the results of molecular docking.</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphar.2025.1564174">Zhao et al.</ext-link> investigated the effects of acute hypobaric hypoxia (HH) on the anti-fatigue properties of pitolisant and explored the underlying mechanisms. In sleep-deprived mice under HH conditions, pitolisant significantly improved learning, memory, cognition, and motor function (P &#x3c; 0.05). Under HH circumstances, however, pharmacokinetic studies showed decreased pitolisant levels in the brain. By suppressing the expression of P-glycoprotein and organic cation transporter 1, HH reduced the anti-fatigue benefits of pitolisant. These findings demonstrate its usefulness in high-altitude areas where improved cognitive function is required.</p>
<p>For patients with cystic fibrosis (CF), excipient-free tobramycin dry powder inhalers (DPIs) may be a promising treatment option for <italic>Pseudomonas</italic> aeruginosa-induced lung infections (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphar.2025.1528905">Cheng et al.</ext-link>). With a minimum inhibitory concentration (MIC) of 0.5&#xa0;&#x3bc;g/mL, the inhalable powder demonstrated exceptional safety performance in both <italic>in vivo</italic> and <italic>in vitro</italic> safety and activity experiments at the animal and cellular levels. Inhalation of excipient-free tobramycin inhalable powder had a better effect in the infected mouse model than intravenous injection, likely due to its amorphous state. The results of this research show that non-invasive routes of administration (in this case, inhalation) can improve local concentrations, reduce systemic exposure, bypass first-pass metabolism, and ultimately improve treatment efficacy.</p>
<p>The review by <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphar.2025.1546465">Idasiak-Piechocka et al</ext-link>. highlighted the relevance of hypoalbuminemia in therapeutic efficacy and safety by examining its effects on the pharmacokinetics of several medications, including antibiotics, immunosuppressants, antifungals, and anticonvulsants. The review describes the changes in pharmacokinetic parameters observed in hypoalbuminemia and can serve as a guide for medical professionals. According to the study, patients with hypoalbuminemia require customized dosage schedules based on therapeutic drug monitoring (TDM) to maximize medication therapy and prevent toxic or subtherapeutic drug levels. Drug dosage must be adjusted, particularly in diseases where hypoalbuminemia is common, such as cirrhosis, sepsis, or nephrotic syndrome.</p>
<p>The articles in this Research Topic illustrate significant progress in the field of non-invasive methods in metabolism and transport. By combining advanced analytical techniques (e.g., chromatography, electrochemistry, and mass spectrometry), innovative drug manufacturing and delivery strategies (e.g., inhalation powders), and network pharmacology, in addition to highlighting physiological and pharmacological modulators, researchers are moving toward more ethical, patient-friendly, and clinically applicable paradigms.</p>
</body>
<back>
<sec sec-type="author-contributions" id="s1">
<title>Author contributions</title>
<p>KW: Writing &#x2013; original draft, Conceptualization, Project administration. YZ: Writing &#x2013; review and editing. XY: Writing &#x2013; review and editing.</p>
</sec>
<ack>
<title>Acknowledgements</title>
<p>The authors are grateful to the Journal for publishing this Editorial.</p>
</ack>
<sec sec-type="COI-statement" id="s3">
<title>Conflict of interest</title>
<p>Author YZ was employed by Qilu Pharmaceutical Co. LTD.</p>
<p>The remaining 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>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec sec-type="ai-statement" id="s4">
<title>Generative AI statement</title>
<p>The authors declare that no Generative AI was used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="s5">
<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>
<fn-group>
<fn fn-type="custom" custom-type="edited-by">
<p>
<bold>Edited and reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/12929/overview">Momir Mikov</ext-link>, University of Novi Sad, Serbia</p>
</fn>
</fn-group>
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