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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pharmacol.</journal-id>
<journal-title>Frontiers in Pharmacology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pharmacol.</abbrev-journal-title>
<issn pub-type="epub">1663-9812</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1654822</article-id>
<article-id pub-id-type="doi">10.3389/fphar.2025.1654822</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pharmacology</subject>
<subj-group>
<subject>Brief Research Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Perception of falsified and counterfeit medicines among adults living in Mexico City and the metropolitan area: an underappreciated health risk</article-title>
<alt-title alt-title-type="left-running-head">Celaya P&#xe9;rez 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.2025.1654822">10.3389/fphar.2025.1654822</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Celaya P&#xe9;rez</surname>
<given-names>Jessica Citlalli</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Larios</surname>
<given-names>Tania Ibarg&#xfc;engoitia</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Fern&#xe1;ndez</surname>
<given-names>Maria de los Angeles Fr&#xed;as</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
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<contrib contrib-type="author">
<name>
<surname>G&#xf3;mez Mart&#xed;nez</surname>
<given-names>Manuel Abraham</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3136055/overview"/>
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<contrib contrib-type="author">
<name>
<surname>Carrasco</surname>
<given-names>Kenneth Rubio</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Villegas</surname>
<given-names>Ra&#xfa;l Lugo</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Vergara-Casta&#xf1;eda</surname>
<given-names>Arely</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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<aff id="aff1">
<sup>1</sup>
<institution>Facultad de Ciencias Qu&#xed;micas, Universidad La Salle M&#xe9;xico</institution>, <addr-line>Mexico City</addr-line>, <country>Mexico</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Programa j&#xf3;venes a la investigaci&#xf3;n en matem&#xe1;ticas y ciencias experimentales. Escuela Nacional Colegio de Ciencias y Humanidades plantel Azcapotzalco, Universidad Nacional Aut&#xf3;noma de M&#xe9;xico</institution>, <addr-line>Mexico City</addr-line>, <country>Mexico</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Departamento de Salud P&#xfa;blica, Facultad de Medicina, Universidad Nacional Aut&#xf3;noma de M&#xe9;xico</institution>, <addr-line>Mexico City</addr-line>, <country>Mexico</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Facultad de Qu&#xed;mica, Universidad Nacional Aut&#xf3;noma de M&#xe9;xico</institution>, <addr-line>Mexico City</addr-line>, <country>Mexico</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Vicerrector&#xed;a de Investigaci&#xf3;n, Universidad La Salle M&#xe9;xico</institution>, <addr-line>Mexico</addr-line>
<addr-line>City</addr-line>, <country>Mexico</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3151023/overview">Aliyu Evuti Haruna</ext-link>, Federal University of Technology Minna School of Science and Technology Education, Nigeria</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1142018/overview">Adam Lanzarotta</ext-link>, United States Food and Drug Administration, United States</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1408040/overview">C. White</ext-link>, University of Connecticut, United States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Arely Vergara-Casta&#xf1;eda, <email>arely.vergara@lasalle.mx</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>29</day>
<month>08</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1654822</elocation-id>
<history>
<date date-type="received">
<day>27</day>
<month>06</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>31</day>
<month>07</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Celaya P&#xe9;rez, Larios, Fern&#xe1;ndez, G&#xf3;mez Mart&#xed;nez, Carrasco, Villegas and Vergara-Casta&#xf1;eda.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Celaya P&#xe9;rez, Larios, Fern&#xe1;ndez, G&#xf3;mez Mart&#xed;nez, Carrasco, Villegas and Vergara-Casta&#xf1;eda</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>
<p>Falsified and counterfeit medicines represent a growing global public health concern and straddles business implications, and their proliferation has intensified worldwide. An analytical cross-sectional study was carried out to validate and assess the perception of a group of residents of Mexico City and the metropolitan area regarding the problem of falsified drugs and the risks they entail, along with the purchase of medicines at unauthorized points of sale. In addition, variables associated with buying or not buying at these points of sale were identified. The results suggest that even in a sample of mainly young adults, the potential exposition to collateral effects related to the consumption of falsified or counterfeit medicines is high. Although the participants recognized that these medicines are not safe, they are not familiar with the efforts or information of the corresponding authority to warn them of this problem. In addition, low awareness of the real implications of their nature and their possible impact on heath was identified, suggesting that the falsified and counterfeit medicines&#x2019; market is a substantial and understudied issue among the Mexican population.</p>
</abstract>
<kwd-group>
<kwd>falsified drugs</kwd>
<kwd>health risk</kwd>
<kwd>adults</kwd>
<kwd>public health</kwd>
<kwd>pharmacoepidemiology</kwd>
<kwd>epidemiology</kwd>
</kwd-group>
<counts>
<page-count count="9"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Pharmacoepidemiology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Nowadays, falsified and counterfeit medicines represent a growing global public health concern and straddles business implications, and its proliferation has intensified (<xref ref-type="bibr" rid="B1">A Ziavrou et al., 2022</xref>); they are considered a more significant public health threat than diseases they purport to cure (<xref ref-type="bibr" rid="B23">McManus and Naughton, 2020</xref>; <xref ref-type="bibr" rid="B25">Ofori-Parku and Park, 2022</xref>). Even though the World Health Organization (WHO) defines a falsified drug as &#x201c;a product that is deliberately and fraudulently mislabeled as to its identity, composition, and/or source&#x201d; (<xref ref-type="bibr" rid="B39">World Health Organization, 2010a</xref>), the European Medicines Agency distinguishes falsified drugs from the counterfeit ones as those &#x201c;designed to mimic real medicines&#x201d; and meanwhile considers counterfeit medicines as &#x201c;medicines that do not comply with the intellectual property rights&#x201d; (<xref ref-type="bibr" rid="B14">Feeney et al., 2024</xref>). Furthermore, in the case of Mexico, the national regulatory agency of the Ministry of Health, the Federal Commission for the Protection against Sanitary Risks (its acronym in Spanish COFEPRIS), considers falsified medicines to be a health risk as they could be made with contaminated, toxic substances or, in some cases, lose effectiveness due to incorrect production, distribution, and storage conditions (<xref ref-type="bibr" rid="B9">Comisi&#xf3;n de Fomento Sanitario, 2022</xref>).</p>
<p>These subtle differences and the lack of a definition with consensus hinders discussions regarding this global health issue, which can affect both patent and generic medicines, with serious consequences beyond individual harm, affecting the therapeutic efficacy and safety of the patient who consumes them by increasing the risk of treatment failures, adverse reactions, mismanagement of their diseases, and even death (<xref ref-type="bibr" rid="B8">Bottoni and Caroli, 2019</xref>), along with exacerbating drug resistance, developing antimicrobial resistance, compromising disease control efforts, undermining public trust in healthcare systems and their regulatory practices by wasting resources (<xref ref-type="bibr" rid="B14">Feeney et al., 2024</xref>), and significant economic implications, which could increase the vulnerability of the people of the most unprotected sectors, who generally do not have access to health services and lack information to identify falsified drugs (<xref ref-type="bibr" rid="B9">Comisi&#xf3;n de Fomento Sanitario, 2022</xref>).</p>
<p>The WHO has pointed out that one of 10 medicines in Mexico and the region is falsified or of low quality (<xref ref-type="bibr" rid="B18">Gonz&#xe1;lez, 2024</xref>). In addition, according to COFEPRIS, the number of types of falsified drugs has increased by up to 300% of what was reported in 2019 compared to the recent figures from 2022 (<xref ref-type="bibr" rid="B29">Rodr&#xed;guez, 2024</xref>); in addition, the report by the Mexican Association of Pharmaceutical Research Industries (AMIF) suggested that 60% of the medicines marketed in the country are stolen, expired, falsified, or produced without the minimum quality requirements (<xref ref-type="bibr" rid="B24">Meraz, 2018</xref>). Throughout this year, COFEPRIS has issued approximately 62 health alerts, of which approximately 20 have been regarding falsified drugs (<xref ref-type="sec" rid="s13">Supplementary Appendix A1</xref>; <xref ref-type="sec" rid="s13">Supplementary Appendix Table 1A</xref>); from this list, the following drugs that are quite commonly used by Mexican population can be highlighted, which include aspirin<sup>&#xae;</sup>, desenfriol<sup>&#xae;</sup>, tabcin<sup>&#xae;</sup>, eutirox<sup>&#xae;</sup>, dolo-neurobi&#xf3;n<sup>&#xae;</sup>, and lakesia<sup>&#xae;</sup>, among others (<xref ref-type="bibr" rid="B33">Secretaria de Salud del Estado de Nuevo Le&#xf3;n, 2024</xref>).</p>
<p>Although individual studies have highlighted the general relevant aspects related to this issue, most of them are mainly focused on the economic impact, regulatory or normative factors, health impact, and technologies to address this challenge, and only a few of them assessed the consumers&#x2019; attitudes, risk perceptions, and purchase intentions (<xref ref-type="bibr" rid="B33">Secretaria de Salud del Estado de Nuevo Le&#xf3;n, 2024</xref>). As a result, the first step to counteract this problem efficiently is to identify the areas or information to be disseminated and reinforced to promote an adequate culture of the use of medicines, and the risks involved in the purchase and use of falsified drugs, particularly at unauthorized points of sale (<xref ref-type="bibr" rid="B9">Comisi&#xf3;n de Fomento Sanitario, 2022</xref>; <xref ref-type="bibr" rid="B28">Protecci&#xf3;n Contra Riesgos Sanitarios, 2013</xref>). Given the potential public health risk associated with falsified and counterfeit medicines, the main objective of this study was to assess the perception and awareness of the perceived risks that they entail while also considering the potential consumers&#x2019; knowledge and decision-making among a group of residents of an urban area in Mexico.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>2 Materials and methods</title>
<p>This cross-sectional study comprised two phases; in the first one, a cultural design and validation assessment through a self-administered questionnaire was performed, considering the content, construction, and criterion validity, along with a feasibility analysis. In the second phase, a preliminary report regarding the perception of falsified and counterfeit medicines was integrated among a pilot sample.</p>
<p>To create the desired questionnaire, a review of published papers aiming to explore the elements considered to assess the perception of the population regarding the sale and use of falsified medications was performed. Searching included the keywords and Boolean operators &#x201c;falsified OR counterfeit,&#x201d; &#x201c;medicines OR drugs,&#x201d; and &#x201c;perception,&#x201d; Based on the instruments used in these studies, an authorial questionnaire was designed and validated (face and content validity) by the research team, which included the university research workers and independent consultants employed in contract research organizations. In addition, linguistic and grammatical assessment was performed.</p>
<p>In the instrument, 40 items were organized into three sections. After obtaining participants&#x2019; informed consent to respond and to allow the use of their responses for research purposes, the following 12 items were aimed at identifying and characterizing the participants (age, gender, occupation, clinical history, and purchase and use of medications within the past 3&#xa0;months).</p>
<p>The other section considered 16 items aimed to assess the consumer&#x2019;s knowledge and awareness of falsified and counterfeit medications as a health risk, of which, 1 question included an image of the latest health alert reported by COFEPRIS on this topic to know if this information was recognized by potential end users in the community, 2 more questions aimed to evaluate the perceived direct impact on this topic, and the rest13 questions were posed with six answers on Likert&#x2019;s scale (I &#x2026; completely agree/ agree/ neither agree or disagree / disagree / completely disagree) focused on the context of understanding the characteristics of these unregulated medicines (regarding dose, content, contamination or expiration, as well as the possible impact on their health if consumed), and on the other hand, to recognize their abilities to avoid and discern these products from the original ones.</p>
<p>Furthermore, the last 12 items aimed at identifying the factors associated with the intention or possibility of purchasing falsified or counterfeit medicines if necessary. Those dichotomous and ordinal responses were coded, and the open questions were categorized. Descriptive statistics were performed using SPSS IBM version 22.0<sup>&#xae;</sup>, and categorical variables are presented as proportions.</p>
<p>Regarding the instrument&#x2019;s validity, construct validation was performed using exploratory factor analysis (EFA) using principal components, the Promax rotation method with Kaiser normalization, and the assumptions for applying factor analysis were verified using the Kaiser&#x2013;Meyer&#x2013;Olkin (KMO) index and Bartlett&#x2019;s test of sphericity. In addition, a reliability analysis with Cronbach&#x2019;s &#x3b1; based on standardized elements was performed for all items and each created dimension.</p>
</sec>
<sec sec-type="results" id="s3">
<title>3 Results</title>
<sec id="s3-1">
<title>3.1 Characteristics of the participants and the recent consumption/purchase of drugs</title>
<sec id="s3-1-1">
<title>3.1.1 Population context</title>
<p>In the preliminary assessment, 97 responses were obtained, of which eight were eliminated because the place of residence was outside Mexico City and the metropolitan area corroborated by the zip code; hence, 89 valid responses were considered for this analysis, of which 55% (n &#x3d; 49) were women and 45% (n &#x3d; 40) were men.</p>
</sec>
<sec id="s3-1-2">
<title>3.1.2 Health profile of the respondents</title>
<p>The profile of the participants suggests a young and relatively healthy population, with an average age of 34.9 &#xb1; 14.4 years; 69.7% of the respondents reported being workers or employees, whereas 18.0% were students, 6.9% reported other types of occupation, and only 5.6% were exclusively dedicated to the home. Of the participants, 27.0% reported having at least one diagnosed disease, of which the most common were hypothyroidism (29.2%), high blood pressure (20.8%), anxiety (12.5%), dyslipidemia (12.5%), polycystic ovary syndrome (8.3%), diabetes (8.3%), and other diseases, including the following: allergy, depression, epilepsy, migraine, rhinitis, arthritis, acne, gastrointestinal diseases, immune system diseases, and use of hormone therapy (4.2%). No differences were found according to gender (p &#x3d; 0.142) or occupation, nor related to health activities (p &#x3d; 0.260).</p>
<p>Regarding the use of medicines in the last 3&#xa0;months, the consumption of 127 medicines were reported, of which 82.1% were purchased prescribed medicines; meanwhile, 6.7% were remaining medicines from previous treatments without recent purchases, and finally, 2.24% were reported as donations, that is, those medications that were no longer used by other people and were given away to help those who need them. No differences were found between previously diagnosed or apparently healthy individuals (p &#x3d; 0.166).</p>
<p>The medicines that the participants acquired the most in the last 3&#xa0;months are described in <xref ref-type="table" rid="T1">Table 1</xref>, highlighting the purchase of analgesics, drugs for gastrointestinal problems, antibiotics, and anti-flu medications, which suggests treatments for acute conditions. On the other hand, 12.6% of the purchased medicines were controlled drugs sold only with a prescription, whereas the remaining 87.4% were over-the-counter medicines.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Type of medicines purchased by the participants in the study according to the reported use.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Drug category</th>
<th align="center">Proportion according to all purchased medicines in the last 3&#xa0;months (%), n &#x3d; 127</th>
<th align="center">Drug category</th>
<th align="center">Proportion according to all purchased medicines in the last 3 months (%), n &#x3d; 127</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Analgesics</td>
<td align="center">70.1 (89)</td>
<td align="center">Ophthalmic</td>
<td align="center">4.72 (6)</td>
</tr>
<tr>
<td align="center">Gastrointestinal</td>
<td align="center">16.5 (21)</td>
<td align="center">Pain, fever, or swelling (salicylates)</td>
<td align="center">3.93 (5)</td>
</tr>
<tr>
<td align="center">Antibiotics</td>
<td align="center">7.9 (10)</td>
<td align="center">Dyslipidemia</td>
<td align="center">3.93 (5)</td>
</tr>
<tr>
<td align="center">Anti-flu</td>
<td align="center">7.1 (9)</td>
<td align="center">Other (multivitamins and probiotics)</td>
<td align="center">3.14 (4)</td>
</tr>
<tr>
<td align="center">Hormonal</td>
<td align="center">6.3 (8)</td>
<td align="center">Insulin and antidiabetics</td>
<td align="center">3.14 (4)</td>
</tr>
<tr>
<td align="center">Blood pressure regulators</td>
<td align="center">6.3 (8)</td>
<td align="center">Antihistamines</td>
<td align="center">2.36 (3)</td>
</tr>
<tr>
<td align="center">Neurological</td>
<td align="center">4.7 (6)</td>
<td align="center">Corticosteroids</td>
<td align="center">2.36 (3)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Regarding the purchased medicines, they were bought by 73 of the respondents (75.3%), and the most common acquisition points were recognized chain pharmacies (n &#x3d; 49, 80.8%), local pharmacies (n &#x3d; 23, 31.5%), supermarkets (n &#x3d; 8, 10.1%), and some other places, which included flea markets, grocery stores, and through online intermediaries (n &#x3d; 3, 4.1%).</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="s3-2">
<title>3.2 Validation assessment</title>
<p>For qualitative assessment, five experts (two PhD and three master&#x2019;s degree holders) compiled a self-administered questionnaire and reviewed the scale&#x2019;s items for grammatical accuracy, wording, avoiding the use of technical terms, item placing, and cultural relevance to the Mexican population.</p>
<p>After reliability analysis, the scale demonstrated acceptable internal consistency reliability with Cronbach&#x2019;s &#x3b1; at 0.751, in which 25 items were considered. In addition, five dimensions were created and analyzed: socioeconomic dimension (nine items with a Cronbach&#x2019;s &#x3b1; at 0.921), physical health dimension (four items with a Cronbach&#x2019;s &#x3b1; at 0.617), cognitive dimension (three items with a Cronbach&#x2019;s &#x3b1; at 0.446), public health dimension (five items with a Cronbach&#x2019;s &#x3b1; at 0.508), and safety and quality dimension (seven items with a Cronbach&#x2019;s &#x3b1; at 0.462).</p>
<p>Regarding the validity of the instrument, construct validation was carried out using exploratory factor analysis (EFA) by principal components, the Promax rotation method with Kaiser normalization; the assumptions of application of the factor analysis were checked with the Kaiser&#x2013;Meyer&#x2013;Olkin (KMO) index close to 1 (KMO &#x3d; 0.728), and Bartlett&#x2019;s sphericity test was significant at p &#x3c; 0.001.</p>
</sec>
<sec id="s3-3">
<title>3.3 Public perception of falsified drugs</title>
<p>When assessing the perception of falsified or counterfeit drugs, the identification of current health alerts for drugs issued by the corresponding regulatory authority (COFEPRIS) was asked, and only 37.1% (33 people out of 89) noticed such a note, whereas 62.9% (56 people out of 89) reported that they were not informed, despite this information being available in social media.</p>
<p>To go deeper into this point, an open question was posed to find out if they personally considered it a relevant and important topic, and the open answers are grouped and described in <xref ref-type="table" rid="T2">Table 2</xref>, highlighting that 84.3% consider it an important issue, whereas 10.1% answered that they were not sure if this problem would impact them directly or indirectly; meanwhile, 5.6% were not interested in this subject. In this regard, no significant statistical differences were found among gender, those who had a previous diagnosis, or those who recognized health alerts (p &#x3e; 0.05); meanwhile, a trend but not a difference was observed in those who recently purchased medications and are more aware of the problem compared to those who have not purchased medications (89.0% vs. 11.0%, respectively, p &#x3d; 0.060).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Categorical answers to the question &#x201c;Do you think it is an issue that affects you directly or indirectly?&#x201d;, with the general interpretation for it.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Answer</th>
<th align="left">Why does it affect you directly or indirectly?</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Yes</td>
<td align="left">&#x201c;For their profession, because they normally consume medicines, because of the poor quality of them and they can falsify the ones they consume, because of the concern that their family may buy them, a drug without the characteristics does not work as it should, because of health, because it can affect your body, these carry health risks, because it can be done in commonly used drugs and affects many people, because they must be controlled&#x201d;<break/>The answer in general is because falsified drugs produce a harmful effect on health directly and indirectly, and a falsified drug that does not contain the same components as the original does not have the same effect, and as they buy medicines frequently, they would not want to have health problems.</td>
</tr>
<tr>
<td align="left">No</td>
<td align="left">&#x201c;If drugs are bought in pharmacies, it is expected that this effect will not occur, they feel that they are giving bad publicity to pharmaceutical companies and market leaders, they do not buy medicines as frequently, because I buy medicines in recognized pharmacies, because they are generic medicines that carry the same formula as patent medicines&#x201d;<break/>The answer in general is that it is on the part where they do not buy drugs frequently, or they buy them from recognized pharmacies.</td>
</tr>
<tr>
<td align="left">I do not know</td>
<td align="left">&#x201c;Because they do not take drugs daily,&#x201d; &#x201c;they do not frequently consume drugs,&#x201d; &#x201c;they do not know about the issue,&#x201d; &#x201c;they do not believe that it is a serious issue&#x201d;<break/>The responses in general are observed around the lack of information about the situation and that they do not take drugs frequently.</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Furthermore, regarding the questions focused on their awareness of the nature and implications of falsified drugs in terms of health, what stands out most about these answers is that a considerable percentage of people (50.6%) consider that they would not be able to recognize a fake drug from an original one, with 28.1% suggested being able to differentiate them, and 21.3% did not recognize being able or unable to differentiate them. The complete answers for each item in this section are described in <xref ref-type="table" rid="T3">Table 3</xref> and can also be seen in <xref ref-type="sec" rid="s13">Supplementary Appendix A1</xref> in <xref ref-type="fig" rid="F1">Figure 1</xref>. Although the majority considered that the falsified drugs did not contain an active ingredient or the correct amount of it (69.7% and 80.9%, respectively), 70.8% thought that these medicines are those that contain expired substance(s); meanwhile, 46.1% alluded to the presence of a poisonous substance. Consistent with these perceptions, 71.9% of the respondents deemed that these medications would not have the same efficacy as the patent medicines or will not provide the same benefit despite not causing any harm (22.4%).</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Knowledge of falsified and counterfeit medicines and their possible impact on health.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">A falsified or counterfeit medicine&#x2026;</th>
<th align="center">Completely agree (%)</th>
<th align="center">Agree (%)</th>
<th align="center">Neither agree nor disagree (%)</th>
<th align="center">Disagree (%)</th>
<th align="center">Completely disagree (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">&#x2026; does not contain the active or main ingredient</td>
<td align="center">42.7</td>
<td align="center">27.0</td>
<td align="center">24.7</td>
<td align="center">4.5</td>
<td align="center">1.1</td>
</tr>
<tr>
<td align="left">&#x2026; does not contain the correct amount</td>
<td align="center">53.9</td>
<td align="center">27.0</td>
<td align="center">13.5</td>
<td align="center">3.4</td>
<td align="center">2.2</td>
</tr>
<tr>
<td align="left">&#x2026; contains expired substances</td>
<td align="center">37.1</td>
<td align="center">33.7</td>
<td align="center">23.6</td>
<td align="center">4.5</td>
<td align="center">1.1</td>
</tr>
<tr>
<td align="left">&#x2026; contains poisonous substances</td>
<td align="center">21.3</td>
<td align="center">24.7</td>
<td align="center">32.6</td>
<td align="center">14.6</td>
<td align="center">6.7</td>
</tr>
<tr>
<td align="left">&#x2026; has the same effect as a correct medicine</td>
<td align="center">10.1</td>
<td align="center">6.7</td>
<td align="center">11.2</td>
<td align="center">27.0</td>
<td align="center">44.9</td>
</tr>
<tr>
<td align="left">&#x2026; will not harm you, but it will not give you the benefit either</td>
<td align="center">5.6</td>
<td align="center">16.9</td>
<td align="center">24.7</td>
<td align="center">21.3</td>
<td align="center">31.5</td>
</tr>
<tr>
<td align="left">&#x2026; can worsen your health</td>
<td align="center">42.7</td>
<td align="center">27.0</td>
<td align="center">23.6</td>
<td align="center">4.5</td>
<td align="center">2.2</td>
</tr>
<tr>
<td align="left">&#x2026; can cause death</td>
<td align="center">30.3</td>
<td align="center">22.5</td>
<td align="center">29.2</td>
<td align="center">11.2</td>
<td align="center">6.7</td>
</tr>
<tr>
<td align="left">&#x2026; can be as safe as an &#x201c;original&#x201d; or non-falsified medicine</td>
<td align="center">2.2</td>
<td align="center">6.7</td>
<td align="center">12.4</td>
<td align="center">28.1</td>
<td align="center">50.6</td>
</tr>
<tr>
<td align="left">Pharmacies are the only places that ensure the purchase of non-falsified drugs</td>
<td align="center">25.8</td>
<td align="center">21.3</td>
<td align="center">19.1</td>
<td align="center">24.7</td>
<td align="center">9.0</td>
</tr>
<tr>
<td align="left">Buying medicines online carries a greater risk of being falsified or counterfeit</td>
<td align="center">22.5</td>
<td align="center">34.8</td>
<td align="center">28.1</td>
<td align="center">10.1</td>
<td align="center">4.5</td>
</tr>
<tr>
<td align="left">The problem of falsified and counterfeit medicines is a health risk issue isolated in Mexico</td>
<td align="center">12.4</td>
<td align="center">14.6</td>
<td align="center">18.0</td>
<td align="center">22.5</td>
<td align="center">32.6</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Perception of the risk caused by falsified drugs, report of participants.</p>
</caption>
<graphic xlink:href="fphar-16-1654822-g001.tif">
<alt-text content-type="machine-generated">Stacked bar chart showing survey responses on issues related to falsified medicines in Mexico. Categories include the presence of active ingredients, expired substances, health effects, and safety of pharmacies. Five response levels range from &#x201c;Completely agree&#x201d; to &#x201c;Completely disagree.&#x201d; Key findings show varying levels of agreement on issues like active ingredients not being present (53.93% agree) and pharmacies being safer (50.56% agree).</alt-text>
</graphic>
</fig>
<p>Regarding their possible impact on health, most of participants, 78.6%, were aware that these medicines are not as safe as the &#x201c;original&#x201d; ones; likewise, 69.7% agreed that falsified or counterfeit medicine could worsen their health and even cause death (52.8%), suggesting that the majority are conscious of the possible negative impact if they consume them. When comparing all these responses according to the sociodemographic and health variables, the recent purchase of medications, and the identification of health alerts, the distribution was similar, with no differences being observed.</p>
<p>Despite 27.0% of the respondents considering falsified and counterfeit medicines to be a health risk isolated in M&#xe9;xico, 47.2% of the respondents trust that only pharmacies are safe places to acquire medicines, but 33.7% claimed the opposite, whereas 57.3% recognized that the risk of finding these unregulated products in online stores is increasing. Moreover, 83.1% stated that they would not buy from unauthorized points of sale for security reasons, consistently and independently of the respondent&#x2019;s profile (p &#x3c; 0.05), suggesting come concern or awareness regarding the care of their health.</p>
<p>However, when analyzing the responses aimed at knowing the possible factors that could influence the intention and purchase of medicines at unauthorized points of sale if necessary, 10.11% suggested they would buy them for several reasons, as described in <xref ref-type="table" rid="T4">Table 4</xref> and in <xref ref-type="sec" rid="s13">Supplementary Appendix A1</xref>, <xref ref-type="fig" rid="F2">Figure 2</xref>, highlighting the responses to a positive purchase intention based on their lower cost (59.5%), the lack of access to a public or private health service (52.3%), accessibility (55.0%), or shortage (39.7%). To a lesser extent, factors related to an emergency of use or the proximity of these points of sale do not appear to influence this decision. Logistic regression was performed in order to identify if these factors could explain the intention of purchase at unauthorized spots and no economic, accessibility, shortage, time, nor forecast factor appeared to be associated.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Factors that would influence the purchase of drugs at unauthorized points of sale, such as flea markets, markets, and grocery stores.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">If necessary, I would acquire medicine in flea markets, grocery stores, or some other places that are not a pharmacy or the specific areas in chain supermarkets because&#x2026;</th>
<th align="center">Completely agree (%)</th>
<th align="center">Agree (%)</th>
<th align="center">Neither agree nor disagree (%)</th>
<th align="center">Disagree (%)</th>
<th align="center">Completely disagree (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">The cost, they are usually cheaper</td>
<td align="center">24.7</td>
<td align="center">34.8</td>
<td align="center">13.5</td>
<td align="center">6.7</td>
<td align="center">20.2</td>
</tr>
<tr>
<td align="left">Accessibility (are available or easy to find)</td>
<td align="center">21.3</td>
<td align="center">33.7</td>
<td align="center">22.5</td>
<td align="center">7.9</td>
<td align="center">14.6</td>
</tr>
<tr>
<td align="left">The shortage of drugs and the opportunity to find them</td>
<td align="center">11.5</td>
<td align="center">28.2</td>
<td align="center">24.7</td>
<td align="center">21.3</td>
<td align="center">14.6</td>
</tr>
<tr>
<td align="left">To have it for future occasions</td>
<td align="center">9.0</td>
<td align="center">19.1</td>
<td align="center">24.7</td>
<td align="center">21.3</td>
<td align="center">25.8</td>
</tr>
<tr>
<td align="left">Trusted people work in that place</td>
<td align="center">13.5</td>
<td align="center">18.0</td>
<td align="center">20.2</td>
<td align="center">22.5</td>
<td align="center">25.8</td>
</tr>
<tr>
<td align="left">For use in an emergency situation</td>
<td align="center">18.0</td>
<td align="center">30.3</td>
<td align="center">20.2</td>
<td align="center">10.1</td>
<td align="center">21.3</td>
</tr>
<tr>
<td align="left">The lack of access to a health service</td>
<td align="center">19.7</td>
<td align="center">32.6</td>
<td align="center">16.6</td>
<td align="center">10.2</td>
<td align="center">21.3</td>
</tr>
<tr>
<td align="left">The comfort or proximity to acquire them</td>
<td align="center">15.7</td>
<td align="center">30.3</td>
<td align="center">12.4</td>
<td align="center">12.4</td>
<td align="center">29.2</td>
</tr>
<tr>
<td align="left">The time</td>
<td align="center">12.4</td>
<td align="center">23.6</td>
<td align="center">20.2</td>
<td align="center">14.6</td>
<td align="center">29.2</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Factors that would influence the purchase of drugs at unauthorized points of sale such as flea markets, markets and grocery stores.</p>
</caption>
<graphic xlink:href="fphar-16-1654822-g002.tif">
<alt-text content-type="machine-generated">Stacked bar chart showing reasons for purchasing drugs, with five categories: Completely agree, Agree, Neither agree nor disagree, Disagree, and Completely disagree. Categories include cost, accessibility, shortage, trust, emergencies, health service access, comfort, and time. Percentages for each category are displayed, with Agree often having the highest values, especially for cost and comfort.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>4 Discussion</title>
<p>Notwithstanding the presence of falsified and counterfeit medicines in the market, mostly in unauthorized points of sales, being considered a substantial challenge in the realm of public health, it is an issue not exclusive to low- and middle-income regions, where it has been suggested that one in 10 medical products is substandard or counterfeit (<xref ref-type="bibr" rid="B41">World Health Organization, 2017</xref>). Despite this, in Mexico, it continues to be a topic that has been addressed little; however, the existence of counterfeits of medications that are expensive or difficult to obtain is a longstanding and well-described problem, mostly in touristic regions (<xref ref-type="bibr" rid="B16">Friedman et al., 2023</xref>), and despite a constant trend of increased trafficking being reported since decades before the outbreak of the COVID-19 pandemic (<xref ref-type="bibr" rid="B1">A Ziavrou et al., 2022</xref>).</p>
<p>According to the Pharmaceutical Security Institute, pharmaceutical crime incidents have increased worldwide by 4% in 2023, placing Latin America as the fifth affected region in the order of frequency (<xref ref-type="bibr" rid="B27">Pharmaceutical Security Institute, 2024</xref>), and Mexico was the sixth largest country in the world in illegal drug trafficking and trade until 2020, according to reports from the Attorney General&#x2019;s Office and the National Association of Pharmacies in Mexico. According to the National Chamber of the Pharmaceutical Industry in Mexico, approximately 8 million people have bought stolen or counterfeit medicines (<xref ref-type="bibr" rid="B22">Macip Mart&#xed;nez, 2023</xref>). These figures do not necessarily show that low incident reports are not unaffected because of a lower risk of counterfeiting, falsified, or illegal medicine-related incidents but rather because of under detection, the lack of law enforcement priorities or funding, and even an inadequate structure to assess and combat this issue.</p>
<p>This is further complicated by the lack of agreement on a standard definition used for sub-standard, falsified, fake, spurious, or those which infringe local patents and hence are &#x201c;counterfeit&#x201d; medicines that can be found on the market, which hinder discussions on this problem of potential risk beyond the individual level and complicate how these issues have been addressed globally (<xref ref-type="bibr" rid="B23">McManus and Naughton, 2020</xref>; <xref ref-type="bibr" rid="B35">Sirrs, 2023</xref>).</p>
<p>Currently, drugs or medicines are considered as follows: (a) falsified, meaning that they intent to resemble real ones, either because they have been deliberately mislabeled in their name or identity and source of composition, are failing to meet recognized standards of quality due to an incorrect formulation (lower or higher doses than indicated on the label or different ingredients or with no active substances at all), or because of the use of adulterated or expired substances; (b) counterfeit because they somehow infringe on local patents (<xref ref-type="bibr" rid="B36">&#x15a;wieczkowski et al., 2020</xref>) and regulations as a result of improper manufacture, storage, or distribution, or as the outcome of repacking, theft, or resale of approved drugs (<xref ref-type="bibr" rid="B1">A Ziavrou et al., 2022</xref>), resulting in a lack of consensus on the terms or definitions, and even the indiscriminate use of synonyms (<xref ref-type="bibr" rid="B2">Ahmed et al., 2022</xref>).</p>
<p>Thus, in this study, both terms were used in the applied questionnaire for several reasons: first, as the definition of irregular medicines handled by the agency in charge, COFEPRIS, which includes falsified medicines, those without sanitary registration, and those that are fractionated, expired, and adulterated, which represent risks to the health of the patients, as they could be made with contaminated, toxic substances or have lost their effectiveness due to incorrect storage or transport (<xref ref-type="bibr" rid="B9">Comisi&#xf3;n de Fomento Sanitario, 2022</xref>), as well as the definition given by the WHO and national regulation, which includes falsified medicines as medical products that deliberately or fraudulently misrepresent their identity, composition or origin, also mentions them as substandard quality, defining them as authorized medical products that do not meet either quality standards or their specifications, or both (<xref ref-type="bibr" rid="B38">World Health Organization, 2024</xref>; <xref ref-type="bibr" rid="B4">Alvarez, 2024</xref>; <xref ref-type="bibr" rid="B12">Diario Oficial de la Federaci&#xf3;n, 2024</xref>), and also as a result of querying the experts for several reasons; as the objective was not to describe falsified medicines in great detail, to avoid technicalities, and more importantly, to include the wide range of medicines, besides the original, to which the consumer is exposed.</p>
<p>A reliability analysis, using the Cronbach&#x2019;s alpha coefficient, indicated that the 25 items of the test have an internal consistency of 75.1%. This means the items are correlated and consistently measure the construct. In our results, the participants represent a young and relatively healthy population in accordance with the age structure of the population of Mexico City, which has changed over the last 10 years, and nowadays, the proportion of people aged 25 years and older has increased by 1.3% for those in the working age (<xref ref-type="bibr" rid="B19">INEGI, 2021</xref>), and those who, despite reporting a low prevalence of diagnosed diseases, referred to the purchase of medicines on a regular basis.</p>
<p>The medications that were most frequently acquired were analgesics, gastrointestinal agents, antibiotics, anti-flu drugs, and hormonal and blood pressure regulators, in accordance with what has been suggested to be the most encountered types of falsified medicines such as antibiotics and lifestyle medicines, with the exception of anti-malarials (<xref ref-type="bibr" rid="B41">World Health Organization, 2017</xref>), suggesting that demands, region, shortages, cost, and the ease of falsifying explain these variations (<xref ref-type="bibr" rid="B6">Bakker-&#x2019;t Hart et al., 2021</xref>). In Mexico, the last health alerts made by COFEPRIS encompass a wide range of medicines, including both commonly used medications and even some specialized for the management of oncological diseases and hormonal disorders, such as levothyroxine sodium, somatropin, and capecitabine (<xref ref-type="bibr" rid="B32">Secretar&#xed;a de Salud, 2024</xref>).</p>
<p>Furthermore, although governments and national drug regulatory agencies, COFEPRIS in Mexico, enshrine particular terms in the legislation and regulatory practices, including efforts aimed at issuing and disseminating alerts addressed to health professionals and the general population regarding the probable presence of falsified or illegal marketing of medicines and their health consequences (<xref ref-type="bibr" rid="B9">Comisi&#xf3;n de Fomento Sanitario, 2022</xref>; <xref ref-type="bibr" rid="B22">Macip Mart&#xed;nez, 2023</xref>; <xref ref-type="bibr" rid="B11">Cordell et al., 1996</xref>; <xref ref-type="bibr" rid="B21">Lee et al., 2017</xref>; <xref ref-type="bibr" rid="B31">Sanitarios and contra, 2024</xref>), our data suggest that most of them are not well informed of the constant alerts regarding the presence of these drugs on the market despite being disseminated through social media and news, as reported in some other populations (<xref ref-type="bibr" rid="B25">Ofori-Parku and Park, 2022</xref>; <xref ref-type="bibr" rid="B5">OECD/EUIPO, 2020</xref>; <xref ref-type="bibr" rid="B15">Fittler et al., 2018</xref>).</p>
<p>In addition, although most participants in this study were aware that these products are not as safe as the original or non-falsified ones and that their intake could worsen their health by prolonging their illnesses and increasing the likelihood of treatment failure (<xref ref-type="bibr" rid="B8">Bottoni and Caroli, 2019</xref>; <xref ref-type="bibr" rid="B26">Ozawa et al., 2018</xref>; <xref ref-type="bibr" rid="B40">World Health Organization, 2010b</xref>), they recognize that they are not able to differentiate an original medicine from a falsified or counterfeit one based on the appearance (<xref ref-type="bibr" rid="B13">El-Dahiyat et al., 2021</xref>), which is also complicated even for activists, regulators, and pharmaceutical firms (<xref ref-type="bibr" rid="B20">Kelesidis et al., 2007</xref>; <xref ref-type="bibr" rid="B3">Alfadl et al., 2013</xref>).</p>
<p>This highlights the urgent need to disseminate reliable information to the public through accessible channels. The goal is to equip individuals with tools to identify suspicious medicines. This includes educating them on recognizing risk outlets and providing critical information for visually inspecting packaging materials. Key indicators of suspicious products include misrepresentation of identity or composition (e.g., mislabeling), and damaged or illegible primary or secondary packaging (<xref ref-type="bibr" rid="B14">Feeney et al., 2024</xref>; <xref ref-type="bibr" rid="B9">Comisi&#xf3;n de Fomento Sanitario, 2022</xref>).</p>
<p>Providing this information in an updated and recurring manner will promote public responsibility and raise expectations regarding the safety of medical products and services (<xref ref-type="bibr" rid="B10">Comisi&#xf3;n Federal para la Protecci&#xf3;n contra Riesgos Sanitarios, 2024</xref>; <xref ref-type="bibr" rid="B37">Valente de Almeida et al., 2024</xref>; <xref ref-type="bibr" rid="B17">Genovese et al., 2017</xref>). This effort should be coordinated with regulatory institutions, which are actively working to improve medicine authentication technology, enhance website verification approaches, and develop new detection methods (<xref ref-type="bibr" rid="B20">Kelesidis et al., 2007</xref>; <xref ref-type="bibr" rid="B30">Roth et al., 2018</xref>).</p>
<p>In this regard, several factors have been proposed to influence the purchase of illicit medicines, with access and cost being significant contributors (<xref ref-type="bibr" rid="B7">Bian and Moutinho, 2009</xref>). Our findings indicate that a primary reason for acquiring these medicines from unauthorized sources, when necessary, is the lack of access to formal healthcare services. This persists despite a notable increase in the insured population in Mexico City over the last decade, from 63.8% to 72.6% (<xref ref-type="bibr" rid="B19">INEGI, 2021</xref>), highlighting a continued gap in health coverage.</p>
<p>The illicit medicine market is seen as an unregulated response to the escalating cost of both private and public healthcare, aiming to ensure product availability and distribution. This situation is further exacerbated by drug shortages (<xref ref-type="bibr" rid="B34">Shukar et al., 2021</xref>), the demand for cheaper medicines, pervasive corruption, the proliferation of illicit points of sale, inadequate regulatory enforcement, and the absence of advanced technologies for market analysis and monitoring of available medicines (<xref ref-type="bibr" rid="B25">Ofori-Parku and Park, 2022</xref>; <xref ref-type="bibr" rid="B14">Feeney et al., 2024</xref>).</p>
<p>Although current literature offers valuable information on falsified or counterfeit medications, research gaps remain. To the best of our knowledge, this is the first study that provides an approximation to assess the awareness and knowledge of counterfeit and falsified medicines among a group of apparently young healthy people who are at the risk of acquiring these types of products when dealing with treatments for acute events.</p>
<p>One of the main limitations of this study is the homogeneous and apparently healthy and young sample of individuals, who, despite not having a chronic disease diagnosis, are exposed to the use of medications. Although the findings cannot be extrapolated, the results reported in this study could serve to delve deeper into the issue and analyze possible differences in perception and awareness among those who are chronically exposed to medications and who probably have different purchasing habits or obtain medications through health services, insurance agencies, or established points of purchase.</p>
<p>As we do not claim to have completely captured the perception and our data came from a single region of Mexico, the results should be considered only for hypothesis generation and limited. Our expectation is that our exploratory approach and results will be useful, with adaptations, to detail for the future of such studies in other settings or specific populations to outline public health communication and advocacy efforts to improve consumer decision-making.</p>
</sec>
<sec sec-type="conclusion" id="s5">
<title>5 Conclusion</title>
<p>The falsified and counterfeit medicines&#x2019; market is a substantial and understudied issue affecting not only individual or collective health. These findings shed light on consumers&#x2019; knowledge, risk perceptions, and purchase intentions, which can lead to avenues for future research that can contribute to a more robust understanding of this critical global health issue in line with the available conceptual frameworks and, therefore, can fill the gap and ultimately produce or enforce public policies to promote the rational use of medicines, as well as emphasize the need for more effective post-marketing surveillance strategies to potentially deter the purchasing of falsified or counterfeit medicines.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="ethics-statement" id="s7">
<title>Ethics statement</title>
<p>Written informed consent was obtained from the individual(s) for the publication of any potentially identifiable images or data included in this article.</p>
</sec>
<sec sec-type="author-contributions" id="s8">
<title>Author contributions</title>
<p>JC: Methodology, Writing &#x2013; original draft, Formal analysis, Investigation, Data curation, Writing &#x2013; review and editing. TL: Formal analysis, Writing &#x2013; review and editing, Methodology, Writing &#x2013; original draft, Investigation data curation. MF: Validation, Investigation, Writing &#x2013; review and editing, Data curation, Methodology, Writing &#x2013; original draft, Formal analysis. MG: Formal analysis, Writing &#x2013; review and editing, Data curation, Writing &#x2013; original draft. KR: Writing &#x2013; original draft, Validation, Investigation, Writing &#x2013; review and editing Conceptualization. RL: Methodology, Writing &#x2013; original draft, Conceptualization, Writing &#x2013; review and editing Investigation. AV: Methodology, Writing &#x2013; review and editing, Data curation, Investigation Writing &#x2013; original draft Resources.</p>
</sec>
<sec sec-type="funding-information" id="s9">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research and/or publication of this article.</p>
</sec>
<ack>
<p>The authors thank Adriana Corlade for the careful review of the English language of this manuscript.</p>
</ack>
<sec sec-type="COI-statement" id="s10">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="s11">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec sec-type="disclaimer" id="s12">
<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="s13">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fphar.2025.1654822/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fphar.2025.1654822/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.pdf" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<sec id="s14">
<title>Abbreviations</title>
<p>DOAJ, directory of open access journals; TLA, three letter acronym; LD, linear dichroism.</p>
</sec>
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