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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Span. J. Soil Sci.</journal-id>
<journal-title-group>
<journal-title>Spanish Journal of Soil Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Span. J. Soil Sci.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2253-6574</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">14992</article-id>
<article-id pub-id-type="doi">10.3389/sjss.2025.14992</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Investigation of ZnO Antimicrobial Surface Treatment of Shoe Lining Materials</article-title>
<alt-title alt-title-type="left-running-head">Zheleva et al.</alt-title>
<alt-title alt-title-type="right-running-head">Antimicrobial Coating for Footwear</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zheleva</surname>
<given-names>Darina</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2909650"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Angelova</surname>
<given-names>Desislava S.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3085336"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Krumova</surname>
<given-names>Ekaterina</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yovchevska</surname>
<given-names>Lyudmila</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gocheva</surname>
<given-names>Yana</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<label>1</label>
<institution>Department Textile, Leather and Fuels, University of Chemical Technology and Metallurgy</institution>, <city>Sofia</city>, <country country="BG">Bulgaria</country>
</aff>
<aff id="aff2">
<label>2</label>
<institution>Stephan Angeloff Institute of Microbiology, Bulgarian Academy of Sciences</institution>, <city>Sofia</city>, <country country="BG">Bulgaria</country>
</aff>
<author-notes>
<corresp id="c001">
<label>&#x2a;</label>Correspondence: Darina Zheleva, <email xlink:href="mailto:darinajeleva@abv.bg">darinajeleva@abv.bg</email>
</corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-01-19">
<day>19</day>
<month>01</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>15</volume>
<elocation-id>14992</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>05</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>07</day>
<month>12</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>26</day>
<month>12</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Zheleva, Angelova, Krumova, Yovchevska and Gocheva.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Zheleva, Angelova, Krumova, Yovchevska and Gocheva</copyright-holder>
<license>
<ali:license_ref start_date="2026-01-19">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<p>Prolonged wearing of shoes creates conditions for bacterial and fungal diseases. The use of nanotechnology and especially metal nanoparticles enables the production of high-quality leather for footwear with good antimicrobial properties. The pre-tanning process, which involves adding metal particles to the tanning solution, has been the subject of several studies on the application of metal oxides to leather. Few investigations have been conducted on the last finishing stage of leather nanoprocessing. The aim of the present study was to obtain and characterize the antimicrobial properties of finish films containing zinc oxide nanoparticles for shoe leather materials. The <italic>in situ</italic> method was applied to synthesize ZnO nanoparticles and these particles were deposited in a cross-linked collagen hydrogel applied to shoe lining materials. The obtained samples were examined by means of SEM, UV, FTIR and antimicrobial tests, and their properties were proven. Morphological analysis revealed the widespread presence of zinc oxide nanoparticles within the leather sample&#x2019;s structure. Spectroscopic examinations highlighted the interactions between collagen in the leather tissue and gelatin on one side, while also detailing the bonds between inorganic particles on the other. The modified leather samples demonstrated a reduction in bacterial and fungal growth. The antimicrobial effectiveness varies depending on the type of modification and the specific bacterial strain tested. These finishes have been shown to serve as effective protective antimicrobial coatings for shoe leather materials, helping to safeguard the human foot from microbial exposure.</p>
</abstract>
<kwd-group>
<kwd>antimicrobial coating</kwd>
<kwd>leather</kwd>
<kwd>modification</kwd>
<kwd>shoe lining</kwd>
<kwd>ZnO nanoparticles</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This study is funded by the European Union-Next Generation EU, through the National Recovery and Resilience Plan of the Republic of Bulgaria, project No. BG-RRP-2.004-0002 C01, &#x201C;BiOrgaMCT&#x201d;.</funding-statement>
</funding-group>
<counts>
<fig-count count="9"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="47"/>
<page-count count="11"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Prolonged wearing of shoes creates conditions for fungal and bacterial diseases. The antibacterial treatment of materials based on natural leather and other materials inserted into the shoe is extremely important to protect the human foot from the attack of bacteria and fungi, which develop very quickly as a result of the appropriate microclimate in the shoe (increased humidity, temperature, various external pollution). Animal leather for shoe production, as an organic material, is a food source for various types of microorganisms, for example,: <italic>Genus Bacillus, Corynebacterium, Clostridium, Staphylococcus, Penicillium, Aspergillus, Paecilomyces, Candida, Cryptococcus</italic> (<xref ref-type="bibr" rid="B32">Oruko et al., 2019</xref>; <xref ref-type="bibr" rid="B7">Bielak et al., 2020</xref>). The effect of antibacterial agents is reduced to the destruction of microorganisms or the inhibition of their growth. This highlights the need to go beyond conventional tanning practices and consider antimicrobial strategies that ensure both durability and biological protection of leather materials. In addition to microbiological safety, it is becoming increasingly important to apply antimicrobial solutions that are environmentally friendly and do not lead to additional ecological burden. Some chemical antimicrobial agents are used in the tanning process, their main function is to prevent biodegradation of the leather, not to provide antimicrobial properties. In addition, the use of some antibacterial and antifungal agents is limited due to toxic effects on health and the environment. Therefore, it is extremely important for natural leather materials applicable to footwear to develop antimicrobial agents that are effective against a broad spectrum of bacterial and fungal strains and are environmentally friendly (<xref ref-type="bibr" rid="B33">Poles et al., 2019</xref>; <xref ref-type="bibr" rid="B27">Nawaz et al., 2011</xref>).</p>
<p>There are various methods for antibacterial treatment of leather for insole parts. Biosynthesized silver nanoparticles have been used as an antimicrobial agent for the treatment of pig leather by dip-drying processes (<xref ref-type="bibr" rid="B19">Healy et al., 2010</xref>; <xref ref-type="bibr" rid="B44">Thang et al., 2023</xref>). Researchers found that tanned leather with the addition of oils has antimicrobial activity against strains of <italic>E.coli</italic>, <italic>S.aureus</italic> and <italic>C.Albicans</italic> (<xref ref-type="bibr" rid="B6">Bielak and Sygu&#x142;a-Cholewi&#x144;ska, 2017</xref>).</p>
<p>Metals, metal salts, oxides and nanocomposite polycompounds possess certain activity against some well-known pathogenic microorganisms. The use of nanotechnology and especially metal nanoparticles enables the production of high-quality leather with good antibacterial properties (<xref ref-type="bibr" rid="B26">Muthukrishnan, 2021</xref>; <xref ref-type="bibr" rid="B41">Su et al., 2021</xref>). Much research has focused on the treatment of leather with nanometal oxides during the pre-tanning process, where nanomaterials are added to the tanning solution during leather treatment. There is still a limited amount of research deals with the nanoprocessing of leather in the final finishing step without adding the nanomaterial to the tanning solution. In the leather industry, nanotechnology is still in its infancy and has not yet reached widespread application (<xref ref-type="bibr" rid="B48">Vo et al., 2020</xref>; <xref ref-type="bibr" rid="B9">Carvalho et al., 2018</xref>; <xref ref-type="bibr" rid="B40">Staro&#x0144;, A., and D&#x0142;ugosz, O. 2021</xref>).</p>
<p>Among the various nanomaterials applied in the leather industry, zinc oxide (ZnO) stands out for its strong antimicrobial properties. Their positively charged particles can interact with the negatively charged surface of bacterial cell walls. Numerous studies have explored the application of metal oxides in leather treatment during the pre-tanning phase (<xref ref-type="bibr" rid="B27">Nawaz et al., 2011</xref>; <xref ref-type="bibr" rid="B26">Muthukrishnan, 2021</xref>). In contrast, research on nanoprocessing leather during the final finishing stage remains limited. The properties of metal nanoparticles and metal oxides such as TiO<sub>2</sub>, ZnO, Ag, and Cu determined them as an effective antimicrobial agents (<xref ref-type="bibr" rid="B28">Nguyen et al., 2023</xref>; <xref ref-type="bibr" rid="B31">Okhmat et al., 2024</xref>; <xref ref-type="bibr" rid="B44">Thang et al., 2023</xref>; <xref ref-type="bibr" rid="B9">Carvalho et al., 2018</xref>; <xref ref-type="bibr" rid="B24">Lkhagvajav et al., 2015</xref>; <xref ref-type="bibr" rid="B2">Ahmed et al., 2024</xref>). Zinc oxide nanoparticles (ZnO-NPs) have garnered significant interest from researchers due to their biocompatibility, non-toxic nature, and cost-effectiveness (<xref ref-type="bibr" rid="B27">Nawaz et al., 2011</xref>; <xref ref-type="bibr" rid="B1">Abebe, et al., 2020</xref>; <xref ref-type="bibr" rid="B12">Dey, et al., 2022</xref>; <xref ref-type="bibr" rid="B23">Jiang et al., 2015</xref>; <xref ref-type="bibr" rid="B18">Habib Mohamed and Manal Maher, 2023</xref>; <xref ref-type="bibr" rid="B17">Habib and Mulchandani, 2022</xref>; <xref ref-type="bibr" rid="B15">Gaidau et al., 2018</xref>; <xref ref-type="bibr" rid="B5">Bao, Y. et al., 2017</xref>; <xref ref-type="bibr" rid="B45">Vargas Hern&#x00E1;ndez et al., 2024</xref>).</p>
<p>Traditional methods for preventing microbial growth in leather materials include the use of biocides (<xref ref-type="bibr" rid="B7">Bielak, et al., 2020</xref>). These preparations are largely hazardous to human health. A number of studies have focused on the use of metal oxides, for example,: TiO<sub>2</sub>, CuO, ZnO, as well as on combinations: CuO-ZnO, Ag-TiO<sub>2</sub> (<xref ref-type="bibr" rid="B48">Vo et al., 2020</xref>; <xref ref-type="bibr" rid="B9">Carvalho et al., 2018</xref>; <xref ref-type="bibr" rid="B38">Soria-Castro et al., 2018</xref>). Various natural oils and dyes have also been studied in this context (<xref ref-type="bibr" rid="B6">Bielak and Sygu&#x142;a-Cholewi&#x144;ska, 2017</xref>).</p>
<p>This study aims to investigate the enhancing durability of leather lining materials by applying a finishing layer containing zinc oxide particles and to assay antimicrobial effectiveness of the modified materials. In our research, we applied the approach of depositing ZnO particles by <italic>in situ</italic> synthesis method onto pig tanned leather used for shoe linings. To fix the ZnO nanoparticles, we applied a cross-linked gelatin hydrogel, identical in structure to natural leather.</p>
<p>In the results of our investigations it was obtained new information about a new potential application of the ZnO NPs.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and Methods</title>
<sec id="s2-1">
<title>Materials</title>
<p>Natural, chrome-tanned pig leather for lining details, provided by a local manufacturer, without a finish coating, and with a thickness of 0.89 mm, was used. The evaluated samples had dimensions of 50/50&#xa0;mm and an average weight of 2.3&#xa0;g.</p>
<p>Gelatin from Merck KGaA (Darmstadt, Germany); Glutaraldehyde (25% aqueous solution) from Sigma-Aldrich (Darmstadt, Germany); Zn(NO<sub>3</sub>)<sub>2</sub>&#xb7;6H<sub>2</sub>O (CAS:10,196-18-6) and NaOH were purchased from Sigma-Aldrich (Darmstadt, Germany). All solutions were prepared with distilled water.</p>
</sec>
<sec id="s2-2">
<title>Methods for Preparation of Composite Materials With ZnO</title>
<p>
<xref ref-type="fig" rid="F1">Figure 1</xref> schematically presents the stages of modification of leather samples.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Flowchart illustrating a process of the composite materials preparation.</p>
</caption>
<graphic xlink:href="sjss-15-14992-g001.tif">
<alt-text content-type="machine-generated">Flowchart illustrating a process involving gelatin and GA mixed in a container. It progresses through heating with Zn(NO&#x2083;)&#x2082;&#xB7;6H&#x2082;O and NaOH, a reaction vessel, and a dehydration step. Ends with a mesh cutout.</alt-text>
</graphic>
</fig>
<sec id="s2-2-1">
<title>Method 1</title>
<p>Gelatin - crosslinking with glutaraldehyde; impregnation of leather (preliminary treated with oxalic acid) in solution of crosslinked gelatin; adding the solution of Zn(NO<sub>3</sub>)<sub>2</sub>.6H<sub>2</sub>O; adding the sodium hydroxide solution.</p>
</sec>
<sec id="s2-2-2">
<title>Method 2</title>
<p>Immersion of leather substrates in gelatin solution; adding the solution of Zn(NO<sub>3</sub>)<sub>2</sub>.6H<sub>2</sub>O; adding the glutaraldehyde as crosslinking agent; adding the sodium hydroxide solution.</p>
</sec>
<sec id="s2-2-3">
<title>Method <bold>3</bold> (an Ultrasound)</title>
<p>Impregnation of leather samples in gelatin solution; preparation of a solution of Zn(NO<sub>3</sub>)<sub>2</sub>&#xb7;6H<sub>2</sub>O and NaOH solution and mixing; impregnation of leather&#x2013;gelatin samples in solution of Zn(NO<sub>3</sub>)<sub>2</sub>.6H<sub>2</sub>O and NaOH; crosslinking by glutaraldehyde.</p>
<p>In our previous work, we investigated the synthesis and deposition of TiO<sub>2</sub> in coatings for leather materials (<xref ref-type="bibr" rid="B3">Angelova et al., 2024</xref>). Based on these studies, in the present study we developed methods for the synthesis and incorporation of ZnO nanoparticles into finishing coatings for leather. Many of the analyses were similarly applied to the new composite materials.</p>
<p>Details regarding the preparation, mixing regimes, and processing conditions are presented in <xref ref-type="table" rid="T1">Table 1</xref>.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Methods and processing conditions for biocomposite materials Leather/Gelatin/ZnO.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Method/Sample code</th>
<th align="center">Solutions C, %</th>
<th align="center">Process steps</th>
<th align="center">Processing conditions</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Le_ZnO-1</td>
<td align="left">&#x41d;<sub>2</sub>&#x421;<sub>2</sub>&#x41e;<sub>4</sub> (pretreatment): 2% w/v<break/>Gelatin: 5% w/v<break/>Glutaraldehyde: 2.5% w/w to gelatin<break/>Zn(NO<sub>3</sub>)<sub>2</sub>&#xb7;6H<sub>2</sub>O (0.1M)<break/>NaOH: (10&#xd7;excess vs. Zn<sup>2&#x2b;</sup>)</td>
<td align="left">
<list list-type="simple">
<list-item>
<p>- Leather pretreatment, pH 4.5</p>
</list-item>
<list-item>
<p>- Crosslinking gelatin with glutaraldehyde</p>
</list-item>
<list-item>
<p>- Leather immersion</p>
</list-item>
<list-item>
<p>- Zn(NO<sub>3</sub>)<sub>2</sub>&#xb7;6H<sub>2</sub>O solution</p>
</list-item>
<list-item>
<p>- NaOH solution</p>
</list-item>
<list-item>
<p>- Thermal treatment</p>
</list-item>
<list-item>
<p>- Final drying</p>
</list-item>
</list>
</td>
<td align="left">
<list list-type="simple">
<list-item>
<p>- 30 min; 23&#xa0;&#xb0;C</p>
</list-item>
<list-item>
<p>- 24 h; 23&#xa0;&#xb0;C</p>
</list-item>
<list-item>
<p>- 30 min; 85&#xa0;&#xb0;C</p>
</list-item>
<list-item>
<p>- 5 min; 55&#xa0;&#xb0;C</p>
</list-item>
<list-item>
<p>- Dryer 2h; 40&#xa0;&#xb0;C</p>
</list-item>
<list-item>
<p>- 96 h; 23&#xa0;&#xb0;C</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left">Le_ZnO-2</td>
<td align="left">&#x41d;<sub>2</sub>&#x421;<sub>2</sub>&#x41e;<sub>4</sub> (pretreatment): 2% w/v<break/>Gelatin: 5% w/v<break/>Glutaraldehyde: 2.5% w/w to gelatin<break/>Zn(NO<sub>3</sub>)<sub>2</sub>&#xb7;6H<sub>2</sub>O (0.1M)<break/>NaOH: (10&#xd7; excess vs. Zn<sup>2&#x2b;</sup>)</td>
<td align="left">
<list list-type="simple">
<list-item>
<p>- Leather pretreatment; pH 4.5</p>
</list-item>
<list-item>
<p>- Leather in gelatin solution</p>
</list-item>
<list-item>
<p>- Zn(NO<sub>3</sub>)<sub>2</sub>&#xb7;6H<sub>2</sub>O solution</p>
</list-item>
<list-item>
<p>- Glutaraldehyde</p>
</list-item>
<list-item>
<p>- NaOH solution</p>
</list-item>
<list-item>
<p>- Thermal treatment</p>
</list-item>
<list-item>
<p>- Final drying</p>
</list-item>
</list>
</td>
<td align="left">
<list list-type="simple">
<list-item>
<p>- 30 min; 23&#xa0;&#xb0;C</p>
</list-item>
<list-item>
<p>- 2h; 23&#xa0;&#xb0;C</p>
</list-item>
<list-item>
<p>- 30 min; 85&#xa0;&#xb0;C</p>
</list-item>
<list-item>
<p>- 10 min; 85&#xa0;&#xb0;C</p>
</list-item>
<list-item>
<p>- 5 min; 55&#xa0;&#xb0;C</p>
</list-item>
<list-item>
<p>- Dryer 2h; 40&#xa0;&#xb0;C</p>
</list-item>
<list-item>
<p>- 96 h; 23&#xa0;&#xb0;C</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left">Le_ZnO-3 (ultrasonic bath)</td>
<td align="left">Gelatin: 5% w/v<break/>Zn(NO<sub>3</sub>)<sub>2</sub>&#xb7;6H<sub>2</sub>O (0.1M)<break/>NaOH: (10&#xd7; excess vs. Zn<sup>2&#x2b;</sup>) glutaraldehyde: 2.5% w/w to gelatin</td>
<td align="left">
<list list-type="simple">
<list-item>
<p>- Leather in gelatin solution</p>
</list-item>
<list-item>
<p>- Mixing</p>
</list-item>
<list-item>
<p>Zn(NO<sub>3</sub>)<sub>2</sub>&#xb7;6H<sub>2</sub>O&#x2b; NaOH</p>
</list-item>
<list-item>
<p>- Crosslinking by glutaraldehyde</p>
</list-item>
<list-item>
<p>- Thermal treatment</p>
</list-item>
<list-item>
<p>- Final drying</p>
</list-item>
</list>
</td>
<td align="left">
<list list-type="simple">
<list-item>
<p>- 30 min; 23&#xa0;&#xb0;C</p>
</list-item>
<list-item>
<p>- 20 min; 85&#xa0;&#xb0;C</p>
</list-item>
<list-item>
<p>- 10 min; 85&#xa0;&#xb0;C</p>
</list-item>
<list-item>
<p>- dryer 2h; 85&#xa0;&#xb0;C</p>
</list-item>
<list-item>
<p>- 24 h; 23&#xa0;&#xb0;C</p>
</list-item>
</list>
</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Methods with varying the sequence of the crosslinking agent and addition of the components were previously designed to compare how the processing order affects nanoparticle deposition, coating stability, and antimicrobial properties. This approach allows us to determine the most effective way to achieve durable ZnO coatings on leather.</p>
</sec>
</sec>
<sec id="s2-3">
<title>Analyses</title>
<sec id="s2-3-1">
<title>Morphological Analysis</title>
<p>Samples were observed by using an inverted microscope Metaval (Carl Zeiss, Germany) operated in the dark-field mode with Planachromat-HD objectives (with magnification from 5x to 50x) and halogen light illumination (12V, 50W).</p>
<p>The surface morphology of the modified leather samples was analyzed with a Philips ESEM XL30 FEG SEM. Using SEM, the size, shape, and distribution of nanoparticles can be determined, as well as elemental quantitative and qualitative analysis can be performed in the 1&#xa0;&#x3bc;m<sup>3</sup> region.</p>
</sec>
<sec id="s2-3-2">
<title>FTIR Analysis</title>
<p>FTIR analysis was performed on a Fourier transform infrared spectrometer (IRAffinity-1, Shimadzu, Japan) equipped with a diffuse reflectance sphere (MIRacle Attenuated Total Reflectance Attachment), the spectral range of 4000 &#xf7; 600&#xa0;cm<sup>&#x2212;1</sup>.</p>
</sec>
<sec id="s2-3-3">
<title>UVA&#x2013;VIS-NIR Transmittance Spectral Analysis</title>
<p>A spectrophotometer (UVA/VIS/NIR Lambda 750S, Perkin Elmer, USA) was used to perform the analysis, which covered the wavelength range of: &#x3bb; from 2000 to 250&#xa0;nm.</p>
</sec>
<sec id="s2-3-4">
<title>Antimicrobial Analysis</title>
<p>The antibacterial effect of the tested composite samples was evaluated by Kirby&#x2013;Bauer method (<xref ref-type="bibr" rid="B21">Hudzicki, J., 2009</xref>). The selected bacterial strains used in this study included <italic>Pseudomonas aeruginosa</italic> 1390 (Gram-), <italic>Bacillus subtilis</italic> 168 (Gram&#x2b;), <italic>Escherichia coli</italic> W 1655 (Gram-) from the National Bank of Industrial Microorganisms and Cell Cultures, Bulgaria, and <italic>Erysipelothrix rhusiopathiae</italic> B40 (Gram&#x2b;) from the Institute of Microbiology (<xref ref-type="bibr" rid="B3">Angelova et al., 2024</xref>). Bacterial cultures were first grown overnight in Nutrient Broth (HIMedia, India) at 37&#xa0;&#xb0;C, and the cell density was then standardized to McFarland 0.5 (approximately 1.5 &#xd7; 10<sup>8</sup>&#xa0;CFU/mL), according to CLSI guidelines (<xref ref-type="bibr" rid="B11">CLSI, 2012</xref>). Sterile Mueller-Hinton agar plates were inoculated with the standardized bacterial suspensions. Antibiotics were used as a positive control. Antimicrobial activity was determined after incubation for 24&#xa0;h at 37&#xa0;&#xb0;C. Measurements were made of the diameter (mm) of the zones of inhibition (ZOI) around each disk (<xref ref-type="bibr" rid="B4">Balouiri et al., 2016</xref>).</p>
<p>The antifungal activity of the tested compounds was evaluated using the disc diffusion method. The test fungal strains used in this study included <italic>Aspergillus niger</italic>, <italic>Aspergillus fumigatus</italic>, and <italic>Candida albicans</italic> belonging to Mycological collection of the Stephan Angeloff Institute of Microbiology, BAS. Fungal strains were grown on Potato Dextrose Agar (HIMedia Laboratories Pvt. Ltd., Maharashtra, India) at 28&#xa0;&#xb0;C for 7&#xa0;days to allow for adequate diffusion of the compounds and fungal growth. Spore suspension was prepared at concentration of 1 &#xd7; 10<sup>8</sup> conidia/mL, and used for the investigation. The antifungal activity was determined at every 24&#xa0;h of incubation by measuring the diameter (mm) of the inhibition zones around each disc, which appeared as clear areas.</p>
</sec>
</sec>
<sec id="s2-4">
<title>Statistical Analysis</title>
<p>All experiments were performed in a minimum of triplicate to ensure reproducibility and reliability of the results. Data are expressed as mean values &#xb1;standard error (SE).</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>Results and Discussion</title>
<sec id="s3-1">
<title>Morphological Properties of Leather Composites With ZnO</title>
<p>
<xref ref-type="fig" rid="F2">Figure 2</xref> shows micrographs of pure leather samples with a distinct fibrous structure. <xref ref-type="fig" rid="F3">Figure 3</xref> presents microscopic images of samples obtained by method 1 (Le_ZnO-1). It is evident that the leather sample is coated with cross-linked gelatin, with Zn-NPs impregnated into the hydrogel structure. The microscopic ivestigations of the these samples reveal that the nanoparticles ZnO have transitioned fom spherical to flower-like structures, indicating that the nucleation of ZnO crystal structures has commenced on the leather surface. Clustering and agglomeration of ZnO particles is observed at specific locations in the leather matrix and these particles change from nano-size (from 50 to 200&#xa0;nm for single psrticles) to micro-size (above 500&#xa0;nm and above 1&#xa0;&#x3bc;m for clusters). This agglomeration of particles is likely to have a more significant effect due to the larger surface area of ZnO. In <xref ref-type="fig" rid="F4">Figure 4</xref> the modified leather samples Le_ZnO-2 show a different morphological structure. The ZnO particles again form a flower-like structure, they also form agglomerates, but are situated on the hydrogel&#x2019;s surface, suggesting they display higher activity.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Micrograph of pure leather sample (Le) (x20) and SEM.</p>
</caption>
<graphic xlink:href="sjss-15-14992-g002.tif">
<alt-text content-type="machine-generated">A side-by-side comparison of two images of a fibrous material. The left image is a blurred, close-up view with a warm, golden hue. The right image is a black and white scanning electron microscope image, showcasing clear, detailed fibrous structures with visible scale bars and technical details at the bottom.</alt-text>
</graphic>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Micrograph of modified leather (Le_ZnO-1) and SEM at different magnifications.</p>
</caption>
<graphic xlink:href="sjss-15-14992-g003.tif">
<alt-text content-type="machine-generated">Three images showing different microscope views: the first image displays a close-up of a textured, brown surface at 0.5 millimeter scale. The second image is a black and white scanning electron microscope (SEM) view of a smooth, wavy surface with a 50 micrometer scale. The third image is another SEM view showing rough, fibrous structures scattered across a surface at a 5 micrometer scale.</alt-text>
</graphic>
</fig>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Micrograph of modified leather (Le_ZnO-2) and SEM at different magnifications.</p>
</caption>
<graphic xlink:href="sjss-15-14992-g004.tif">
<alt-text content-type="machine-generated">Three microscopic images side by side. The first shows an orange surface with a rough texture, marked with a scale of fifty micrometers. The second is a black and white scanning electron microscope image of a textured surface with scattered bright spots, accompanied by a twenty micrometer scale. The third image, also black and white, reveals complex, star-like crystalline structures with a two micrometer scale. Lecture details, including vacuum conditions and magnification, are visible on both SEM images.</alt-text>
</graphic>
</fig>
<p>Some authors have proposed an explanation mechanism for the <italic>in situ</italic> growth of ZnO nanostructures (<xref ref-type="bibr" rid="B39">Souza, D. et al., 2018</xref>). Their research shows that at the beginning of the reaction in the sol-chemical solution, few ZnO nuclei and many growth units are present. When the fabrics are immersed in this solution for shorter residence times (0 h and 1&#xa0;h), the ZnO nuclei immediately adhere to the fiber surface and the large amount of growth units around these nuclei leads to rapid growth of ZnO particles. And in our study, similar phenomena are most likely observed, i.e., for the nucleation and crystal formation processes.</p>
<p>The formation of the observed &#x201c;flower-like structures&#x201d; can be explained by heterogeneous nucleation of ZnO nanoparticles on gelatin matrices. Functional groups such as amino and carboxyl act as binding sites for Zn<sup>2&#x2b;</sup>ions, initiating localized nucleation. Upon addition of NaOH, supersaturation drives crystal growth along specific wurtzite planes, while the organic matrix restricts orientation and promotes radial assembly. This confinement results in the characteristic flower-like morphology. Recent studies confirm similar mechanisms (<xref ref-type="bibr" rid="B30">Nichelson, A., et al., 2025</xref>) reported that surfactant-assisted and sonochemical synthesis promoted the self-assembly of ZnO into flower-petal morphologies, highlighting the role of organic matrices and solution conditions in directing growth (<xref ref-type="bibr" rid="B46">Wang, Y. et al., 2016</xref>).</p>
</sec>
<sec id="s3-2">
<title>Elemental Analyses</title>
<p>Elemental analysis shows the presence of Zn in an amount reported on this area of 1&#xa0;&#x3bc;m<sup>3</sup>. A <xref ref-type="fig" rid="F5">Figure 5</xref> present the elemental analysis of pure leather (<xref ref-type="fig" rid="F5">Figure 5a</xref>), and modified leathers (<xref ref-type="fig" rid="F5">Figures 5b, c</xref>). Elemental analysis of the modified leather samples shows that in sample Le_ZnO-1 (<xref ref-type="fig" rid="F5">Figure 5b</xref>) there is about 11.6&#xa0;wt. % of ZnO into the gelatin hydrogel, while in sample Le_ZnO-2 (<xref ref-type="fig" rid="F5">Figure 5c</xref>) there is approximately 64.6&#xa0;wt. % of per &#x3bc;m<sup>3</sup> area. In sample Le_ZnO-2, the area is most likely coated with agglomerated ZnO particles, as well as SEM analyses prove the location of the zinc particles on the gelatin surface, showing the highest activity. The results fully correlate with the results for the antimicrobial activity.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>
<bold>(a)</bold> Elemental analyses of pure leather (Le). <bold>(b)</bold> Elemental analyses of modified leather (Le_ZnO-1). <bold>(c)</bold> Elemental analyses of modified leather (Le_ZnO-2).</p>
</caption>
<graphic xlink:href="sjss-15-14992-g005.tif">
<alt-text content-type="machine-generated">Graph a shows an energy dispersive X-ray spectrum with peaks for oxygen, titanium, chromium, and gold. The inset table provides elemental composition details, showing oxygen, titanium, chromium, and gold percentages.Graph b depicts a spectrum with peaks for oxygen, chromium, zinc, and gold. The table details elemental composition, highlighting high oxygen percentages alongside chromium, zinc, and gold.Graph c shows a spectrum with prominent peaks for oxygen, zinc, and gold. The inset table lists oxygen, zinc, and gold percentages, with zinc being the highest.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3-3">
<title>FTIR Analyses</title>
<p>On <xref ref-type="fig" rid="F6">Figure 6</xref> are presented spectrum of analized samples.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>FTIR analyses of pure and modified leather samples.</p>
</caption>
<graphic xlink:href="sjss-15-14992-g006.tif">
<alt-text content-type="machine-generated">Three IR spectroscopy graphs display transmittance across wavenumbers from 4000 to 750. The first graph, labeled &#x22;pure leather (Le)&#x22;, is in red. The second, &#x22;Le_ZnO-1&#x22;, is in green. The third, &#x22;Le_ZnO-3&#x22;, is in blue. Each graph shows distinct peaks indicating different absorption bands, relevant to materials being analyzed.</alt-text>
</graphic>
</fig>
<p>Absorption peaks (cm<sup>-1</sup>) of the FTIR spectrum: 3308, 2,924, 2,852, 1,647, 1,558, 1,456, 1,234, 1,033&#xa0;cm<sup>-1</sup> were assigned to&#x2013;NH, &#x2013;CH<sub>3</sub>, &#x3d;CH<sub>2</sub>, &#x2013;C&#x3d;O, &#x2013;NH, &#x2013;C&#x3d;O (in amide III) and C&#x2013;N (in amine) groups. The collagen macromolecules in the leather and in the gelatin hydrogel contain polar groups in the side chains of their constituent amino acid residues, which are amino or amide groups and carboxyl groups, and can bind to metal atoms. The presence of Zn particles with the positive charge of zinc ions (Zn<sup>&#x2b;</sup>) on the leather surface can interact electrostatically with the negative charge of the carboxylate residue (RCOO&#x2212;) or with lone pair electrons of N atoms of amino acids (<xref ref-type="bibr" rid="B37">Sirelkhatim et al., 2015</xref>).</p>
<p>The peak at 852&#xa0;cm<sup>-1</sup> confirms the formation of tetrahedral coordination of ZnO (<xref ref-type="bibr" rid="B22">Jain et al., 2020</xref>). This peak is present in our spectra and these peaks are most clearly expressed in the composite obtained by Method 3 (Le_ZnO-3).</p>
</sec>
<sec id="s3-4">
<title>UV&#x2013;VIS Absorbance Spectral Analysis</title>
<p>The UV-VIS absorption spectral analysis of the modified leather material is presented on <xref ref-type="fig" rid="F7">Figure 7</xref>. The bands confirm the conclusions drawn from FTIR analysis about the collagen structure of the gelatin hydrogel and the leather, about the bonds with the crosslinking agent. But most indicative is the appearance of a low peak at 363&#xa0;nm, which is an evident of the formation of nano ZnO.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>UV&#x2013;VIS analysis of pure and modified samples. Spectral graph display three transmission spectra labeled 1&#x2010;Le, 2&#x2010;Le_ZnO&#x2010;1, and 3&#x2010;Le_ZnO&#x2010;2, representing samples used in the study.</p>
</caption>
<graphic xlink:href="sjss-15-14992-g007.tif">
<alt-text content-type="machine-generated">Spectral graph displaying three transmission spectra labeled 1-Le, 2-Le_ZnO-1, and 3-Le_ZnO-2, representing different samples. The spectra are plotted on a graph with wavelengths from 248 to 2500 nanometers on the x-axis and transmission percentage on the y-axis. Notable peaks and troughs are marked with specific wavelengths. The graph shows variations in transmission for each sample, with noteworthy features at specific nanometer intervals.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3-5">
<title>Antibacterial Properties of Leather Samples With Incorporated ZnO Particles</title>
<p>The antimicrobial activity of the tested leather samples was evaluated using the Kirby&#x2013;Bauer disc diffusion method. The test bacterial strains used in this study included <italic>Pseudomonas aeruginosa</italic> (&#x2212;), <italic>Bacillus subtilis</italic> (&#x2b;), <italic>Escherichia coli</italic> (&#x2212;) and <italic>Erysipelothrix rhysiopatiae</italic> (Gram&#x2b;). Sterile Mueller-Hinton agar plates were inoculated with the standardized bacterial suspensions. The antimicrobial activity was determined after 24&#xa0;h of incubation by measuring the diameter (mm) of the inhibition zones around each disc, which appeared as clear, bacteria-free areas.</p>
<p>As could be seen in <xref ref-type="table" rid="T2">Table 2</xref> and <xref ref-type="fig" rid="F8">Figure 8</xref> the samples Le_ZnO-3 exhibits the highest bactericidal effect on Gram-positive spore-forming strain (<italic>B. subtillis).</italic>
</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Antibacterial activity of composite materials with ZnO on different bacterial strains.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Samples</th>
<th colspan="4" align="center">Diameter of zones of inhibition (mm)</th>
</tr>
<tr>
<th align="center">
<italic>E. coli</italic>
</th>
<th align="center">
<italic>P. aeruginosa</italic>
</th>
<th align="center">
<italic>B. subtillis</italic>
</th>
<th align="center">
<italic>E. rhysiopatiae</italic>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Le (pure leather)</td>
<td align="center">&#x2013;</td>
<td align="center">&#x2013;</td>
<td align="center">&#x2013;</td>
<td align="center">&#x2013;</td>
</tr>
<tr>
<td align="left">Le &#x2b; gelatin</td>
<td align="center">
<styled-content style="color:#222222">&#x2212;</styled-content>
</td>
<td align="center">
<styled-content style="color:#222222">&#x2212;</styled-content>
</td>
<td align="center">
<styled-content style="color:#222222">&#x2212;</styled-content>
</td>
<td align="center">
<styled-content style="color:#222222">&#x2212;</styled-content>
</td>
</tr>
<tr>
<td align="left">Le_ZnO-1</td>
<td align="center">&#x2013;</td>
<td align="center">&#x2013;</td>
<td align="center">&#x2013;</td>
<td align="center">&#x2013;</td>
</tr>
<tr>
<td align="left">Le_ZnO-2</td>
<td align="center">&#x2013;</td>
<td align="center">&#x2013;</td>
<td align="center">&#x2013;</td>
<td align="center">&#x2013;</td>
</tr>
<tr>
<td align="left">Le_ZnO-3</td>
<td align="center">&#x2013;</td>
<td align="center">&#x2013;</td>
<td align="center">4 &#xb1; 1</td>
<td align="center">&#x2013;</td>
</tr>
<tr>
<td align="left">
<italic>Positive control (antibiotic)</italic>
</td>
<td align="left">7 &#xb1; 1.2</td>
<td align="center">17 &#xb1; 1.1</td>
<td align="center">18 &#xb1; 1.4</td>
<td align="center">10 &#xb1; 0.9</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>There is no clear inhibition zone (&#x2212;); Data are expressed as mean value &#xb1;standard error (SE).</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Photo documentation of Antibacterial Activity of Composite Materials with ZnO on Gram&#x2b; (<italic>B. subtilis</italic>) and Gram- (<italic>E.coli</italic>) bacterial strains. 1 - Le (pure leather), 2 - Le_ZnO-1; 3 - Le_ZnO-2; 4 - Le_ZnO-3; 5 - empty paper disc; 6- paper disc with gelatin; 7- positive control (antibiotic).</p>
</caption>
<graphic xlink:href="sjss-15-14992-g008.tif">
<alt-text content-type="machine-generated">Two petri dishes with bacterial cultures and numbered discs for testing antimicrobial activity. The left dish is labeled &#x22;E. coli&#x22; with six discs, and the right dish is labeled &#x22;B. subtilis&#x22; with seven discs.</alt-text>
</graphic>
</fig>
<p>After 24&#xa0;h of aerobic cultivation of test microorganisms in termostate, presense or absence of inhibitory zones were observed. Performed experiments showed that Gram-positive (<italic>B. subtillis</italic>) bacteria is more sensitive to the samples with ZnO particles than tested Gram-negative bacteria (<italic>E. coli</italic> and <italic>P.aeruginosa</italic>). Our findings align with those reported by previous researchers, demonstrating similar trends in antibacterial performance. For example, in a study conducted by <xref ref-type="bibr" rid="B13">Emami-Karvani and Chehrazi (2011)</xref>, it was shown that Gram-negative bacteria (<italic>E. coli</italic>) are more resistant to ZnO nanoparticles than Gram-positive bacteria (<italic>S. aureus</italic>). Similar results were also previously published by <xref ref-type="bibr" rid="B36">Reddy et al. (2007)</xref>. Some scientists suggest that the higher sensitivity of Gram-positive bacteria may be related to differences in cell wall structure, cellular physiology, or metabolism. Additionally, variations in surface charge and cell membrane composition could influence the extent to which nanoparticles interact with cells (<xref ref-type="bibr" rid="B16">Girma et al., 2024</xref>).</p>
<p>Nanoparticles can damage cells in two ways: indirectly by generating reactive oxygen species (ROS), and directly by disrupting membrane integrity, penetrating the cytoplasm or interfering with essential processes such as proton pump activity.</p>
<p>The relatively low antibacterial activity observed in this study may be attributed to the limited diffusion of active ZnO particles from the impregnated leather samples, which restricts their availability at the site of bacterial interaction (<xref ref-type="bibr" rid="B43">Sukhodub et al., 2024</xref>; <xref ref-type="bibr" rid="B47">Zhang et al., 2008</xref>). Despite this, zinc oxide nanoparticles (ZnO-NPs) are well known for their strong antimicrobial properties, primarily due to their ability to generate (ROS) such as hydrogen peroxide, superoxide anions, and hydroxyl radicals, which cause oxidative stress and damage to bacterial cells. Additionally, the release of Zn<sup>2&#x2b;</sup> ions from ZnO-NPs interferes with bacterial metabolism and enzyme function, while their small size allows them to effectively penetrate bacterial membranes (<xref ref-type="bibr" rid="B8">Bouttier-Figueroa, et al., 2024</xref>). They can also interact with intracellular components, leading to structural or functional damage, including to DNA. The effect of nanoparticles depends on their physicochemical characteristics, such as size, shape, surface charge and hydrophobicity. This phenomenon provides a practical way to modulate and optimise their antimicrobial activity against different bacterial groups (<xref ref-type="bibr" rid="B35">Rahman et al., 2024</xref>).</p>
</sec>
<sec id="s3-6">
<title>Antifungal Activity Test</title>
<p>The antifungal activity of the tested compounds was evaluated using the disc diffusion method as well. The test fungal strains used in this study included <italic>Aspergillus niger</italic>, <italic>Aspergillus fumigatus</italic>, and <italic>Candida albicans</italic>. Fungal strains were grown on Potato Dextrose Agar at 28&#xa0;&#xb0;C for 7&#xa0;days.</p>
<p>Modified leather samples show excellent protective effects against fungal strains <italic>Aspergillus niger</italic> and <italic>Candida albicans</italic> compared to untreated leather samples, which did not exhibit any antifungal activity (<xref ref-type="table" rid="T3">Table 3</xref>; <xref ref-type="fig" rid="F9">Figure 9</xref>).</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Antifungal activity test.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="3" align="left">&#x200b;</th>
<th rowspan="3" align="center">Samples</th>
<th colspan="7" align="center">Fungal strains</th>
</tr>
<tr>
<th align="center">
<italic>Aspergillus fumigatus</italic>
</th>
<th colspan="3" align="center">
<italic>Aspergillus niger</italic>
</th>
<th colspan="3" align="center">
<italic>Candida albicans</italic>
</th>
</tr>
<tr>
<th align="center">24&#x2013;72&#xa0;h</th>
<th align="center">24&#xa0;h</th>
<th align="center">48&#xa0;h</th>
<th align="center">72&#xa0;h</th>
<th align="center">24&#xa0;h</th>
<th align="center">48&#xa0;h</th>
<th align="center">72&#xa0;h</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">1</td>
<td align="left">Le_ZnO-1</td>
<td align="center">&#x2212;</td>
<td align="center">&#x2b;</td>
<td align="left">Inhibits sporulation</td>
<td align="left">Inhibits sporulation</td>
<td align="center">&#x2b;</td>
<td align="center">&#x2b;</td>
<td align="center">&#x2212;</td>
</tr>
<tr>
<td align="left">2</td>
<td align="left">Le_ZnO-2</td>
<td align="center">&#x2212;</td>
<td align="center">&#x2b;</td>
<td align="left">Inhibits sporulation</td>
<td align="left">Inhibits sporulation</td>
<td align="center">&#x2b;</td>
<td align="center">&#x2212;</td>
<td align="center">&#x2212;</td>
</tr>
<tr>
<td align="left">3</td>
<td align="left">Le_ZnO-3</td>
<td align="center">&#x2212;</td>
<td align="center">&#x2b;</td>
<td align="left">Inhibits sporulation</td>
<td align="left">Inhibits sporulation</td>
<td align="center">&#x2b;</td>
<td align="center">&#x2212;</td>
<td align="center">&#x2212;</td>
</tr>
<tr>
<td align="left">4</td>
<td align="left">Le</td>
<td align="center">&#x2212;</td>
<td align="center">&#x2212;</td>
<td align="left">&#x2212;</td>
<td align="left">&#x2212;</td>
<td align="center">&#x2212;</td>
<td align="center">&#x2212;</td>
<td align="center">&#x2212;</td>
</tr>
<tr>
<td align="left">5</td>
<td align="left">Le &#x2b; gelatin</td>
<td align="center">&#x2212;</td>
<td align="center">&#x2212;</td>
<td align="left">&#x2212;</td>
<td align="left">&#x2212;</td>
<td align="center">&#x2212;</td>
<td align="center">&#x2212;</td>
<td align="center">&#x2212;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>There is no inhibition zone (&#x2212;); growth inhibition (&#x2b;).</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Antifungal activity of composite materials with ZnO against <italic>Aspergillus niger</italic>. after 24, 48 and 72 h of treatment.</p>
</caption>
<graphic xlink:href="sjss-15-14992-g009.tif">
<alt-text content-type="machine-generated">Three petri dishes displaying different growth stages of Aspergillus niger fungus. The first dish shows minimal growth with a light surface. The second dish exhibits moderate, yellow-brown growth with visible texture changes. The third dish shows dense, dark growth covering most of the surface.</alt-text>
</graphic>
</fig>
<p>Our results show that the three modified variants inhibit the growth of <italic>Candida</italic> albicans for 24&#xa0;h, after which the fungal strain resumes its growth. In <italic>Aspergillus niger</italic>, inhibition of fungal growth is again observed for 24&#xa0;h, followed by suppression of sporulation for up to 72&#xa0;h (<xref ref-type="table" rid="T3">Table 3</xref>; <xref ref-type="fig" rid="F9">Figure 9</xref>).</p>
<p>Some authors reported that chemically synthesized ZnO nanoparticles exhibit significant antifungal activity against <italic>Colletotrichum</italic> sp., <italic>Erythricium salmonicolor</italic>, and <italic>Cercospora coffeicola</italic>. Although their mechanism of action is not yet fully understood, it is suggested to involve both physical and chemical processes. The physical mechanisms depend on the size and surface properties of the nanoparticles and may disrupt ion and electron transport, membrane integrity, and protein function. The chemical mechanisms include the generation of reactive oxygen species (ROS), ion release through efflux, and direct interaction with the cell membrane, leading to oxidative stress and impaired permeability (<xref ref-type="bibr" rid="B42">Subba et al., 2024</xref>).</p>
<p>Upon treatment with ZnO-NPs, compact vacuole-like structures were observed within the hyphae, accompanied by a reduction in cytoplasmic volume. A layer of electron-dense particles formed around the cell wall, likely reflecting the adsorption of ZnO-NPs - a process frequently reported in nanoparticle&#x2013;cell interactions. Alterations in the physicochemical properties of nanoparticles can lead to disrupted enzyme activity, damage to the cell membrane, impaired nutrient uptake, and genotoxic effects (<xref ref-type="bibr" rid="B25">Mosquera-Sanchez and Arciniegas-Grijalba, 2020</xref>).</p>
<p>The reduced antimicrobial activity is likely attributable to the limited diffusion of zinc ions resulting from the crosslinking of gelatin.</p>
<p>Zinc oxide nanoparticles (ZnO-NPs) show strong antibacterial potential against both Gram-positive and Gram-negative bacteria. The antibacterial activity of ZnO-NPs is still under investigation, but research suggests several possible mechanisms. These include direct interaction with bacterial cell surfaces, leading to membrane disruption; the generation of reactive oxygen species (ROS) on the ZnO-NPs surface; and the dissolution of particles, releasing free Zn<sup>2&#x2b;</sup> ions. The latter process disturbs cellular zinc ion balance, increasing ROS levels and ultimately causing cell damage and necrosis. It is likely that the antibacterial effects result from a combination of these pathways (<xref ref-type="bibr" rid="B34">Raha and Ahmaruzzaman, 2022</xref>). The antifungal activity of ZnO nanoparticles synthesized from <italic>E. crassipes</italic> extract was established against fungal strains isolated from building materials, including <italic>Aspergillus sp</italic>., <italic>Stachybotrys sp</italic>., <italic>Fusarium sp</italic>. and <italic>Phoma sp</italic>. Higher concentrations exhibited a stronger antifungal effect, probably due to the larger polydispersity index (PDI) and crystallite sizes.</p>
<p>Given the potential interaction of zinc nanoparticle coatings with human skin, it is essential to evaluate the toxicological implications of zinc ion release and comprehensively assess the safety profile of the proposed technology. Zinc oxide nanoparticles (ZnO-NPs) have been widely investigated due to their broad applicability and are generally considered safe at low concentrations, with GRAS (Generally Recognized As Safe) status granted for certain uses (<xref ref-type="bibr" rid="B20">Hou, J., et al., 2018</xref>). Nevertheless, their nanoscale dimensions and enhanced surface reactivity warrant careful toxicological and regulatory evaluation. While most studies to date report limited dermal penetration and low acute toxicity in humans, the long-term effects of chronic exposure, remain insufficiently understood. Since the early 2000s, the safety of nanomaterials has been a central focus of scientific and regulatory discourse, underscoring the need for comprehensive risk assessments that integrate (<xref ref-type="bibr" rid="B14">Fern&#xe1;ndez-Bert&#xf3;lez, et al., 2024</xref>; <xref ref-type="bibr" rid="B10">Casiano-Mu&#xf1;iz and Ortiz-Rom&#xe1;n, 2024</xref>). Nanomaterials fall under the scope of EU regulatory mechanisms (REACH- Registration, Evaluation, Authorisation and Restriction of Chemicals (REACH), establishing a European Chemicals Agency) (<ext-link ext-link-type="uri" xlink:href="https://echa.europa.eu/regulations/reach/legislation">https://echa.europa.eu/regulations/reach</ext-link>). In this context, future research should aim to bridge existing knowledge gaps by combining <italic>in vitro</italic>, <italic>in vivo</italic>, and computational approaches, thereby ensuring that the benefits of ZnO nanotechnology are realized without compromising human health or environmental safety.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>Conclusion</title>
<p>A modification of natural leather was carried out with an application for lining details of the shoe. A finish coating was successfully obtained by modifying leather samples with cross-linked gelatin containing ZnO particles, which particles were synthesized <italic>in situ</italic>. Microscopic studies showed that ZnO-NPs were impregnated into the hydrogel structure of the gelatin and were distributed into small film-forming structures. Spherical particles of ZnO nanoparticles changed into a flower-like shape, indicating that the nucleation of ZnO crystal structures had started on the leather surface.</p>
<p>The ZnO-NPs modified leather samples showed better activity against the Gram-positive than Gram-negative bacteria and were excellent protective effects against fungal strains <italic>Aspergillus niger</italic> and <italic>Candida albicans</italic> compared to untreated leather samples, which did not exhibit any antifungal activity.</p>
<p>It has been found that these finishes can be very effectively used as protective antibacterial and antifungal coatings for shoe leather materials, protecting the human foot from the effects of microorganisms.</p>
<p>However, the wider application of such specialized functional coatings remains limited by unresolved challenges related to the recovery and end-of-life management of embedded nanoparticles. Currently, technologies capable of extracting or regenerating these particles from materials used in the footwear or leather industry are not yet available, which constrains both their sustainable reuse and their safer long-term application.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data Availability Statement</title>
<p>The datasets presented in this article are not readily available because no restrictions. Requests to access the datasets should be directed to <email>darinajeleva@abv.bg</email>.</p>
</sec>
<sec sec-type="author-contributions" id="s6">
<title>Author Contributions</title>
<p>All authors listed have made a substantial, direct, and intellectual contribution to the work and approved it for publication.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>This study is funded by the European Union-Next Generation EU, through the National Recovery and Resilience Plan of the Republic of Bulgaria, project No. BG-RRP-2.004-0002 C01, &#x201c;BiOrgaMCT&#x201d;.</p>
</ack>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of Interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="s9">
<title>Generative AI Statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<fn-group>
<fn fn-type="custom" custom-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/89410/overview">Avelino N&#xfa;&#xf1;ez-Delgado</ext-link>, University of Santiago de Compostela, Spain</p>
</fn>
</fn-group>
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