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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2026.1740133</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>Geographical variation in the chemical profile and antimicrobial activity of <italic>Solidago gigantea</italic> essential oils</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes"><name><surname>Filep</surname> <given-names>Rita</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<contrib contrib-type="author"><name><surname>Nagy</surname> <given-names>David U.</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author"><name><surname>Ormai</surname> <given-names>Edit</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author"><name><surname>Kocsis</surname> <given-names>B&#x00E9;la</given-names></name><xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<contrib contrib-type="author"><name><surname>Szil&#x00E1;gyi-Utcz&#x00E1;s</surname> <given-names>Margita</given-names></name><xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<contrib contrib-type="author"><name><surname>Purger</surname> <given-names>Dragica</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author" corresp="yes"><name><surname>Bal&#x00E1;zs</surname> <given-names>Vikt&#x00F3;ria Lilla</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<aff id="aff1"><label>1</label><institution>Department of Pharmacognosy, Faculty of Pharmacy, University of P&#x00E9;cs</institution>, <city>P&#x00E9;cs</city>, <country country="hu">Hungary</country></aff>
<aff id="aff2"><label>2</label><institution>Department of Plant Evolutionary Ecology, Faculty of Biological Sciences, Institute for Ecology, Evolution and Diversity, Goethe University Frankfurt</institution>, <city>Frankfurt am Main</city>, <country country="de">Germany</country></aff>
<aff id="aff3"><label>3</label><institution>Department of Medical Microbiology, Medical School, University of P&#x00E9;cs</institution>, <city>P&#x00E9;cs</city>, <country country="hu">Hungary</country></aff>
<aff id="aff4"><label>4</label><institution>Center for Sports Nutrition Science, Hungarian University of Sports Science</institution>, <city>Budapest</city>, <country country="hu">Hungary</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Rita Filep, <email xlink:href="mailto:filep.rita@pte.hu">filep.rita@pte.hu</email>; Vikt&#x00F3;ria Lilla Bal&#x00E1;zs, <email xlink:href="mailto:viktoria.balazs@aok.pte.hu">viktoria.balazs@aok.pte.hu</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-09">
<day>09</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>17</volume>
<elocation-id>1740133</elocation-id>
<history>
<date date-type="received">
<day>05</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>22</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>23</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 Filep, Nagy, Ormai, Kocsis, Szil&#x00E1;gyi-Utcz&#x00E1;s, Purger and Bal&#x00E1;zs.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Filep, Nagy, Ormai, Kocsis, Szil&#x00E1;gyi-Utcz&#x00E1;s, Purger and Bal&#x00E1;zs</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-09">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>The antibacterial significance of the essential oil of <italic>Solidago gigantea</italic>, a North American native species invasive in Europe, remains poorly understood. In this study, we investigated the chemical composition of <italic>Solidago gigantea</italic> essential oils (SEO) collected from three distinct Hungarian locations and evaluated their antibacterial activities against <italic>Escherichia coli</italic> ATCC 25922, methicillin-resistant <italic>Staphylococcus aureus</italic> (MRSA) ATCC 25923, and <italic>Pseudomonas aeruginosa</italic> ATCC 27853.</p>
</sec>
<sec>
<title>Methods</title>
<p>Essential oils (SEO1, SEO2, SEO3) were obtained from inflorescences of <italic>Solidago gigantea</italic> by water-steam distillation. Chemical profiles were determined using gas chromatography&#x2013;mass spectrometry (GC&#x2013;MS). Antibacterial activity was assessed by broth microdilution, biofilm inhibition, and membrane damage assays, while scanning electron microscopy was used to visualize bacterial cell alterations.</p>
</sec>
<sec>
<title>Results</title>
<p>A total of 110 constituents were identified, and relative quantities of certain components varied among samples. The major components included cyclocolorenone (10.46&#x2013;29.69%), <italic>&#x03B1;</italic>-pinene (5.09&#x2013;12.41%), &#x03B1;-gurjunene (2.76&#x2013;6.32%), and bornyl acetate (4.31&#x2013;6.06%). Minimum inhibitory concentration tests revealed that <italic>E. coli</italic> was the most susceptible (0.31&#x2013;0.62&#x202F;mg/mL), MRSA showed intermediate sensitivity (0.62&#x2013;1.25&#x202F;mg/mL), and <italic>P. aeruginosa</italic> was the most resistant (1.25&#x2013;2.50&#x202F;mg/mL). Biofilm assays showed strong inhibitory effects: <italic>E. coli</italic> biofilms were reduced by up to 95.7%, MRSA by over 90%, and <italic>P. aeruginosa</italic> by 87.3%. Synergistic interactions were observed between SEO and gentamicin against <italic>P. aeruginosa</italic>, and between ceftriaxone and the oil against <italic>E. coli</italic>. The essential oil&#x2019;s effectiveness varied by sampling location, with the SEO3 sample showing the strongest antimicrobial activity, including the highest biofilm inhibition and over 80% membrane disruption in all bacterial species after 60&#x202F;min.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>The essential oil of <italic>Solidago gigantea</italic> showed antibacterial and biofilm-inhibitory activity, influenced by the plant&#x2019;s geographical origin.</p>
</sec>
</abstract>
<kwd-group>
<kwd>biofilm</kwd>
<kwd>essential oil</kwd>
<kwd>giant goldenrod</kwd>
<kwd>terpenoids</kwd>
<kwd>water-steam distillation</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This research was supported by the Fund of National Research Development and Innovation Office NKFIH PD 147156 (VB), and by 2021-1.2.6-T&#x00C9;T-IPARI-MA-2022-00015 (VB).</funding-statement>
</funding-group>
<counts>
<fig-count count="2"/>
<table-count count="8"/>
<equation-count count="1"/>
<ref-count count="94"/>
<page-count count="15"/>
<word-count count="10931"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Antimicrobials, Resistance and Chemotherapy</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>The overuse and misuse of antibiotics, together with natural evolutionary processes, have driven the global rise and spread of antibacterial resistance (<xref ref-type="bibr" rid="ref3">Akova, 2016</xref>; <xref ref-type="bibr" rid="ref13">Bhojyawal et al., 2024</xref>; <xref ref-type="bibr" rid="ref86">Tahmasebi et al., 2025</xref>). A major contributor to this resistance is biofilm formation (<xref ref-type="bibr" rid="ref53">Luo et al., 2021</xref>; <xref ref-type="bibr" rid="ref48">Li et al., 2023</xref>), in which surface-attached microbial communities are encased in a self-produced extracellular matrix and exhibit survival rates hundreds to thousands of times higher than planktonic bacteria when exposed to antibiotics (<xref ref-type="bibr" rid="ref16">Ceri et al., 1999</xref>; <xref ref-type="bibr" rid="ref18">Costerton et al., 1999</xref>; <xref ref-type="bibr" rid="ref93">Zhang et al., 2022</xref>; <xref ref-type="bibr" rid="ref59">Michael and Waturangi, 2023</xref>). The escalating resistance problem highlights the need for integrative strategies that combine rational antibiotic use with novel adjunctive therapies (<xref ref-type="bibr" rid="ref92">Wei et al., 2025</xref>). In this context, essential oils (EOs) have gained attention as promising candidates due to their antimicrobial properties and potential effectiveness against resistant pathogens (<xref ref-type="bibr" rid="ref90">Veras et al., 2012</xref>; <xref ref-type="bibr" rid="ref77">Raut and Karuppayil, 2014</xref>; <xref ref-type="bibr" rid="ref7">Bal&#x00E1;zs et al., 2022</xref>, <xref ref-type="bibr" rid="ref6">2025</xref>; <xref ref-type="bibr" rid="ref72">Piasecki et al., 2023</xref>).</p>
<p>Essential oils are volatile, natural, and complex mixtures of low-molecular-weight compounds, biosynthesized as secondary metabolites by aromatic plants. These metabolites are typically produced in response to biotic stressors such as herbivory and microbial attack (<xref ref-type="bibr" rid="ref77">Raut and Karuppayil, 2014</xref>). Essential oils, either as monotherapies or in synergistic combinations, have demonstrated substantial pharmacological properties, indicating their potential utility in the treatment of both infectious and non-infectious diseases (<xref ref-type="bibr" rid="ref77">Raut and Karuppayil, 2014</xref>; <xref ref-type="bibr" rid="ref39">Khwaza and Aderibigbe, 2025</xref>). On the other hand, several factors affect the yield and quality of EOs in plants, including environmental conditions, with climatic and edaphic factors being particularly influential and often linked to geographic location (<xref ref-type="bibr" rid="ref25">Figueiredo et al., 2008</xref>; <xref ref-type="bibr" rid="ref62">Msaada et al., 2009</xref>; <xref ref-type="bibr" rid="ref76">Rahimmalek et al., 2009</xref>; <xref ref-type="bibr" rid="ref82">Sharma et al., 2016</xref>; <xref ref-type="bibr" rid="ref30">Herlina et al., 2017</xref>; <xref ref-type="bibr" rid="ref57">Mehalaine and Chenchouni, 2021</xref>). Climatic variables such as temperature, precipitation, humidity, and solar radiation can significantly alter both the quantity and chemical composition of EOs (<xref ref-type="bibr" rid="ref32">Hussain et al., 2010</xref>; <xref ref-type="bibr" rid="ref84">Silva et al., 2016</xref>; <xref ref-type="bibr" rid="ref61">Mollaei et al., 2020</xref>; <xref ref-type="bibr" rid="ref79">Santos et al., 2025</xref>). Seasonal changes and differences in microclimate have been reported to modulate the biosynthesis of chemical compounds, leading to variations in chemical profiles among populations of the same species grown in different regions (<xref ref-type="bibr" rid="ref76">Rahimmalek et al., 2009</xref>; <xref ref-type="bibr" rid="ref26">Filep et al., 2016</xref>; <xref ref-type="bibr" rid="ref6">Bal&#x00E1;zs et al., 2025</xref>; <xref ref-type="bibr" rid="ref79">Santos et al., 2025</xref>). For instance, <xref ref-type="bibr" rid="ref76">Rahimmalek et al. (2009)</xref>, in their investigation of the EO composition of 19 accessions from six different <italic>Achillea</italic> species, reported a high degree of inter- and intra-specific chemical polymorphism, attributing this variation to genetic and environmental factors as well as their interaction.</p>
<p><italic>Solidago</italic> species have long been utilized in European traditional medicine and are recognized as rich sources of phenolic compounds with diverse pharmacological activities, particularly in the complementary management of various inflammatory disorders of the urinary tract (<xref ref-type="bibr" rid="ref28">Fursenco et al., 2020</xref>; <xref ref-type="bibr" rid="ref56">Marksa et al., 2020</xref>). In recent years, scientific interest in the bioactive constituents of <italic>Solidago</italic> species has increased, with a special focus on their EOs due to their complex chemical profiles and promising biological properties (<xref ref-type="bibr" rid="ref87">Thiem and Go&#x015B;li&#x0144;ska, 2002</xref>; <xref ref-type="bibr" rid="ref31">Huang et al., 2012</xref>; <xref ref-type="bibr" rid="ref47">Li et al., 2012</xref>; <xref ref-type="bibr" rid="ref21">Deng et al., 2015</xref>; <xref ref-type="bibr" rid="ref1">Abdel Motaal et al., 2016</xref>; <xref ref-type="bibr" rid="ref51">Liu et al., 2016</xref>; <xref ref-type="bibr" rid="ref35">Jasicka-Misiak et al., 2018</xref>; <xref ref-type="bibr" rid="ref8">Barczewski et al., 2024</xref>; <xref ref-type="bibr" rid="ref14">Bisht et al., 2024</xref>). Among these, <italic>Solidago gigantea</italic> (Aiton), a North American native species with a circumpolar distribution extending from Europe to Asia (<xref ref-type="bibr" rid="ref91">Weber and Jakobs, 2005</xref>), has attracted particular attention. Although it predominantly inhabits mesic and wet environments in its native range, in Europe it has become highly invasive, successfully colonizing wetlands, disturbed mesic and drier sites, as well as tree plantations, where it often forms dense, mono-dominant stands (<xref ref-type="bibr" rid="ref88">T&#x00F6;r&#x00F6;k et al., 2003</xref>; <xref ref-type="bibr" rid="ref91">Weber and Jakobs, 2005</xref>; <xref ref-type="bibr" rid="ref70">Pal et al., 2015</xref>; <xref ref-type="bibr" rid="ref63">Nagy et al., 2022</xref>).</p>
<p>The chemical composition of <italic>Solidago gigantea</italic> essential oil (SEO) has been reported in several studies, with <italic>&#x03B1;</italic>-pinene, bornyl acetate, spathulenol, isospathulenol, (&#x2212;)-cyclocolorenone, and p-cymene identified as the main constituents (<xref ref-type="bibr" rid="ref36">Kalemba et al., 2001</xref>; <xref ref-type="bibr" rid="ref37">Kalemba and Thiem, 2004</xref>; <xref ref-type="bibr" rid="ref75">Radu&#x0161;ien&#x0117; et al., 2022</xref>). For instance, <xref ref-type="bibr" rid="ref11">Benelli et al. (2019)</xref> investigated EOs obtained from different plant parts (leaves, inflorescences, and roots) of Hungarian <italic>Solidago gigantea</italic> as a potential source of botanical insecticides, identifying a total of 80 constituents. While research on the antibacterial activity of <italic>Solidago</italic> species EOs is increasing (<xref ref-type="bibr" rid="ref60">Mishra et al., 2020</xref>; <xref ref-type="bibr" rid="ref2">Abdulkareem et al., 2023</xref>; <xref ref-type="bibr" rid="ref14">Bisht et al., 2024</xref>; <xref ref-type="bibr" rid="ref55">Mali&#x0107;anin et al., 2024</xref>), data specifically on <italic>Solidago gigantea</italic> remain limited. Among the few available studies, <xref ref-type="bibr" rid="ref40">Ko&#x0142;odziej et al. (2011)</xref> reported that ethanolic extracts of <italic>Solidago gigantea</italic> exhibited relatively strong activity against Gram-positive bacteria, while Gram-negative strains were less affected. Moreover, most existing studies are based on samples collected from a single habitat and do not consider potential geographical variation in EO composition.</p>
<p>In this study, we sought to obtain a better understanding of antibacterial effects of EO derived from the inflorescence of <italic>Solidago gigantea</italic>, collected from three wild populations in Hungary. The aims of this study were as follows: (1) To determine EO yield and chemical composition <italic>Solidago gigantea</italic> inflorescences using water-steam distillation and GC&#x2013;MS. (2) To evaluate the antibacterial and biofilm-inhibitory activities of the SEOs against opportunistic, biofilm-forming pathogens such as <italic>Escherichia coli</italic>, <italic>Pseudomonas aeruginosa</italic>, and methicillin-resistant <italic>Staphylococcus aureus</italic> (MRSA). (3) To evaluate the combined effects of the SEO and selected antibiotics through synergistic interaction studies. (4) To assess whether SEO obtained from different geographic location differ in yield, chemical composition, antibacterial and biofilm-inhibitory activities.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<label>2</label>
<title>Materials and methods</title>
<sec id="sec3">
<label>2.1</label>
<title>Plant material and environmental parameters of collection sites</title>
<p>We collected <italic>Solidago gigantea</italic> inflorescences by using a pruning shears in the peak flowering phenophase during a 2&#x202F;weeks period in August 2022, from three locations in Hungary: H&#x00E9;v&#x00ED;z (SEO1): 46.4737&#x202F;N, 17.1150 E, elevation: 109&#x202F;m above sea level; Homokm&#x00E9;gy (SEO2): 46.2854&#x202F;N, 19.1044 E, elevation: 86&#x202F;m above sea level; and Vejti (SEO3): 45.793542 N, 17.982658 E, elevation: 91&#x202F;m above sea level (<xref ref-type="fig" rid="fig1">Figure 1</xref>). To minimize variation related to ontogeny and plant condition, inflorescences were collected from multiple healthy, mature individuals per population within the same phenological stage. Weather conditions were sunny and slightly windy, and there was no rainfall for 48&#x202F;h before each sampling day. The samples were air-dried separately, at 22&#x2013;24&#x202F;&#x00B0;C in a storage room, without direct light, for one month.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p><italic>Solidago gigantea</italic> sampling sites.</p>
</caption>
<graphic xlink:href="fmicb-17-1740133-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Map showing Hungary bordered by Austria, Slovakia, Ukraine, Romania, Serbia, Croatia, and Slovenia. It marks H&#x00E9;v&#x00ED;z, Homokm&#x00E9;gy, and Vejti in Hungary with red dots. A scale bar indicates 100 kilometers.</alt-text>
</graphic>
</fig>
<p>Nineteen bioclimatic variables for the <italic>Solidago gigantea</italic> collection sites were obtained from the WorldClim version 2.1 database (<xref ref-type="bibr" rid="ref24">Fick and Hijmans, 2017</xref>) for the available 1971 to 2000 period, at spatial resolutions of 30&#x202F;s (~1&#x202F;km<sup>2</sup>). These variables were included to provide a descriptive climatic context for the sampled populations; given the limited number of populations (n&#x202F;=&#x202F;3), no statistical analyses of climatic differences were performed.</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Essential oil extraction &#x2013; distillation conditions</title>
<p>Essential oil was isolated from the inflorescence part of the <italic>Solidago gigantea</italic> via water-steam distillation. Dry plant material was cut into small pieces and inserted in 10-L flasks filled with 5&#x2013;6&#x202F;L of distilled water, then subjected to water-steam distillation using a Clevenger-type apparatus for 3&#x202F;h (at 175&#x202F;&#x00B0;C). The SEO was decanted, separated from water and dehydrated using anhydrous Na<sub>2</sub>SO<sub>4</sub>. They were stored in amber vials capped with PTFE-faced silicon septa at 4&#x202F;&#x00B0;C until analyzed. An EO distillation apparatus official in Pharmacopoea Hungarica VIII was used during our investigation. During the process, a short-necked ground round-bottomed flask was used, the inner diameter of which at the flared end of the ground is 29&#x202F;mm. The inner diameter of the flared end of the distillation attachment is 10&#x202F;mm. The distillation attachment is a custom-made design. The heating basket is FALC type, MA series (Scharlab Hungary Ltd.).</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Determination of essential oils composition</title>
<p>Semi-quantitative chemical analysis of the EOs from the inflorescence of the <italic>Solidago gigantea</italic> was performed by using gas chromatography&#x2013;mass spectrometry (GC&#x2013;MS). The analytical parameters for GC&#x2013;MS analysis were as follows: the solvent (DCM), the n-alkane homologous series (C7-C30; Supelco #49451-U), and the samples at a 1:1000 dilution were analyzed on an Agilent 7890B gas chromatograph coupled to an Agilent 7010B triple quadrupole mass spectrometer in MS1 scan and EI (electron ionization) mode. A HP-5&#x202F;ms (5% diphenyl + 95% dimethyl polysiloxane) 30&#x202F;m&#x202F;&#x00D7;&#x202F;0.25&#x202F;mm ID &#x00D7; 0.25&#x202F;&#x03BC;m column was used for separation. The gas chromatograph was equipped with a split/splitless injector. The carrier gas was He (5.0 purity). The additional setup parameters are listed in <xref ref-type="table" rid="tab1">Table 1</xref>.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>The gas chromatography&#x2013;mass spectrometry setup parameters.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th>Parameter</th>
<th align="left" valign="top">Setting</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Reference series used for LRI calculation</td>
<td align="left" valign="top"><italic>n</italic>-alkane</td>
</tr>
<tr>
<td align="left" valign="top">Temperature program</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Initial temperature</td>
<td align="left" valign="top">50&#x202F;&#x00B0;C</td>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Temperature gradient</td>
<td align="left" valign="top">3&#x00B0;C/min</td>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Final temperature</td>
<td align="left" valign="top">350&#x202F;&#x00B0;C (5&#x202F;min)</td>
</tr>
<tr>
<td align="left" valign="top">&#x2003;&#x2003;Injection temperature</td>
<td align="left" valign="top">280&#x202F;&#x00B0;C</td>
</tr>
<tr>
<td align="left" valign="top">Constant linear velocity</td>
<td align="left" valign="top">30.0&#x202F;cm/s</td>
</tr>
<tr>
<td align="left" valign="top">Interface temperature</td>
<td align="left" valign="top">200&#x202F;&#x00B0;C</td>
</tr>
<tr>
<td align="left" valign="top">Ione source temperature</td>
<td align="left" valign="top">250&#x202F;&#x00B0;C</td>
</tr>
<tr>
<td align="left" valign="top">Acquisition mass range</td>
<td align="left" valign="top">40&#x2013;550&#x202F;m/z</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Compounds were identified using the FFNSC 4.0 GC&#x2013;MS library (Shimadzu, Kyoto, Japan), which is based on a standardized and pre-validated analytical protocol. The library provides rigorous specifications for GC and MS operating parameters, column type, temperature program, and retention index calculation using a homologous n-alkane series. Method repeatability and spectral reproducibility were validated during the development of the FFNSC 4.0 library. In this study, all analyses were conducted in strict accordance with the library instructions to ensure reliable compound identification. The MS spectrum similarity criterion was &#x003E;90%, while the linear retention index (LRI) window was &#x00B1; 5&#x202F;units. Semi-quantitative results were expressed as relative area percentages based on GC&#x2013;MS total ion current (TIC) peak areas without any further correction. Compound nomenclature was based on the FFNSC 4.0 mass spectral library.</p>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>Microbiological assay</title>
<sec id="sec7">
<label>2.4.1</label>
<title>Bacterial strains and cultivation conditions</title>
<p>Three human pathogenic bacterial strains were used in this study. The Gram-negative strains <italic>Escherichia coli</italic> ATCC 25922 and <italic>Pseudomonas aeruginosa</italic> ATCC 27853 are common mucosal colonizers and frequent causes of nosocomial infections, particularly in immunocompromised individuals (<xref ref-type="bibr" rid="ref22">Engelhart et al., 2002</xref>; <xref ref-type="bibr" rid="ref29">Garcia-Vidal et al., 2018</xref>; <xref ref-type="bibr" rid="ref43">Krell and Matilla, 2024</xref>; <xref ref-type="bibr" rid="ref50">Liu et al., 2024</xref>). While <italic>E. coli</italic> is part of the normal intestinal flora, it may become pathogenic under immunosuppressed conditions, often as extended-spectrum <italic>&#x03B2;</italic>-lactamase (ESBL)-producing strains (<xref ref-type="bibr" rid="ref50">Liu et al., 2024</xref>). The Gram-positive strain methicillin-resistant <italic>Staphylococcus aureus</italic> (MRSA) ATCC 25923 commonly colonizes the skin and mucosal surfaces and represents a major risk factor for invasive infections in immunosuppressed populations (<xref ref-type="bibr" rid="ref85">Silva-Santana et al., 2021</xref>). The pathogens were cultured using Brain Heart Infusion (BHI) Broth (Sigma-Aldrich Ltd., Budapest, Hungary) as the liquid medium. The bacterial suspensions were incubated in a shaking incubator (C25 Incubator Shaker, New Brunswick Scientific, Edison, NJ, USA) at 37&#x202F;&#x00B0;C and 60&#x202F;rpm for 12&#x202F;h. Before microbiological tests, the exact germ count was determined using spectrophotometric measurement.</p>
</sec>
<sec id="sec8">
<label>2.4.2</label>
<title>Stock solutions containing <italic>Solidago gigantea</italic> oil</title>
<p>Due to the hydrophobic nature of EOs, a stock solution incorporating an emulsifier was prepared prior to all microbiological assays. Tween40 was selected as the emulsifying agent. <italic>Solidago gigantea</italic> EO was dissolved in Brain Heart Infusion (BHI) medium supplemented with 1% Tween40, in accordance with the specified <italic>in vitro</italic> protocol. To ensure that the emulsifier itself exerted no antibacterial, anti-biofilm, or membrane-degradation effects, a control containing only the emulsifier was included in all experiments. The results demonstrated that 1% Tween40 had no significant impact on the outcomes of the assays.</p>
</sec>
<sec id="sec9">
<label>2.4.3</label>
<title>Determination of minimal inhibition concentration</title>
<p>The minimum inhibitory concentration (MIC) of the SEOs were determined using the microdilution method in accordance with CLSI guidelines [CLSI Document M 100-S22; (<xref ref-type="bibr" rid="ref81">Sewell et al., 2025</xref>)]. The MIC was defined as the lowest concentration of the EO that completely inhibited visible bacterial growth in all parallel replicates. The procedure was carried out on 96-well microtiter plates, and, to ensure accuracy, all tests were performed in 8 replicates. Bacterial suspensions were adjusted to a concentration of 10<sup>5</sup>&#x202F;CFU/mL. Subsequently, 100&#x202F;&#x03BC;L of the bacterial suspension and 100&#x202F;&#x03BC;L of the SEOs at various concentrations were added to each well. Stock solutions from the SEOs (5&#x202F;mg/mL) were prepared in Brain Heart Infusion (BHI) using 1% Tween40 as emulgent and serial two-fold dilution was made up to (0.0390&#x202F;mg/mL). The plates were incubated at 37&#x202F;&#x00B0;C for 24&#x202F;h, and then absorbance values were measured at 600&#x202F;nm using a microplate reader (BMG Labtech, Budapest, Hungary). Strain-specific antibiotics were included as positive controls. In the case of <italic>E. coli</italic>, ceftriaxone (40&#x202F;mg/mL stock, Hospira, 250&#x202F;mg powder), in the case of MRSA and <italic>P. aeruginosa</italic>, gentamicin (Gentamicin Sandoz 80&#x202F;mg/ 2&#x202F;mL injection, Sandoz) antibiotics were used.</p>
</sec>
<sec id="sec10">
<label>2.4.4</label>
<title>Biofilm inhibition assay</title>
<p>Crystal violet (CV) assay was employed to evaluate the biofilm inhibitory activity of water-steam distilled EOs from the inflorescence of <italic>Solidago gigantea</italic> against the three bacterial strains investigated in this study. Biofilm formation was modeled using a 96-well microtiter plate assay, an approach commonly employed to investigate early-stage biofilm development. A volume of 200&#x202F;&#x03BC;L of bacterial suspension, containing approximately 10<sup>8</sup>&#x202F;CFU/mL, was added to each well. The plate was incubated at 37&#x202F;&#x00B0;C for 24&#x202F;h to allow for biofilm development, and after that non-adherent cells were removed by washing with 0.9% physiological saline. Subsequently, MIC/2 concentrations determined in previous MIC studies of the SEOs (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>) were added to the pre-formed biofilms. The plates were then incubated for an additional 24&#x202F;h at 37&#x202F;&#x00B0;C. After this period, the wells were washed with distilled water to remove residual compounds. The adhered cells were fixed with 99% methanol (Molar Chemicals Ltd., Hal&#x00E1;sztelek, Hungary) for 15&#x202F;min at room temperature (23&#x202F;&#x00B0;C). After removing the methanol, the biofilms were stained with 0.1% CV for 20&#x202F;min. The CV binds to negatively charged molecules in the extracel lular matrix of biofilms, enabling the quantitative determination of total biofilm biomass. The CV dye bound to the biofilm was dissolved with 200&#x202F;&#x03BC;L of 33% acetic acid solution, thus ensuring a suitable homogeneous solution for absorbance measurement. Absorbance was measured at 595&#x202F;nm using a SPECTROstar Nano microplate reader (BMG Labtech, Budapest, Hungary) (<xref ref-type="bibr" rid="ref71">Peeters et al., 2008</xref>; <xref ref-type="bibr" rid="ref38">Kerekes et al., 2013</xref>). Controls included a positive control (bacterial suspension only), a negative control (nutrient broth only), and a solvent control (bacterial suspension in nutrient broth containing 1% Tween 40) to account for any potential inhibitory effects of the emulsifier (<xref ref-type="bibr" rid="ref71">Peeters et al., 2008</xref>).</p>
</sec>
<sec id="sec11">
<label>2.4.5</label>
<title>Membrane degradation assay</title>
<p>Membrane damage was assessed by quantifying the release of intracellular DNA into the extracellular environment. Both concentration- and time-dependent assays were conducted to evaluate the membrane-disruptive effect of the SEOs. For each assay, bacterial suspensions with a density of 10<sup>8</sup>&#x202F;CFU/mL were prepared in phosphate-buffered saline (PBS). In the concentration-dependent experiment, bacterial cells were exposed to SEOs at different concentrations (MIC/4, MIC/2, MIC, MIC&#x00D7;2, MIC&#x00D7;4; <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>) for one hour. In the time-dependent experiment, cells were treated with SEOs at 2&#x202F;&#x00D7;&#x202F;MIC and incubated for varying durations: 0, 10, 20, 40, 60, and 90&#x202F;min. In both assays, untreated bacterial suspensions served as positive controls. Following the treatments, samples were centrifuged at 12,000&#x202F;&#x00D7;&#x202F;g for 2&#x202F;min (LabTech 624R, Labtech Ltd., Hungary). The absorbance of the nucleic acid-containing supernatant was measured at 260&#x202F;nm using a spectrophotometer (Jasco V-730BIO, Able-Jasco Ltd., Hungary). The amount of DNA released from the cells was used to infer membrane damage. The higher the amount of nucleic acid leaked, the greater the extent of membrane damage. The results are expressed as a percentage compared to the control. The MIC&#x00D7;4 concentration was used as a positive reference to induce pronounced membrane disruption and to differentiate membrane damage-associated DNA release from growth inhibition effects.</p>
</sec>
<sec id="sec12">
<label>2.4.6</label>
<title>Synergistic effect study &#x2013; checkerboard titration</title>
<p>Synergistic interactions between antibiotics and SEOs were assessed using the checkerboard titration method, which serves as an initial screening approach to identify potential synergistic effects. Assays were conducted in 96-well microtiter plates with eight replicates per condition, using bacterial cultures standardized to 10<sup>5</sup>&#x202F;CFU/mL. According to the previously determined MIC, emulsions were prepared using BHI medium and 1% Tween40 (Sigma-Aldricht Ltd.). In each study arrangement, a halving dilution series was prepared at concentrations corresponding to predetermined MIC values, which concentrations were as follows: MIC&#x00D7;2, MIC, MIC/2, MIC/4 MIC/8. Subsequently, according to the test layouts, 100&#x202F;&#x03BC;L of bacterial suspension and then 50&#x202F;&#x03BC;L of SEO (substance A) and 50&#x202F;&#x03BC;L of antibiotic (substance B) were applied to the cells of the microtiter plates: substance A: SEO3, substance B: for <italic>P. aeruginosa</italic> &#x2013; gentamicin, for MRSA &#x2013; vancomycin, for <italic>E. coli</italic> &#x2013; ceftriaxone. In parallel, a bacterial suspension without SEO was applied to a microtiter plate as a positive control, and only BHI medium as a negative control. The prepared microtiter plates were incubated (24&#x202F;h, 37&#x202F;&#x00B0;C), and then their absorbance was measured at a wavelength of 600&#x202F;nm with a plate reader (BMG Labtech, Bio-Tek Ltd.). Following the test, combination MIC values were calculated. For this, the average of the absorbances of the parallel tests in each layout was calculated. The concentration at which the absorbance of the positive control was reduced to &#x00B1;10% was considered the combination MIC value. From the combination MIC values calculated in this way, the fractional inhibitory concentration index (FICI) was calculated, which is a dimensionless numerical value that helps to evaluate the combination effect of pharmacons. The interaction between the EO and antibiotics was interpreted based on the FICI as follows: FICI &#x2264; 0.5 was considered synergistic, FICI &#x003E;0.5&#x2013;1 additive, FICI &#x003E;1&#x2013;4 indifferent, and FICI &#x003E;4 antagonistic (<xref ref-type="bibr" rid="ref69">Odds, 2003</xref>).</p>
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</sec>
<sec id="sec13">
<label>2.5</label>
<title>Statistical analysis</title>
<p>All statistical analyses were performed using R version 4.4.1 (<xref ref-type="bibr" rid="ref74">R Core Team, 2024</xref>). The effects of SEOs on the bacterial biofilm inhibition rate were analyzed as inhibition rate (%), and was evaluated using linear and generalized linear mixed-effects models with the lme4 package [version 1.1&#x2013;29; <xref ref-type="bibr" rid="ref10">Bates et al., 2015</xref>]. In the first analysis, we evaluated the interactive effects of bacterial species (<italic>E. coli</italic>, <italic>P. aeruginosa</italic>, and MRSA) and SEO origin (three samples sites) on the inhibition rate. The model included bacterial species, SEO samples, and their interaction as fixed effects. In the second analysis, we tested the inhibition rate of biofilm formation separately for each bacterial species, using the SEO samples and SEO concentration as fixed effects and their interaction. In the third analysis, the interactive effects of SEO population and treatment duration were assessed on the inhibition rate, again separately for each bacterial species.</p>
<p>Random effect were included to account for replicate effects where applicable. Response variables were log-transformed when necessary to meet model assumptions of normality and homoscedasticity. Type III ANOVA was performed using the Anova() function from the car package (<xref ref-type="bibr" rid="ref27">Fox and Weisberg, 2019</xref>), to evaluate the significance of main effects and interactions. For pairwise comparisons, estimated marginal means were calculated using the emmeans R package (<xref ref-type="bibr" rid="ref46">Lenth, 2023</xref>), and <italic>p</italic>-values were adjusted with the Tukey method for multiple comparisons. A p-value &#x003C; 0.05 was considered statistically significant.</p>
</sec>
</sec>
<sec sec-type="results" id="sec14">
<label>3</label>
<title>Results</title>
<sec id="sec15">
<label>3.1</label>
<title>Yield of <italic>Solidago gigantea</italic> essential oil</title>
<p>The EO yields of <italic>Solidago gigantea</italic> inflorescences obtained from different locations in Hungary showed differences. The highest EO yield was recorded in the sample from H&#x00E9;v&#x00ED;z (1.89&#x202F;&#x03BC;L&#x00B7;g<sup>&#x2212;1</sup>), whereas the lowest yield was observed in the sample from Homokm&#x00E9;gy (1.69&#x202F;&#x03BC;L&#x00B7;g<sup>&#x2212;1</sup>) (<xref ref-type="table" rid="tab2">Table 2</xref>).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Essential oil yields from the inflorescence of <italic>Solidago gigantea</italic> collected from three distinct geographical locations in Hungary.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Samples</th>
<th align="center" valign="top">Total measured quantity (g)</th>
<th align="center" valign="top">Obtained SEO volume (&#x03BC;L)</th>
<th align="center" valign="top">SEO yield (&#x03BC;L&#x00B7;g<sup>&#x2212;1</sup>)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="bottom">SEO1</td>
<td align="center" valign="bottom">190.30</td>
<td align="center" valign="bottom">360</td>
<td align="center" valign="bottom">1.89</td>
</tr>
<tr>
<td align="left" valign="bottom">SEO2</td>
<td align="center" valign="bottom">118.40</td>
<td align="center" valign="bottom">200</td>
<td align="center" valign="bottom">1.69</td>
</tr>
<tr>
<td align="left" valign="bottom">SEO3</td>
<td align="center" valign="bottom">147.04</td>
<td align="center" valign="bottom">270</td>
<td align="center" valign="bottom">1.83</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>SEO1, H&#x00E9;v&#x00ED;z; SEO2, Homokm&#x00E9;gy; SEO3, Vejti.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec16">
<label>3.2</label>
<title>Climatic parameters</title>
<p>Differences were observed among the three <italic>Solidago gigantea</italic> collection sites in terms of bioclimatic variables. Regarding temperature-related parameters (e.g., annual mean temperature, mean diurnal range, maximum temperature of the warmest month), the highest values were recorded at the southernmost site, SEO3, while the other two sites exhibited similar temperature profiles. Precipitation was lowest at SEO2 compared to the other sites, whereas the highest mean annual precipitation was observed at SEO1 (<xref ref-type="table" rid="tab3">Table 3</xref>).</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Nineteen bioclimatic variables for the <italic>Solidago gigantea</italic> collection sites (WorldClim database).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Climate</th>
<th align="center" valign="top">SEO1</th>
<th align="center" valign="top">SEO2</th>
<th align="center" valign="top">SEO3</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Annual mean temperature</td>
<td align="center" valign="top">10.4129</td>
<td align="center" valign="top">10.9739</td>
<td align="center" valign="top">11.2089</td>
</tr>
<tr>
<td align="left" valign="top">Mean diurnal range (Mean of monthly (max temp &#x2013; min temp))</td>
<td align="center" valign="top">9.5966</td>
<td align="center" valign="top">9.5983</td>
<td align="center" valign="top">9.7560</td>
</tr>
<tr>
<td align="left" valign="top">Isothermality (Mean diurnal range/Temperature Annual Range) (&#x00D7;100)</td>
<td align="center" valign="top">0.3166</td>
<td align="center" valign="top">0.3132</td>
<td align="center" valign="top">0.3205</td>
</tr>
<tr>
<td align="left" valign="top">Temperature seasonality (standard deviation &#x00D7;100)</td>
<td align="center" valign="top">0.0256</td>
<td align="center" valign="top">0.0265</td>
<td align="center" valign="top">0.0257</td>
</tr>
<tr>
<td align="left" valign="top">Max temperature of warmest month</td>
<td align="center" valign="top">26.3097</td>
<td align="center" valign="top">27.1742</td>
<td align="center" valign="top">27.2226</td>
</tr>
<tr>
<td align="left" valign="top">Min temperature of coldest month</td>
<td align="center" valign="top">&#x2212;3.9967</td>
<td align="center" valign="top">&#x2212;3.4645</td>
<td align="center" valign="top">&#x2212;3.2161</td>
</tr>
<tr>
<td align="left" valign="top">Temperature annual range (max temperature of warmest month &#x2013; min temperature of coldest month)</td>
<td align="center" valign="top">30.3064</td>
<td align="center" valign="top">30.6387</td>
<td align="center" valign="top">30.4387</td>
</tr>
<tr>
<td align="left" valign="top">Mean temperature of wettest quarter</td>
<td align="center" valign="top">19.0734</td>
<td align="center" valign="top">18.5687</td>
<td align="center" valign="top">19.0984</td>
</tr>
<tr>
<td align="left" valign="top">Mean temperature of driest quarter</td>
<td align="center" valign="top">1.8392</td>
<td align="center" valign="top">2.6540</td>
<td align="center" valign="top">3.1937</td>
</tr>
<tr>
<td align="left" valign="top">Mean temperature of warmest quarter</td>
<td align="center" valign="top">19.3620</td>
<td align="center" valign="top">20.1693</td>
<td align="center" valign="top">20.1407</td>
</tr>
<tr>
<td align="left" valign="top">Mean temperature of coldest quarter</td>
<td align="center" valign="top">0.7650</td>
<td align="center" valign="top">1.0070</td>
<td align="center" valign="top">1.4554</td>
</tr>
<tr>
<td align="left" valign="top">Annual precipitation</td>
<td align="center" valign="top">741.9998</td>
<td align="center" valign="top">584.9998</td>
<td align="center" valign="top">716.0001</td>
</tr>
<tr>
<td align="left" valign="top">Annual precipitation of wettest month</td>
<td align="center" valign="top">20.6000</td>
<td align="center" valign="top">17.1688</td>
<td align="center" valign="top">21.2420</td>
</tr>
<tr>
<td align="left" valign="top">Precipitation of driest month</td>
<td align="center" valign="top">8.9749</td>
<td align="center" valign="top">8.0606</td>
<td align="center" valign="top">9.2098</td>
</tr>
<tr>
<td align="left" valign="top">Precipitation seasonality (coefficient of variation)</td>
<td align="center" valign="top">0.2567</td>
<td align="center" valign="top">0.2096</td>
<td align="center" valign="top">0.2236</td>
</tr>
<tr>
<td align="left" valign="top">Precipitation of wettest quarter</td>
<td align="center" valign="top">250.1101</td>
<td align="center" valign="top">188.0460</td>
<td align="center" valign="top">232.0261</td>
</tr>
<tr>
<td align="left" valign="top">Precipitation of driest quarter</td>
<td align="center" valign="top">123.9644</td>
<td align="center" valign="top">111.8423</td>
<td align="center" valign="top">129.1972</td>
</tr>
<tr>
<td align="left" valign="top">Precipitation of warmest quarter</td>
<td align="center" valign="top">246.1459</td>
<td align="center" valign="top">176.3892</td>
<td align="center" valign="top">221.8941</td>
</tr>
<tr>
<td align="left" valign="top">Precipitation of coldest quarter</td>
<td align="center" valign="top">137.7727</td>
<td align="center" valign="top">124.6560</td>
<td align="center" valign="top">146.1784</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>SEO1, H&#x00E9;v&#x00ED;z; SEO2, Homokm&#x00E9;gy; SEO3, Vejti.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec17">
<label>3.3</label>
<title>Analytical composition of <italic>Solidago gigantea</italic> essential oil</title>
<p>The GC&#x2013;MS analysis of EOs extracted from the inflorescences of <italic>Solidago gigantea</italic> resulted in the detection of 110 compounds (<xref ref-type="table" rid="tab4">Table 4</xref>; <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S1</xref>). These constituents were categorized into 7 chemical classes: hydrocarbon monoterpenes (HMT) (12), oxygenated monoterpenes (OMT) (19), hydrocarbon sesquiterpenes (HST) (36), oxygenated sesquiterpenes (OST) (35), hydrocarbon diterpene (HDT) (1), oxygenated diterpene (ODT) (1), and others (6) (<xref ref-type="table" rid="tab4">Table 4</xref>). Essential oils derived from <italic>Solidago gigantea</italic> inflorescences were dominated by oxygenated sesquiterpenes (SEO1: 44.67%, SEO2: 49.72%, SEO3: 58.17%), followed by hydrocarbon monoterpenes (SEO1: 26.02%, SEO2: 21.39%, SEO3: 12.97%) and hydrocarbon sesquiterpenes (SEO1: 19.43%, SEO2: 18.21%, SEO3: 21.87%).</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Semi-quantitative chemical composition of <italic>Solidago gigantea</italic> essential oils using GC&#x2013;MS.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">No</th>
<th align="left" valign="top">Compound name</th>
<th align="left" valign="top">Class</th>
<th align="center" valign="top">LRI<sub>lit</sub></th>
<th align="center" valign="top">LRI<sub>exp</sub></th>
<th align="center" valign="top">SEO1</th>
<th align="center" valign="top">SEO2</th>
<th align="center" valign="top">SEO3</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">1</td>
<td align="left" valign="top"><bold>Cyclocolorenone</bold></td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">1,757</td>
<td align="center" valign="top">1,760</td>
<td align="center" valign="top"><bold>10.46</bold></td>
<td align="center" valign="top"><bold>13.45</bold></td>
<td align="center" valign="top"><bold>29.69</bold></td>
</tr>
<tr>
<td align="left" valign="top">2</td>
<td align="left" valign="top"><bold>Gurjunene &#x003C;alpha-&#x003E;</bold></td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,406</td>
<td align="center" valign="top">1,409</td>
<td align="center" valign="top"><bold>2.76</bold></td>
<td align="center" valign="top"><bold>3.33</bold></td>
<td align="center" valign="top"><bold>6.32</bold></td>
</tr>
<tr>
<td align="left" valign="top">3</td>
<td align="left" valign="top"><bold>Pinene &#x003C;alpha&#x003E;</bold></td>
<td align="left" valign="top">HMT</td>
<td align="center" valign="top">933</td>
<td align="center" valign="top">932</td>
<td align="center" valign="top"><bold>12.41</bold></td>
<td align="center" valign="top"><bold>9.90</bold></td>
<td align="center" valign="top"><bold>5.09</bold></td>
</tr>
<tr>
<td align="left" valign="top">4</td>
<td align="left" valign="top"><bold>Bornyl acetate</bold></td>
<td align="left" valign="top">OMT</td>
<td align="center" valign="top">1,285</td>
<td align="center" valign="top">1,286</td>
<td align="center" valign="top"><bold>5.80</bold></td>
<td align="center" valign="top"><bold>6.06</bold></td>
<td align="center" valign="top"><bold>4.31</bold></td>
</tr>
<tr>
<td align="left" valign="top">5</td>
<td align="left" valign="top"><bold>Spathulenol</bold></td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">1,576</td>
<td align="center" valign="top">1,579</td>
<td align="center" valign="top"><bold>2.96</bold></td>
<td align="center" valign="top"><bold>3.62</bold></td>
<td align="center" valign="top"><bold>4.31</bold></td>
</tr>
<tr>
<td align="left" valign="top">6</td>
<td align="left" valign="top"><bold>Germacrene D</bold></td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,480</td>
<td align="center" valign="top">1,482</td>
<td align="center" valign="top"><bold>3.98</bold></td>
<td align="center" valign="top"><bold>3.27</bold></td>
<td align="center" valign="top"><bold>3.77</bold></td>
</tr>
<tr>
<td align="left" valign="top">7</td>
<td align="left" valign="top"><bold>Cymene &#x003C;para-&#x003E;</bold></td>
<td align="left" valign="top">HMT</td>
<td align="center" valign="top">1,025</td>
<td align="center" valign="top">1,024</td>
<td align="center" valign="top"><bold>4.38</bold></td>
<td align="center" valign="top"><bold>4.51</bold></td>
<td align="center" valign="top"><bold>3.15</bold></td>
</tr>
<tr>
<td align="left" valign="top">8</td>
<td align="left" valign="top">Gurjunene &#x003C;gamma-&#x003E;</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,476</td>
<td align="center" valign="top">1,473</td>
<td align="center" valign="top">1.30</td>
<td align="center" valign="top">1.34</td>
<td align="center" valign="top">2.78</td>
</tr>
<tr>
<td align="left" valign="top">9</td>
<td align="left" valign="top">Ledol<sup>a</sup></td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">1,604</td>
<td align="center" valign="top">1.12</td>
<td align="center" valign="top">1.68</td>
<td align="center" valign="top">2.77</td>
</tr>
<tr>
<td align="left" valign="top">10</td>
<td align="left" valign="top">Opposita-4(15)-11-dien-1-ol<sup>a</sup></td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">1,655</td>
<td align="center" valign="top">2.90</td>
<td align="center" valign="top">2.74</td>
<td align="center" valign="top">2.13</td>
</tr>
<tr>
<td align="left" valign="top">11</td>
<td align="left" valign="top">Mintoxide</td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">1,565</td>
<td align="center" valign="top">1,567</td>
<td align="center" valign="top">2.76</td>
<td align="center" valign="top">2.44</td>
<td align="center" valign="top">1.86</td>
</tr>
<tr>
<td align="left" valign="top">12</td>
<td align="left" valign="top">Caryophyllene &#x003C;(E)-&#x003E;</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,424</td>
<td align="center" valign="top">1,420</td>
<td align="center" valign="top">1.34</td>
<td align="center" valign="top">1.32</td>
<td align="center" valign="top">1.86</td>
</tr>
<tr>
<td align="left" valign="top">13</td>
<td align="left" valign="top">Eudesma-4(15)0.7-dien-1beta-ol</td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">1,685</td>
<td align="center" valign="top">1,688</td>
<td align="center" valign="top">2.34</td>
<td align="center" valign="top">3.13</td>
<td align="center" valign="top">1.73</td>
</tr>
<tr>
<td align="left" valign="top">14</td>
<td align="left" valign="top">Caryophyllene oxide</td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">1,587</td>
<td align="center" valign="top">1,584</td>
<td align="center" valign="top">1.39</td>
<td align="center" valign="top">1.81</td>
<td align="center" valign="top">1.59</td>
</tr>
<tr>
<td align="left" valign="top">15</td>
<td align="left" valign="top">Salvial-4(14)-en-1-one isomer</td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">1,596</td>
<td align="center" valign="top">1,595</td>
<td align="center" valign="top">1.72</td>
<td align="center" valign="top">1.83</td>
<td align="center" valign="top">1.43</td>
</tr>
<tr>
<td align="left" valign="top">16</td>
<td align="left" valign="top">Cubenol &#x003C;1&#x2013;0.10-di-epi-&#x003E;</td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">1,614</td>
<td align="center" valign="top">1,614</td>
<td align="center" valign="top">1.72</td>
<td align="center" valign="top">1.90</td>
<td align="center" valign="top">1.39</td>
</tr>
<tr>
<td align="left" valign="top">17</td>
<td align="left" valign="top">Myrcene</td>
<td align="left" valign="top">HMT</td>
<td align="center" valign="top">991</td>
<td align="center" valign="top">991</td>
<td align="center" valign="top">2.86</td>
<td align="center" valign="top">1.12</td>
<td align="center" valign="top">1.30</td>
</tr>
<tr>
<td align="left" valign="top">18</td>
<td align="left" valign="top">Muurola-4.10(14)-dien-1-ol</td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">1,632</td>
<td align="center" valign="top">1,630</td>
<td align="center" valign="top">3.46</td>
<td align="center" valign="top">3.46</td>
<td align="center" valign="top">1.24</td>
</tr>
<tr>
<td align="left" valign="top">19</td>
<td align="left" valign="top">Pinene &#x003C;beta-&#x003E;</td>
<td align="left" valign="top">HMT</td>
<td align="center" valign="top">978</td>
<td align="center" valign="top">975</td>
<td align="center" valign="top">2.32</td>
<td align="center" valign="top">2.13</td>
<td align="center" valign="top">1.24</td>
</tr>
<tr>
<td align="left" valign="top">20</td>
<td align="left" valign="top">Costol &#x003C;alpha-&#x003E;</td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">1,770</td>
<td align="center" valign="top">1,767</td>
<td align="center" valign="top">1.42</td>
<td align="center" valign="top">1.42</td>
<td align="center" valign="top">1.01</td>
</tr>
<tr>
<td align="left" valign="top">21</td>
<td align="left" valign="top">Cadinene &#x003C;gamma-&#x003E;</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,512</td>
<td align="center" valign="top">1,515</td>
<td align="center" valign="top">2.35</td>
<td align="center" valign="top">2.08</td>
<td align="center" valign="top">0.94</td>
</tr>
<tr>
<td align="left" valign="top">22</td>
<td align="left" valign="top">Sabinene</td>
<td align="left" valign="top">HMT</td>
<td align="center" valign="top">972</td>
<td align="center" valign="top">972</td>
<td align="center" valign="top">1.84</td>
<td align="center" valign="top">1.51</td>
<td align="center" valign="top">0.91</td>
</tr>
<tr>
<td align="left" valign="top">23</td>
<td align="left" valign="top">Germacra-4(15)0.5.10(14)-trien-1-alpha-ol isomer I</td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">1,683</td>
<td align="center" valign="top">1,678</td>
<td align="center" valign="top">1.06</td>
<td align="center" valign="top">0.80</td>
<td align="center" valign="top">0.84</td>
</tr>
<tr>
<td align="left" valign="top">24</td>
<td align="left" valign="top">Muurolene &#x003C;gamma-&#x003E;</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,478</td>
<td align="center" valign="top">1,477</td>
<td align="center" valign="top">1.13</td>
<td align="center" valign="top">1.01</td>
<td align="center" valign="top">0.79</td>
</tr>
<tr>
<td align="left" valign="top">25</td>
<td align="left" valign="top">Unknown OS</td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">1,593</td>
<td align="center" valign="top">0.98</td>
<td align="center" valign="top">1.01</td>
<td align="center" valign="top">0.79</td>
</tr>
<tr>
<td align="left" valign="top">26</td>
<td align="left" valign="top">Humulene epoxide II</td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">1,613</td>
<td align="center" valign="top">1,610</td>
<td align="center" valign="top">1.01</td>
<td align="center" valign="top">1.17</td>
<td align="center" valign="top">0.75</td>
</tr>
<tr>
<td align="left" valign="top">27</td>
<td align="left" valign="top">Guaia-6.10(14)-dien-4-beta-ol<sup>a</sup></td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">1,619</td>
<td align="center" valign="top">1.11</td>
<td align="center" valign="top">0.90</td>
<td align="center" valign="top">0.73</td>
</tr>
<tr>
<td align="left" valign="top">28</td>
<td align="left" valign="top">Naphthalene derivative</td>
<td align="left" valign="top">O</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">1,839</td>
<td align="center" valign="top">1.41</td>
<td align="center" valign="top">0.95</td>
<td align="center" valign="top">0.64</td>
</tr>
<tr>
<td align="left" valign="top">29</td>
<td align="left" valign="top">Salviadienol</td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">1,545</td>
<td align="center" valign="top">1,550</td>
<td align="center" valign="top">0.80</td>
<td align="center" valign="top">1.04</td>
<td align="center" valign="top">0.60</td>
</tr>
<tr>
<td align="left" valign="top">30</td>
<td align="left" valign="top">Camphene</td>
<td align="left" valign="top">HMT</td>
<td align="center" valign="top">953</td>
<td align="center" valign="top">948</td>
<td align="center" valign="top">0.76</td>
<td align="center" valign="top">0.96</td>
<td align="center" valign="top">0.57</td>
</tr>
<tr>
<td align="left" valign="top">31</td>
<td align="left" valign="top">Cadin-4-en-10-ol</td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">1,659</td>
<td align="center" valign="top">1,657</td>
<td align="center" valign="top">0.78</td>
<td align="center" valign="top">1.03</td>
<td align="center" valign="top">0.56</td>
</tr>
<tr>
<td align="left" valign="top">32</td>
<td align="left" valign="top">Calamenene &#x003C;cis-&#x003E;</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,521</td>
<td align="center" valign="top">1,523</td>
<td align="center" valign="top" rowspan="2">0.64&#x002A;</td>
<td align="center" valign="top" rowspan="2">0.68&#x002A;</td>
<td align="center" valign="top" rowspan="2">0.55&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">33</td>
<td align="left" valign="top">Cadinene &#x003C;delta-&#x003E;</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,518</td>
<td align="center" valign="top">1,523</td>
</tr>
<tr>
<td align="left" valign="top">34</td>
<td align="left" valign="top">Elemene &#x003C;beta-&#x003E;</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,390</td>
<td align="center" valign="top">1,392</td>
<td align="center" valign="top">0.66</td>
<td align="center" valign="top">0.36</td>
<td align="center" valign="top">0.55</td>
</tr>
<tr>
<td align="left" valign="top">35</td>
<td align="left" valign="top">Valencene</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,492</td>
<td align="center" valign="top">1,495</td>
<td align="center" valign="top">0.43</td>
<td align="center" valign="top">0.40</td>
<td align="center" valign="top">0.51</td>
</tr>
<tr>
<td align="left" valign="top">36</td>
<td align="left" valign="top">Limonene</td>
<td align="left" valign="top">HMT</td>
<td align="center" valign="top">1,030</td>
<td align="center" valign="top">1,028</td>
<td align="center" valign="top">1.04</td>
<td align="center" valign="top">0.83</td>
<td align="center" valign="top">0.49</td>
</tr>
<tr>
<td align="left" valign="top">37</td>
<td align="left" valign="top">Opposita-4(15)-7(11)-dien-1-ol isomer<sup>a</sup></td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">1,648</td>
<td align="center" valign="top">0.77</td>
<td align="center" valign="top">0.77</td>
<td align="center" valign="top">0.48</td>
</tr>
<tr>
<td align="left" valign="top">38</td>
<td align="left" valign="top">Germacra-4(15)0.5.10(14)-trien-1-alpha-ol isomer II</td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">1,683</td>
<td align="center" valign="top">1,682</td>
<td align="center" valign="top">0.76</td>
<td align="center" valign="top">0.70</td>
<td align="center" valign="top">0.48</td>
</tr>
<tr>
<td align="left" valign="top">39</td>
<td align="left" valign="top">Eudesma-4(15)0.7-dien-1beta-ol isomer<sup>a</sup></td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">1,673</td>
<td align="center" valign="top">0.55</td>
<td align="center" valign="top">0.42</td>
<td align="center" valign="top">0.47</td>
</tr>
<tr>
<td align="left" valign="top">40</td>
<td align="left" valign="top">Palustrol</td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">1,568</td>
<td align="center" valign="top">1,569</td>
<td align="center" valign="top">0.19</td>
<td align="center" valign="top">0.32</td>
<td align="center" valign="top">0.46</td>
</tr>
<tr>
<td align="left" valign="top">41</td>
<td align="left" valign="top">Selinene &#x003C;beta-&#x003E;</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,492</td>
<td align="center" valign="top">1,487</td>
<td align="center" valign="top">0.52</td>
<td align="center" valign="top">0.56</td>
<td align="center" valign="top">0.42</td>
</tr>
<tr>
<td align="left" valign="top">42</td>
<td align="left" valign="top">Copaene &#x003C;beta-&#x003E;</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,433</td>
<td align="center" valign="top">1,430</td>
<td align="center" valign="top">0.44</td>
<td align="center" valign="top">0.38</td>
<td align="center" valign="top">0.42</td>
</tr>
<tr>
<td align="left" valign="top">43</td>
<td align="left" valign="top">Humulene &#x003C;alpha-&#x003E;</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,454</td>
<td align="center" valign="top">1,454</td>
<td align="center" valign="top">0.50</td>
<td align="center" valign="top">0.35</td>
<td align="center" valign="top">0.37</td>
</tr>
<tr>
<td align="left" valign="top">44</td>
<td align="left" valign="top">Indane derivative</td>
<td align="left" valign="top">O</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">2,103</td>
<td align="center" valign="top">0.22</td>
<td align="center" valign="top">0.35</td>
<td align="center" valign="top">0.36</td>
</tr>
<tr>
<td align="left" valign="top">45</td>
<td align="left" valign="top">Unknown OST C14H22O</td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">1,689</td>
<td align="center" valign="top">0.69</td>
<td align="center" valign="top">0.63</td>
<td align="center" valign="top">0.35</td>
</tr>
<tr>
<td align="left" valign="top">46</td>
<td align="left" valign="top">Cyclocolorenone &#x003C;epi-&#x003E;</td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">1,771</td>
<td align="center" valign="top">1,776</td>
<td align="center" valign="top">0.25</td>
<td align="center" valign="top">0.38</td>
<td align="center" valign="top">0.34</td>
</tr>
<tr>
<td align="left" valign="top">47</td>
<td align="left" valign="top">Unknown OS</td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">1,746</td>
<td align="center" valign="top">0.68</td>
<td align="center" valign="top">0.37</td>
<td align="center" valign="top">0.34</td>
</tr>
<tr>
<td align="left" valign="top">48</td>
<td align="left" valign="top">Cubenol &#x003C;10-epi-&#x003E;<sup>a</sup></td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">1,624</td>
<td align="center" valign="top">0.47</td>
<td align="center" valign="top">0.48</td>
<td align="center" valign="top">0.33</td>
</tr>
<tr>
<td align="left" valign="top">49</td>
<td align="left" valign="top">Verbenol &#x003C;trans-&#x003E;</td>
<td align="left" valign="top">OMT</td>
<td align="center" valign="top">1,145</td>
<td align="center" valign="top">1,145</td>
<td align="center" valign="top">0.48</td>
<td align="center" valign="top">0.66</td>
<td align="center" valign="top">0.31</td>
</tr>
<tr>
<td align="left" valign="top">50</td>
<td align="left" valign="top">Muurolene &#x003C;15-oxy-alpha-&#x003E;</td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">1,765</td>
<td align="center" valign="top">1,770</td>
<td align="center" valign="top">0.38</td>
<td align="center" valign="top">0.48</td>
<td align="center" valign="top">0.30</td>
</tr>
<tr>
<td align="left" valign="top">51</td>
<td align="left" valign="top">Salvial-4(14)-en-1-one isomer</td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">1,596</td>
<td align="center" valign="top">1,592</td>
<td align="center" valign="top">0.38</td>
<td align="center" valign="top">0.39</td>
<td align="center" valign="top">0.28</td>
</tr>
<tr>
<td align="left" valign="top">52</td>
<td align="left" valign="top">beta-Spathulene</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,457</td>
<td align="center" valign="top">1,452</td>
<td align="center" valign="top">0.05</td>
<td align="center" valign="top">0.11</td>
<td align="center" valign="top">0.27</td>
</tr>
<tr>
<td align="left" valign="top">53</td>
<td align="left" valign="top">Phytone</td>
<td align="left" valign="top">O</td>
<td align="center" valign="top">1,841</td>
<td align="center" valign="top">1,845</td>
<td align="center" valign="top">0.17</td>
<td align="center" valign="top">0.31</td>
<td align="center" valign="top">0.25</td>
</tr>
<tr>
<td align="left" valign="top">54</td>
<td align="left" valign="top">Opposita-4(15)-7(11)-dien-1-ol</td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">1,633</td>
<td align="center" valign="top">1,633</td>
<td align="center" valign="top">0.25</td>
<td align="center" valign="top">0.27</td>
<td align="center" valign="top">0.24</td>
</tr>
<tr>
<td align="left" valign="top">55</td>
<td align="left" valign="top">Cadinene &#x003C;alpha-&#x003E;</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,538</td>
<td align="center" valign="top">1,539</td>
<td align="center" valign="top">0.61</td>
<td align="center" valign="top">0.52</td>
<td align="center" valign="top">0.23</td>
</tr>
<tr>
<td align="left" valign="top">56</td>
<td align="left" valign="top">Muurolene &#x003C;alpha-&#x003E;</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,497</td>
<td align="center" valign="top">1,501</td>
<td align="center" valign="top">0.30</td>
<td align="center" valign="top">0.25</td>
<td align="center" valign="top">0.22</td>
</tr>
<tr>
<td align="left" valign="top">57</td>
<td align="left" valign="top">Guaiene &#x003C;alpha-&#x003E;</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,438</td>
<td align="center" valign="top">1,442</td>
<td align="center" valign="top">0.08</td>
<td align="center" valign="top">0.11</td>
<td align="center" valign="top">0.19</td>
</tr>
<tr>
<td align="left" valign="top">58</td>
<td align="left" valign="top">Unknown OST C16H28O</td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">1,801</td>
<td align="center" valign="top">0.24</td>
<td align="center" valign="top">0.21</td>
<td align="center" valign="top">0.17</td>
</tr>
<tr>
<td align="left" valign="top">59</td>
<td align="left" valign="top">Isogermacrene D</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,447</td>
<td align="center" valign="top">1,445</td>
<td align="center" valign="top">0.18</td>
<td align="center" valign="top">0.14</td>
<td align="center" valign="top">0.15</td>
</tr>
<tr>
<td align="left" valign="top">60</td>
<td align="left" valign="top">Cubebene &#x003C;6-epi-alpha-&#x003E;</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,418</td>
<td align="center" valign="top">1,414</td>
<td align="center" valign="top">0.07</td>
<td align="center" valign="top">0.07</td>
<td align="center" valign="top">0.15</td>
</tr>
<tr>
<td align="left" valign="top">61</td>
<td align="left" valign="top">Muurolol &#x003C;alpha-. epi-&#x003E;</td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">1,645</td>
<td align="center" valign="top">1,644</td>
<td align="center" valign="top">0.44</td>
<td align="center" valign="top">0.33</td>
<td align="center" valign="top">0.13</td>
</tr>
<tr>
<td align="left" valign="top">62</td>
<td align="left" valign="top">Bourbonene &#x003C;beta</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,382</td>
<td align="center" valign="top">1,385</td>
<td align="center" valign="top">0.16</td>
<td align="center" valign="top">0.12</td>
<td align="center" valign="top">0.13</td>
</tr>
<tr>
<td align="left" valign="top">63</td>
<td align="left" valign="top">7-epi-Eremophila-1(10)0.8.11-triene</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,508</td>
<td align="center" valign="top">1,505</td>
<td align="center" valign="top">0.06</td>
<td align="center" valign="top">0.07</td>
<td align="center" valign="top">0.13</td>
</tr>
<tr>
<td align="left" valign="top">64</td>
<td align="left" valign="top">Bergamotene &#x003C;alpha-. trans-&#x003E;</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,432</td>
<td align="center" valign="top">1,436</td>
<td align="center" valign="top">0.43</td>
<td align="center" valign="top">0.36</td>
<td align="center" valign="top">0.12</td>
</tr>
<tr>
<td align="left" valign="top">65</td>
<td align="left" valign="top">Terpinen-4-ol</td>
<td align="left" valign="top">OMT</td>
<td align="center" valign="top">1,184</td>
<td align="center" valign="top">1,179</td>
<td align="center" valign="top">0.14</td>
<td align="center" valign="top">0.18</td>
<td align="center" valign="top">0.12</td>
</tr>
<tr>
<td align="left" valign="top">66</td>
<td align="left" valign="top">Myrtenal</td>
<td align="left" valign="top">OMT</td>
<td align="center" valign="top">1,197</td>
<td align="center" valign="top">1,197</td>
<td align="center" valign="top">0.15</td>
<td align="center" valign="top">0.26</td>
<td align="center" valign="top">0.11</td>
</tr>
<tr>
<td align="left" valign="top">67</td>
<td align="left" valign="top">Thujene &#x003C;alpha-&#x003E;</td>
<td align="left" valign="top">HMT</td>
<td align="center" valign="top">926</td>
<td align="center" valign="top">927</td>
<td align="center" valign="top">0.16</td>
<td align="center" valign="top">0.20</td>
<td align="center" valign="top">0.11</td>
</tr>
<tr>
<td align="left" valign="top">68</td>
<td align="left" valign="top">Unkown OS</td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">1,906</td>
<td align="center" valign="top">0.26</td>
<td align="center" valign="top">0.12</td>
<td align="center" valign="top">0.11</td>
</tr>
<tr>
<td align="left" valign="top">69</td>
<td align="left" valign="top">Amorphene &#x003C;epsylon-&#x003E;</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,502</td>
<td align="center" valign="top">1,498</td>
<td align="center" valign="top">0.12</td>
<td align="center" valign="top">0.09</td>
<td align="center" valign="top">0.11</td>
</tr>
<tr>
<td align="left" valign="top">70</td>
<td align="left" valign="top">Campholenal &#x003C;alpha-&#x003E;</td>
<td align="left" valign="top">OMT</td>
<td align="center" valign="top">1,125</td>
<td align="center" valign="top">1,127</td>
<td align="center" valign="top">0.15</td>
<td align="center" valign="top">0.27</td>
<td align="center" valign="top">0.10</td>
</tr>
<tr>
<td align="left" valign="top">71</td>
<td align="left" valign="top">Cubebene &#x003C;beta-&#x003E;</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,392</td>
<td align="center" valign="top">1,390</td>
<td align="center" valign="top">0.21</td>
<td align="center" valign="top">0.16</td>
<td align="center" valign="top">0.10</td>
</tr>
<tr>
<td align="left" valign="top">72</td>
<td align="left" valign="top">Calamenen-10-one &#x003C;10-nor-&#x003E;</td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">1,701</td>
<td align="center" valign="top">1,705</td>
<td align="center" valign="top">0.04</td>
<td align="center" valign="top">0.15</td>
<td align="center" valign="top">0.10</td>
</tr>
<tr>
<td align="left" valign="top">73</td>
<td align="left" valign="top">Calacorene &#x003C;alpha-&#x003E;</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,544</td>
<td align="center" valign="top">1,544</td>
<td align="center" valign="top">0.10</td>
<td align="center" valign="top">0.12</td>
<td align="center" valign="top">0.10</td>
</tr>
<tr>
<td align="left" valign="top">74</td>
<td align="left" valign="top">Alloaromadendrene</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,458</td>
<td align="center" valign="top">1,461</td>
<td align="center" valign="top">0.01</td>
<td align="center" valign="top">0.04</td>
<td align="center" valign="top">0.10</td>
</tr>
<tr>
<td align="left" valign="top">75</td>
<td align="left" valign="top">Pinocarveol &#x003C;trans-&#x003E;</td>
<td align="left" valign="top">OMT</td>
<td align="center" valign="top">1,141</td>
<td align="center" valign="top">1,138</td>
<td align="center" valign="top">0.12</td>
<td align="center" valign="top">0.24</td>
<td align="center" valign="top">0.09</td>
</tr>
<tr>
<td align="left" valign="top">76</td>
<td align="left" valign="top">Muurola-4(14)0.5-diene &#x003C;cis-&#x003E;</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,466</td>
<td align="center" valign="top">1,463</td>
<td align="center" valign="top">0.22</td>
<td align="center" valign="top">0.23</td>
<td align="center" valign="top">0.09</td>
</tr>
<tr>
<td align="left" valign="top">77</td>
<td align="left" valign="top">Verbenone</td>
<td align="left" valign="top">OMT</td>
<td align="center" valign="top">1,208</td>
<td align="center" valign="top">1,210</td>
<td align="center" valign="top">0.15</td>
<td align="center" valign="top">0.21</td>
<td align="center" valign="top">0.09</td>
</tr>
<tr>
<td align="left" valign="top">78</td>
<td align="left" valign="top">Copaene &#x003C;alpha-&#x003E;</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,375</td>
<td align="center" valign="top">1,376</td>
<td align="center" valign="top">0.13</td>
<td align="center" valign="top">0.12</td>
<td align="center" valign="top">0.09</td>
</tr>
<tr>
<td align="left" valign="top">79</td>
<td align="left" valign="top">Nonene &#x003C;n-&#x003E;</td>
<td align="left" valign="top">O</td>
<td align="center" valign="top">890</td>
<td align="center" valign="top">890</td>
<td align="center" valign="top">0.12</td>
<td align="center" valign="top">0.15</td>
<td align="center" valign="top">0.08</td>
</tr>
<tr>
<td align="left" valign="top">80</td>
<td align="left" valign="top">Cadinol &#x003C;&#x03C4;-&#x003E;</td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">1,641</td>
<td align="center" valign="top">1,642</td>
<td align="center" valign="top">0.16</td>
<td align="center" valign="top">0.13</td>
<td align="center" valign="top">0.08</td>
</tr>
<tr>
<td align="left" valign="top">81</td>
<td align="left" valign="top">Bourbon-11-ene</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,424</td>
<td align="center" valign="top">1,423</td>
<td align="center" valign="top">0.05</td>
<td align="center" valign="top">0.06</td>
<td align="center" valign="top">0.08</td>
</tr>
<tr>
<td align="left" valign="top">82</td>
<td align="left" valign="top">Cubebene &#x003C;alpha-&#x003E;</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,355</td>
<td align="center" valign="top">1,350</td>
<td align="center" valign="top">0.10</td>
<td align="center" valign="top">0.11</td>
<td align="center" valign="top">0.07</td>
</tr>
<tr>
<td align="left" valign="top">83</td>
<td align="left" valign="top">Furan &#x003C;2-butyl-&#x003E;</td>
<td align="left" valign="top">O</td>
<td align="center" valign="top">890</td>
<td align="center" valign="top">885</td>
<td align="center" valign="top">0.17</td>
<td align="center" valign="top">0.10</td>
<td align="center" valign="top">0.06</td>
</tr>
<tr>
<td align="left" valign="top">84</td>
<td align="left" valign="top">Elemene &#x003C;delta-&#x003E;</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,335</td>
<td align="center" valign="top">1,336</td>
<td align="center" valign="top">0.11</td>
<td align="center" valign="top">0.10</td>
<td align="center" valign="top">0.06</td>
</tr>
<tr>
<td align="left" valign="top">85</td>
<td align="left" valign="top">Ylangene &#x003C;alpha-&#x003E;</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,371</td>
<td align="center" valign="top">1,371</td>
<td align="center" valign="top">0.10</td>
<td align="center" valign="top">0.10</td>
<td align="center" valign="top">0.06</td>
</tr>
<tr>
<td align="left" valign="top">86</td>
<td align="left" valign="top">Calacorene &#x003C;beta-&#x003E;</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,564</td>
<td align="center" valign="top">1,564</td>
<td align="center" valign="top">0.07</td>
<td align="center" valign="top">0.08</td>
<td align="center" valign="top">0.06</td>
</tr>
<tr>
<td align="left" valign="top">87</td>
<td align="left" valign="top">Linoleic acid</td>
<td align="left" valign="top">O</td>
<td align="center" valign="top">2,144</td>
<td align="center" valign="top">2,144</td>
<td align="center" valign="top">0.04</td>
<td align="center" valign="top">0.05</td>
<td align="center" valign="top">0.06</td>
</tr>
<tr>
<td align="left" valign="top">88</td>
<td align="left" valign="top">Torilenol</td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">1,599</td>
<td align="center" valign="top">1,599</td>
<td align="center" valign="top">0.15</td>
<td align="center" valign="top">0.14</td>
<td align="center" valign="top">0.05</td>
</tr>
<tr>
<td align="left" valign="top">89</td>
<td align="left" valign="top">Elemene &#x003C;gamma-&#x003E;</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,432</td>
<td align="center" valign="top">1,434</td>
<td align="center" valign="top">0.17</td>
<td align="center" valign="top">0.12</td>
<td align="center" valign="top">0.05</td>
</tr>
<tr>
<td align="left" valign="top">90</td>
<td align="left" valign="top">Thuja-2.4(10)-diene</td>
<td align="left" valign="top">HMT</td>
<td align="center" valign="top">953</td>
<td align="center" valign="top">952</td>
<td align="center" valign="top">0.10</td>
<td align="center" valign="top">0.12</td>
<td align="center" valign="top">0.05</td>
</tr>
<tr>
<td align="left" valign="top">91</td>
<td align="left" valign="top">Kaurene</td>
<td align="left" valign="top">HDT</td>
<td align="center" valign="top">2,045</td>
<td align="center" valign="top">2,040</td>
<td align="center" valign="top">0.10</td>
<td align="center" valign="top">0.10</td>
<td align="center" valign="top">0.05</td>
</tr>
<tr>
<td align="left" valign="top">92</td>
<td align="left" valign="top">Cymen-8-ol&#x202F;&#x003C;para-&#x003E;</td>
<td align="left" valign="top">OMT</td>
<td align="center" valign="top">1,189</td>
<td align="center" valign="top">1,187</td>
<td align="center" valign="top">0.05</td>
<td align="center" valign="top">0.10</td>
<td align="center" valign="top">0.05</td>
</tr>
<tr>
<td align="left" valign="top">93</td>
<td align="left" valign="top">Manoyl oxide &#x003C;13-epi-&#x003E;</td>
<td align="left" valign="top">ODT</td>
<td align="center" valign="top">2,017</td>
<td align="center" valign="top">2,015</td>
<td align="center" valign="top">0.04</td>
<td align="center" valign="top">0.05</td>
<td align="center" valign="top">0.05</td>
</tr>
<tr>
<td align="left" valign="top">94</td>
<td align="left" valign="top">Verbenol &#x003C;cis-&#x003E;</td>
<td align="left" valign="top">OMT</td>
<td align="center" valign="top">1,141</td>
<td align="center" valign="top">1,141</td>
<td align="center" valign="top">0.08</td>
<td align="center" valign="top">0.09</td>
<td align="center" valign="top">0.04</td>
</tr>
<tr>
<td align="left" valign="top">95</td>
<td align="left" valign="top">Viridiflorol</td>
<td align="left" valign="top">OST</td>
<td align="center" valign="top">1,594</td>
<td align="center" valign="top">1,594</td>
<td align="center" valign="top">0.02</td>
<td align="center" valign="top">0.00</td>
<td align="center" valign="top">0.04</td>
</tr>
<tr>
<td align="left" valign="top">96</td>
<td align="left" valign="top">Perillene</td>
<td align="left" valign="top">OMT</td>
<td align="center" valign="top">1,098</td>
<td align="center" valign="top">1,102</td>
<td align="center" valign="top">0.09</td>
<td align="center" valign="top">0.07</td>
<td align="center" valign="top">0.03</td>
</tr>
<tr>
<td align="left" valign="top">97</td>
<td align="left" valign="top">Sabina ketone &#x003C;dehydro-&#x003E;</td>
<td align="left" valign="top">OMT</td>
<td align="center" valign="top">1,122</td>
<td align="center" valign="top">1,121</td>
<td align="center" valign="top">0.05</td>
<td align="center" valign="top">0.06</td>
<td align="center" valign="top">0.03</td>
</tr>
<tr>
<td align="left" valign="top">98</td>
<td align="left" valign="top">Linalool</td>
<td align="left" valign="top">OMT</td>
<td align="center" valign="top">1,101</td>
<td align="center" valign="top">1,101</td>
<td align="center" valign="top">0.03</td>
<td align="center" valign="top">0.06</td>
<td align="center" valign="top">0.03</td>
</tr>
<tr>
<td align="left" valign="top">99</td>
<td align="left" valign="top">Menthatriene &#x003C;1.3.8-para-&#x003E;</td>
<td align="left" valign="top">HMT</td>
<td align="center" valign="top">1,106</td>
<td align="center" valign="top">1,106</td>
<td align="center" valign="top">0.09</td>
<td align="center" valign="top">0.05</td>
<td align="center" valign="top">0.03</td>
</tr>
<tr>
<td align="left" valign="top">100</td>
<td align="left" valign="top">Borneol</td>
<td align="left" valign="top">OMT</td>
<td align="center" valign="top">1,165</td>
<td align="center" valign="top">1,166</td>
<td align="center" valign="top">0.04</td>
<td align="center" valign="top">0.05</td>
<td align="center" valign="top">0.03</td>
</tr>
<tr>
<td align="left" valign="top">101</td>
<td align="left" valign="top">Pinene &#x003C;alpha-&#x003E;&#x202F;epoxide (Isomer 1)</td>
<td align="left" valign="top">OMT</td>
<td align="center" valign="top">1,096</td>
<td align="center" valign="top">1,091</td>
<td align="center" valign="top">0.05</td>
<td align="center" valign="top">0.07</td>
<td align="center" valign="top">0.02</td>
</tr>
<tr>
<td align="left" valign="top">102</td>
<td align="left" valign="top">Terpineol &#x003C;alpha-&#x003E;</td>
<td align="left" valign="top">OMT</td>
<td align="center" valign="top">1,195</td>
<td align="center" valign="top">1,192</td>
<td align="center" valign="top">0.05</td>
<td align="center" valign="top">0.07</td>
<td align="center" valign="top">0.02</td>
</tr>
<tr>
<td align="left" valign="top">103</td>
<td align="left" valign="top">Tricyclene</td>
<td align="left" valign="top">HMT</td>
<td align="center" valign="top">923</td>
<td align="center" valign="top">921</td>
<td align="center" valign="top">0.04</td>
<td align="center" valign="top">0.04</td>
<td align="center" valign="top">0.02</td>
</tr>
<tr>
<td align="left" valign="top">104</td>
<td align="left" valign="top">Thujone &#x003C;beta-&#x003E;</td>
<td align="left" valign="top">OMT</td>
<td align="center" valign="top">1,118</td>
<td align="center" valign="top">1,117</td>
<td align="center" valign="top">0.04</td>
<td align="center" valign="top">0.03</td>
<td align="center" valign="top">0.02</td>
</tr>
<tr>
<td align="left" valign="top">105</td>
<td align="left" valign="top">Isoledene</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,372</td>
<td align="center" valign="top">1,377</td>
<td align="center" valign="top">0.01</td>
<td align="center" valign="top">0.01</td>
<td align="center" valign="top">0.02</td>
</tr>
<tr>
<td align="left" valign="top">106</td>
<td align="left" valign="top">Cyclosativene</td>
<td align="left" valign="top">HST</td>
<td align="center" valign="top">1,367</td>
<td align="center" valign="top">1,367</td>
<td align="center" valign="top">0.04</td>
<td align="center" valign="top">0.04</td>
<td align="center" valign="top">0.01</td>
</tr>
<tr>
<td align="left" valign="top">107</td>
<td align="left" valign="top">Pinene &#x003C;alpha-&#x003E;&#x202F;epoxide (Isomer 2)</td>
<td align="left" valign="top">OMT</td>
<td align="center" valign="top">1,101</td>
<td align="center" valign="top">1,098</td>
<td align="center" valign="top">0.03</td>
<td align="center" valign="top">0.03</td>
<td align="center" valign="top">0.01</td>
</tr>
<tr>
<td align="left" valign="top">108</td>
<td align="left" valign="top">Camphenone &#x003C;6-&#x003E;</td>
<td align="left" valign="top">OMT</td>
<td align="center" valign="top">1,099</td>
<td align="center" valign="top">1,096</td>
<td align="center" valign="top">0.02</td>
<td align="center" valign="top">0.03</td>
<td align="center" valign="top">0.01</td>
</tr>
<tr>
<td align="left" valign="top">109</td>
<td align="left" valign="top">Carveol &#x003C;trans-&#x003E;</td>
<td align="left" valign="top">OMT</td>
<td align="center" valign="top">1,223</td>
<td align="center" valign="top">1,221</td>
<td align="center" valign="top">0.02</td>
<td align="center" valign="top">0.03</td>
<td align="center" valign="top">0.01</td>
</tr>
<tr>
<td align="left" valign="top">110</td>
<td align="left" valign="top">Phellandrene &#x003C;alpha-&#x003E;</td>
<td align="left" valign="top">HMT</td>
<td align="center" valign="top">1,007</td>
<td align="center" valign="top">1,005</td>
<td align="center" valign="top">0.02</td>
<td align="center" valign="top">0.02</td>
<td align="center" valign="top">0.01</td>
</tr>
<tr>
<td/>
<td align="left" valign="top" colspan="4">Total</td>
<td align="center" valign="top">99.93</td>
<td align="center" valign="top">99.95</td>
<td align="center" valign="top">99.99</td>
</tr>
<tr>
<td/>
<td align="left" valign="top" colspan="4">Hydrocarbon monoterpenes (HMT)</td>
<td align="center" valign="top">26.02</td>
<td align="center" valign="top">21.39</td>
<td align="center" valign="top">12.97</td>
</tr>
<tr>
<td/>
<td align="left" valign="top" colspan="4">Oxygenated monoterpenes (OMT)</td>
<td align="center" valign="top">7.54</td>
<td align="center" valign="top">8.57</td>
<td align="center" valign="top">5.43</td>
</tr>
<tr>
<td/>
<td align="left" valign="top" colspan="4">Hydrocarbon sesquiterpenes (HST)</td>
<td align="center" valign="top">19.43</td>
<td align="center" valign="top">18.21</td>
<td align="center" valign="top">21.87</td>
</tr>
<tr>
<td/>
<td align="left" valign="top" colspan="4">Oxygenated sesquiterpenes (OST)</td>
<td align="center" valign="top">44.67</td>
<td align="center" valign="top">49.72</td>
<td align="center" valign="top">58.17</td>
</tr>
<tr>
<td/>
<td align="left" valign="top" colspan="4">Hydrocarbon diterpenes (HDT)</td>
<td align="center" valign="top">0.10</td>
<td align="center" valign="top">0.10</td>
<td align="center" valign="top">0.05</td>
</tr>
<tr>
<td/>
<td align="left" valign="top" colspan="4">Oxygenated diterpenes (ODT)</td>
<td align="center" valign="top">0.04</td>
<td align="center" valign="top">0.05</td>
<td align="center" valign="top">0.05</td>
</tr>
<tr>
<td/>
<td align="left" valign="top" colspan="4">Others (O)</td>
<td align="center" valign="top">2.13</td>
<td align="center" valign="top">1.91</td>
<td align="center" valign="top">1.45</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>SEO1, H&#x00E9;v&#x00ED;z; SEO2, Homokm&#x00E9;gy; SEO3, Vejti.</p>
<p>HMT, hydrocarbon monoterpenes; OMT, oxygenated monoterpenes; HST, hydrocarbon sesquiterpenes; OST, oxygenated sesquiterpenes; HDT, hydrocarbon diterpenes; ODT, oxygenated diterpenes; O, others.</p>
<p><sup>&#x002A;</sup>Co-eluted compounds, <sup>a</sup>Tentative identification based on <xref ref-type="bibr" rid="ref36">Kalemba et al. (2001)</xref>.</p>
<p>Bold text indicates the major constituents (main components) of the essential oil samples.</p>
</table-wrap-foot>
</table-wrap>
<p>Although the same components were identified in EOs from all three samples, their relative quantities differed considerably. Specifically, the cyclocolorenone content in SEO3 was nearly threefold higher, and the <italic>&#x03B1;</italic>-gurjunene content approximately twofold higher, than those detected in SEO1. In contrast, &#x03B1;-pinene was most abundant in the SEO1 sample. Other prominent constituents included spathulenol, bornyl acetate, germacrene D, and p-cymene.</p>
</sec>
<sec id="sec18">
<label>3.4</label>
<title>Microbiological results</title>
<sec id="sec19">
<label>3.4.1</label>
<title>Minimum inhibitory concentration</title>
<p>Based on the determination of MIC, SEOs exhibited antibacterial activity against all tested pathogens. <italic>E. coli</italic> was the most sensitive to the treatment by SEOs, as indicated by the lowest MIC values, while <italic>P. aeruginosa</italic> showed the highest resistance. The SEO3 demonstrated the strongest antibacterial activity across all bacterial strains. Nevertheless, the antibiotics used as positive controls were more effective than the SEOs against each tested strain (<xref ref-type="table" rid="tab5">Table 5</xref>).</p>
<table-wrap position="float" id="tab5">
<label>Table 5</label>
<caption>
<p>The minimum inhibitory concentrations (mg/mL) of <italic>Solidago gigantea</italic> essential oils and antibiotics.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Treatment</th>
<th align="center" valign="top">
<italic>E. coli</italic>
</th>
<th align="center" valign="top">MRSA</th>
<th align="center" valign="top">
<italic>P. aeruginosa</italic>
</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="bottom">SEO1</td>
<td align="center" valign="bottom">0.312</td>
<td align="center" valign="bottom">1.250</td>
<td align="center" valign="bottom">2.500</td>
</tr>
<tr>
<td align="left" valign="bottom">SEO2</td>
<td align="center" valign="bottom">0.625</td>
<td align="center" valign="bottom">1.250</td>
<td align="center" valign="bottom">2.500</td>
</tr>
<tr>
<td align="left" valign="bottom">SEO3</td>
<td align="center" valign="bottom">0.312</td>
<td align="center" valign="bottom">0.625</td>
<td align="center" valign="bottom">1.250</td>
</tr>
<tr>
<td align="left" valign="bottom">Antibiotics</td>
<td align="center" valign="bottom">0.004</td>
<td align="center" valign="bottom">0.013</td>
<td align="center" valign="bottom">0.006</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>SEO1, H&#x00E9;v&#x00ED;z; SEO2, Homokm&#x00E9;gy; SEO3, Vejti. Antibiotics: <italic>E. coli</italic>: ceftriaxone, MRSA and <italic>P. aeruginosa</italic>: gentamicin.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec20">
<label>3.4.2</label>
<title>Biofilm inhibition</title>
<p>The CV assay demonstrated that SEOs were effective in inhibiting biofilm formation in all tested bacterial strains. <italic>E. coli</italic> was the most susceptible, showing biofilm inhibition rates of 81.32, 80.77, and 95.70% for SEO1, SEO2, and SEO3, respectively. Similar levels of inhibition were observed for MRSA, with values of 75.61, 75.57, and 91.16%, respectively. <italic>P. aeruginosa</italic> was the most resistant strain, exhibiting biofilm reduction rates of 73.77, 72.95, and 87.35% for the respective samples. Statistical analysis confirmed that SEO3 exhibited the highest antibiofilm activity, with no significant difference detected between SEO1 and SEO2 (<xref ref-type="fig" rid="fig2">Figure 2</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Inhibitory rate of essential oils derived from <italic>Solidago gigantea</italic> inflorescences. SEO1, H&#x00E9;v&#x00ED;z; SEO2, Homokm&#x00E9;gy; SEO3, Vejti.</p>
</caption>
<graphic xlink:href="fmicb-17-1740133-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Boxplot showing inhibitory ratios (%) of three bacteria: Escherichia coli, MRSA, and Pseudomonas aeruginosa, across three samples (SEO1, SEO2, SEO3). Each panel displays the variation and outliers. Escherichia coli shows higher inhibition in SEO3; MRSA similarly peaks in SEO3, and Pseudomonas aeruginosa also shows increased inhibition in SEO3.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec21">
<label>3.4.3</label>
<title>Membrane degradation</title>
<p>Membrane degradation assays revealed that MIC/4 and MIC/2 concentrations did not result in measurable membrane degradation after 60&#x202F;min. In contrast, treatment at the MIC concentration demonstrated considerable and statistically significant efficacy, with all three SEOs causing membrane damage across all tested bacterial strains (<italic>E. coli</italic>: <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001, MRSA: <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001, <italic>P. aeruginosa</italic>: <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001). The SEO3 exhibited the highest activity against <italic>E. coli</italic>, with a membrane degradation rate of 84.07% at MIC. A concentration-dependent increase in membrane disruption was observed, with <italic>E. coli</italic> consistently emerging as the most sensitive strain and SEO3 as the most effective sample. At MIC&#x00D7;2 concentration, SEO3 induced 91.3% membrane damage in <italic>E. coli</italic>, and notably, membrane damage exceeding 80% was also recorded for <italic>P. aeruginosa</italic>, the most resistant strain (<xref ref-type="table" rid="tab6">Table 6</xref>).</p>
<table-wrap position="float" id="tab6">
<label>Table 6</label>
<caption>
<p>Membrane degradation rate and <italic>Solidago gigantea</italic> essential oils concentration dependence (%), time: 60&#x202F;min, <italic>n</italic>&#x202F;=&#x202F;8.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Concentration</th>
<th align="left" valign="top">SEO samples</th>
<th align="center" valign="top">
<italic>E. coli</italic>
</th>
<th align="center" valign="top">MRSA</th>
<th align="center" valign="top">
<italic>P. aeruginosa</italic>
</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="3">MIC/2</td>
<td align="left" valign="top">SEO1</td>
<td align="center" valign="bottom">0.00 <sup>a</sup></td>
<td align="center" valign="bottom">0.00 <sup>a</sup></td>
<td align="center" valign="bottom">0.00 <sup>a</sup></td>
</tr>
<tr>
<td align="left" valign="top">SEO2</td>
<td align="center" valign="bottom">0.00 <sup>a</sup></td>
<td align="center" valign="bottom">0.00 <sup>a</sup></td>
<td align="center" valign="bottom">0.00 <sup>a</sup></td>
</tr>
<tr>
<td align="left" valign="top">SEO3</td>
<td align="center" valign="bottom">0.00 <sup>a</sup></td>
<td align="center" valign="bottom">0.00 <sup>a</sup></td>
<td align="center" valign="bottom">0.00 <sup>a</sup></td>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">MIC</td>
<td align="left" valign="top">SEO1</td>
<td align="center" valign="bottom">75.01&#x202F;&#x00B1;&#x202F;2.8<sup>b</sup></td>
<td align="center" valign="bottom">70.11&#x202F;&#x00B1;&#x202F;4.3<sup>b</sup></td>
<td align="center" valign="bottom">64.97&#x202F;&#x00B1;&#x202F;3.6<sup>b</sup></td>
</tr>
<tr>
<td align="left" valign="top">SEO2</td>
<td align="center" valign="bottom">67.61&#x202F;&#x00B1;&#x202F;3.3<sup>c</sup></td>
<td align="center" valign="bottom">62.47&#x202F;&#x00B1;&#x202F;3.2<sup>c</sup></td>
<td align="center" valign="bottom">55.25&#x202F;&#x00B1;&#x202F;3.6<sup>c</sup></td>
</tr>
<tr>
<td align="left" valign="top">SEO3</td>
<td align="center" valign="bottom">84.07&#x202F;&#x00B1;&#x202F;3.7<sup>d</sup></td>
<td align="center" valign="bottom">81.80&#x202F;&#x00B1;&#x202F;1.2<sup>d</sup></td>
<td align="center" valign="bottom">75.47&#x202F;&#x00B1;&#x202F;3.7<sup>d</sup></td>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">MIC&#x00D7;2</td>
<td align="left" valign="top">SEO1</td>
<td align="center" valign="bottom">82.02&#x202F;&#x00B1;&#x202F;4.5<sup>d</sup></td>
<td align="center" valign="bottom">78.37&#x202F;&#x00B1;&#x202F;3.8<sup>d</sup></td>
<td align="center" valign="bottom">73.85&#x202F;&#x00B1;&#x202F;3.0<sup>d</sup></td>
</tr>
<tr>
<td align="left" valign="top">SEO2</td>
<td align="center" valign="bottom">74.16&#x202F;&#x00B1;&#x202F;2.5<sup>b</sup></td>
<td align="center" valign="bottom">68.43&#x202F;&#x00B1;&#x202F;3.2<sup>b</sup></td>
<td align="center" valign="bottom">64.41&#x202F;&#x00B1;&#x202F;4.1<sup>b</sup></td>
</tr>
<tr>
<td align="left" valign="top">SEO3</td>
<td align="center" valign="bottom">91.37&#x202F;&#x00B1;&#x202F;15<sup>e</sup></td>
<td align="center" valign="bottom">87.53&#x202F;&#x00B1;&#x202F;2.2<sup>e</sup></td>
<td align="center" valign="bottom">84.30&#x202F;&#x00B1;&#x202F;2.9<sup>e</sup></td>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">MIC&#x00D7;4</td>
<td align="left" valign="top">SEO1</td>
<td align="center" valign="bottom">100.00<sup>f</sup></td>
<td align="center" valign="bottom">100.00<sup>f</sup></td>
<td align="center" valign="bottom">100.00<sup>f</sup></td>
</tr>
<tr>
<td align="left" valign="top">SEO2</td>
<td align="center" valign="bottom">100.00<sup>f</sup></td>
<td align="center" valign="bottom">100.00<sup>f</sup></td>
<td align="center" valign="bottom">100.00<sup>f</sup></td>
</tr>
<tr>
<td align="left" valign="top">SEO3</td>
<td align="center" valign="bottom">100.00<sup>f</sup></td>
<td align="center" valign="bottom">100.00<sup>f</sup></td>
<td align="center" valign="bottom">100.00<sup>f</sup></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>SEO1, H&#x00E9;v&#x00ED;z; SEO2, Homokm&#x00E9;gy; SEO3, Vejti.</p>
<p>Lowercase letters indicate significant differences.</p>
</table-wrap-foot>
</table-wrap>
<p>Time-dependent experiments conducted at MIC&#x00D7;2 concentration showed that membrane damage was detectable as early as 10&#x202F;min post-treatment in all bacterial strains. In most cases, damage ranged between 20&#x2013;30% at this early time point, whereas <italic>E. coli</italic> and MRSA exhibited more pronounced effects, with membrane damage exceeding 40% following treatment with SEO3 (<xref ref-type="table" rid="tab7">Table 7</xref>).</p>
<table-wrap position="float" id="tab7">
<label>Table 7</label>
<caption>
<p>Interrelationship between membrane degradation and time dependence (%), concentration: MIC&#x00D7;2, <italic>n</italic>&#x202F;=&#x202F;8.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Time (min)</th>
<th align="left" valign="top">SEO samples</th>
<th align="center" valign="top">
<italic>E. coli</italic>
</th>
<th align="center" valign="top">MRSA</th>
<th align="center" valign="top">
<italic>P. aeruginosa</italic>
</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="3">10</td>
<td align="left" valign="top">SEO1</td>
<td align="center" valign="middle">34.32&#x202F;&#x00B1;&#x202F;2.6<sup>a</sup></td>
<td align="center" valign="middle">30.61&#x202F;&#x00B1;&#x202F;1.7<sup>a</sup></td>
<td align="center" valign="middle">29.22&#x202F;&#x00B1;&#x202F;2.4<sup>a</sup></td>
</tr>
<tr>
<td align="left" valign="top">SEO2</td>
<td align="center" valign="middle">29.08&#x202F;&#x00B1;&#x202F;3.2<sup>a</sup></td>
<td align="center" valign="middle">26.20&#x202F;&#x00B1;&#x202F;3.5<sup>a</sup></td>
<td align="center" valign="middle">24.47&#x202F;&#x00B1;&#x202F;3.8<sup>a</sup></td>
</tr>
<tr>
<td align="left" valign="top">SEO3</td>
<td align="center" valign="middle">45.92&#x202F;&#x00B1;&#x202F;0.8<sup>b</sup></td>
<td align="center" valign="middle">41.08&#x202F;&#x00B1;&#x202F;3.6<sup>bc</sup></td>
<td align="center" valign="middle">35.25&#x202F;&#x00B1;&#x202F;2.2<sup>b</sup></td>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">20</td>
<td align="left" valign="top">SEO1</td>
<td align="center" valign="middle">64.77&#x202F;&#x00B1;&#x202F;6.9<sup>c</sup></td>
<td align="center" valign="middle">45.31&#x202F;&#x00B1;&#x202F;3.0<sup>b</sup></td>
<td align="center" valign="middle">40.27&#x202F;&#x00B1;&#x202F;2.4<sup>b</sup></td>
</tr>
<tr>
<td align="left" valign="top">SEO2</td>
<td align="center" valign="middle">44.80&#x202F;&#x00B1;&#x202F;3.1<sup>b</sup></td>
<td align="center" valign="middle">39.71&#x202F;&#x00B1;&#x202F;2.8<sup>c</sup></td>
<td align="center" valign="middle">35.08&#x202F;&#x00B1;&#x202F;2.9<sup>b</sup></td>
</tr>
<tr>
<td align="left" valign="top">SEO3</td>
<td align="center" valign="middle">74.57&#x202F;&#x00B1;&#x202F;4.4<sup>d</sup></td>
<td align="center" valign="middle">55.33&#x202F;&#x00B1;&#x202F;2.0<sup>d</sup></td>
<td align="center" valign="middle">55.05&#x202F;&#x00B1;&#x202F;2.1<sup>c</sup></td>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">60</td>
<td align="left" valign="top">SEO1</td>
<td align="center" valign="middle">82.02&#x202F;&#x00B1;&#x202F;4.5<sup>e</sup></td>
<td align="center" valign="middle">78.37&#x202F;&#x00B1;&#x202F;3.8<sup>e</sup></td>
<td align="center" valign="middle">73.85&#x202F;&#x00B1;&#x202F;3.0<sup>d</sup></td>
</tr>
<tr>
<td align="left" valign="top">SEO2</td>
<td align="center" valign="middle">74.16&#x202F;&#x00B1;&#x202F;2.5<sup>d</sup></td>
<td align="center" valign="middle">68.43&#x202F;&#x00B1;&#x202F;3.2<sup>f</sup></td>
<td align="center" valign="middle">65.41&#x202F;&#x00B1;&#x202F;4.1<sup>e</sup></td>
</tr>
<tr>
<td align="left" valign="top">SEO3</td>
<td align="center" valign="middle">91.37&#x202F;&#x00B1;&#x202F;1.5<sup>f</sup></td>
<td align="center" valign="middle">87.53&#x202F;&#x00B1;&#x202F;2.2<sup>g</sup></td>
<td align="center" valign="middle">84.30&#x202F;&#x00B1;&#x202F;2.9<sup>f</sup></td>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">90</td>
<td align="left" valign="top">SEO1</td>
<td align="center" valign="middle">97.21&#x202F;&#x00B1;&#x202F;2.4<sup>g</sup></td>
<td align="center" valign="middle">95.21&#x202F;&#x00B1;&#x202F;2.4<sup>h</sup></td>
<td align="center" valign="middle">92.86&#x202F;&#x00B1;&#x202F;3.7<sup>g</sup></td>
</tr>
<tr>
<td align="left" valign="top">SEO2</td>
<td align="center" valign="middle">97.45&#x202F;&#x00B1;&#x202F;1.9<sup>g</sup></td>
<td align="center" valign="middle">93.42&#x202F;&#x00B1;&#x202F;6.1<sup>h</sup></td>
<td align="center" valign="middle">87.15&#x202F;&#x00B1;&#x202F;5.6<sup>f</sup></td>
</tr>
<tr>
<td align="left" valign="top">SEO3</td>
<td align="center" valign="middle">99.78&#x202F;&#x00B1;&#x202F;0.4<sup>g</sup></td>
<td align="center" valign="middle">98.00&#x202F;&#x00B1;&#x202F;1.1<sup>h</sup></td>
<td align="center" valign="middle">95.72&#x202F;&#x00B1;&#x202F;1.6<sup>g</sup></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>SEO1, H&#x00E9;v&#x00ED;z; SEO2, Homokm&#x00E9;gy; SEO3, Vejti.</p>
<p>Lowercase letters indicate significant differences.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec22">
<label>3.4.4</label>
<title>Synergistic effect</title>
<p>To evaluate the potential application of SEO in preventive and/or adjunctive therapy, a checkerboard titration assay was performed. The combination tests were performed with SEO3, which demonstrated the highest efficacy in previous microbiological assays. Based on the fractional inhibitory concentration index (FICI) values calculated from the combination MIC values, a synergistic interaction was observed between gentamicin and SEO3 against <italic>P. aeruginosa</italic>. A similar synergistic effect was detected between ceftriaxone and SEO3 in <italic>E. coli</italic>. Furthermore, an additive effect was observed between vancomycin and SEO3 against MRSA (<xref ref-type="table" rid="tab8">Table 8</xref>).</p>
<table-wrap position="float" id="tab8">
<label>Table 8</label>
<caption>
<p>The quality of the interaction between <italic>Solidago gigantea</italic> essential oil and antibiotics.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Bacterial strain</th>
<th align="center" valign="top">Samples</th>
<th align="center" valign="top">Combination MIC</th>
<th align="center" valign="top">FICI</th>
<th align="left" valign="top">Quality of interaction</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="2"><italic>E. coli</italic></td>
<td align="left" valign="top">SEO3</td>
<td align="center" valign="top">0.0780</td>
<td align="center" valign="top" rowspan="2">0.37</td>
<td align="left" valign="top" rowspan="2"><bold>Synergistic</bold></td>
</tr>
<tr>
<td align="left" valign="top">cefrtiaxone</td>
<td align="center" valign="top">0.0005</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">MRSA</td>
<td align="left" valign="top">SEO3</td>
<td align="center" valign="top">0.1560</td>
<td align="center" valign="top" rowspan="2">0.75</td>
<td align="left" valign="top" rowspan="2">Additive</td>
</tr>
<tr>
<td align="left" valign="top">vancomycin</td>
<td align="center" valign="top">0.0065</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2"><italic>P. aeruginosa</italic></td>
<td align="left" valign="top">SEO3</td>
<td align="center" valign="top">0.3125</td>
<td align="center" valign="top" rowspan="2">0.50</td>
<td align="left" valign="top" rowspan="2"><bold>Synergistic</bold></td>
</tr>
<tr>
<td align="left" valign="top">gentamicin</td>
<td align="center" valign="top">0.0015</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>SEO3, Vejti.</p>
<p>Bold text highlights the synergistic interaction (synergy) observed in the checkerboard assay (based on FICI interpretation).</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
</sec>
<sec sec-type="discussion" id="sec23">
<label>4</label>
<title>Discussion</title>
<p>Investigating the antibacterial and biofilm-inhibitory properties of natural compounds is crucial for developing novel therapeutic strategies to address the escalating problem of antibiotic resistance. In this context, the antimicrobial potential of EOs and their constituents has been extensively studied. Due to their complex chemical composition, EOs represent a promising approach to mitigate antibiotic resistance (<xref ref-type="bibr" rid="ref41">Kon and Rai, 2016</xref>).</p>
<p>The chemical composition of <italic>Solidago gigantea</italic> inflorescence EOs analyzed in this study was primarily characterized by oxygenated sesquiterpenes (44.67&#x2013;58.17%) and hydrocarbon monoterpenes (12.97&#x2013;26.02%), followed by hydrocarbon sesquiterpenes (19.43&#x2013;21.87%) and oxygenated monoterpenes (5.43&#x2013;8.57%). These results are consistent with previous phytochemical analyses of SEOs, which similarly emphasized the predominance of these compound classes (<xref ref-type="bibr" rid="ref11">Benelli et al., 2019</xref>; <xref ref-type="bibr" rid="ref67">Nkuimi Wandjou et al., 2020</xref>; <xref ref-type="bibr" rid="ref75">Radu&#x0161;ien&#x0117; et al., 2022</xref>). Using multivariate data analysis, <xref ref-type="bibr" rid="ref75">Radu&#x0161;ien&#x0117; et al. (2022)</xref> further elucidated the interspecies relationships within the genus <italic>Solidago</italic>, revealing considerable similarity in EO profiles predominantly composed of monoterpenes and oxygenated compounds. Nonetheless, species-specific variations were noted in the occurrence and distribution of distinctive terpenes across different accessions and plant parts (<xref ref-type="bibr" rid="ref75">Radu&#x0161;ien&#x0117; et al., 2022</xref>). In agreement with our results, <italic>&#x03B1;</italic>-pinene, cyclocolorenone, bornyl acetate, germacrene D, and spathulenol have previously been reported as major constituents of SEOs (<xref ref-type="bibr" rid="ref36">Kalemba et al., 2001</xref>; <xref ref-type="bibr" rid="ref40">Ko&#x0142;odziej et al., 2011</xref>; <xref ref-type="bibr" rid="ref11">Benelli et al., 2019</xref>). For example, <xref ref-type="bibr" rid="ref36">Kalemba et al. (2001)</xref> investigated a Polish population of <italic>Solidago gigantea</italic> and identified germacrene D (23.5%) and cyclocolorenone (32.4%) as the predominant components of EOs obtained from aerial parts. In contrast, <xref ref-type="bibr" rid="ref75">Radu&#x0161;ien&#x0117; et al. (2022)</xref>, in their comparative assessment of volatile compound distribution across four <italic>Solidago</italic> species, did not detect cyclocolorenone in the EO of <italic>Solidago gigantea</italic>.</p>
<p>All 110 identified compounds were consistently present in the SEOs, however, the relative quantities of certain components varied among samples. In SEO3, originating from the warmest collection site, concentration of cyclocolorenone was approximately three times higher, while the &#x03B1;-pinene content was reduced by nearly 50% compared to the other two populations. Such variations may be attributed to a range of biotic and abiotic factors influencing secondary metabolite biosynthesis. Increasing evidence suggests that both the yield and chemical profile of EOs are shaped by environmental factors such as temperature, light exposure, precipitation, and altitude (<xref ref-type="bibr" rid="ref9">Barra, 2009</xref>). <xref ref-type="bibr" rid="ref25">Figueiredo et al. (2008)</xref> reported that monoterpene emission in plants increases with rising temperatures within the range of 20&#x2013;46&#x202F;&#x00B0;C. Consequently, light and solar radiation represent critical factors in the biosynthesis of EOs. Moreover, under drought conditions, plants have been shown to enhance monoterpene production as a protective response to mitigate oxidative stress induced by reactive oxygen species (<xref ref-type="bibr" rid="ref68">Nowak et al., 2010</xref>).</p>
<p>In our study, SEOs demonstrated notable antibacterial activity against all tested pathogenic strains. Among the Gram-negative strains tested, <italic>E. coli</italic> exhibited the lowest resistance to the analyzed samples of SEOs, while <italic>P. aeruginosa</italic> showed the highest one. The resistance of the Gram-positive MRSA was intermediate relative to these two Gram-negative species. Gram-positive bacteria are more affected by EO components with hydrophobic properties (<xref ref-type="bibr" rid="ref73">Pl&#x00E9;siat and Nikaido, 1992</xref>; <xref ref-type="bibr" rid="ref4">Angane et al., 2022</xref>). This phenomenon can be explained by the fact that Gram-positive bacteria have a thick peptidoglycan layer linked to apolar molecules, through which lipophilic components can easily pass, whereas Gram-negative bacteria are prevented from doing so by the cell envelope, outer membrane-attached proteins and lipopolysaccharides (<xref ref-type="bibr" rid="ref65">Nikaido, 1994</xref>). Despite being a Gram-negative bacterium, we found that <italic>E. coli</italic> is the least resistant to SEOs because <italic>E. coli</italic> possesses a relatively permeable outer membrane compared to other Gram-negative bacteria, such as <italic>P. aeruginosa</italic>. While the lipopolysaccharide (LPS) layer normally provides a strong barrier against hydrophobic molecules, studies have shown that <italic>E. coli</italic> outer membrane porins allow an enhanced passive diffusion of small hydrophobic and amphipathic molecules (<xref ref-type="bibr" rid="ref66">Nikaido and Vaara, 1985</xref>; <xref ref-type="bibr" rid="ref20">Delcour, 2009</xref>). This antimicrobial effect is likely primarily associated with the presence of key bioactive constituents, including cyclocolorenone, spathulenol, and germacrene D. Cyclocolorenone, classified as an aromadendrene-type sesquiterpene, has been well-documented for its potent phytotoxic, antibacterial, and antifungal properties against a range of microorganisms, including <italic>Bacillus subtilis</italic>, <italic>B. cereus</italic>, <italic>Microbacterium thermosphactum</italic>, <italic>Escherichia coli</italic>, <italic>Enterobacter cloacae</italic>, <italic>Citrobacter freundii</italic>, <italic>Curvularia lunata</italic>, and <italic>Cochliodes spinusum</italic> (<xref ref-type="bibr" rid="ref34">Jacyno et al., 1991</xref>). Cyclocolorenone has been previously isolated from various plant species such as <italic>Solidago canadensis</italic> (<xref ref-type="bibr" rid="ref80">Schmidt et al., 1999</xref>), <italic>Magnolia grandiflora</italic> (<xref ref-type="bibr" rid="ref34">Jacyno et al., 1991</xref>), and <italic>Critonia aromatisans</italic> (<xref ref-type="bibr" rid="ref44">la Torre Fabiola et al., 2016</xref>). On the other hand, the presence cyclocolorenone in <italic>Solidago virgaurea</italic> EO has not been reported (<xref ref-type="bibr" rid="ref12">Bertoli et al., 1999</xref>). Spathulenol, an oxygenated sesquiterpene, was identified in concentrations ranging from 2.96 to 4.31% across the analyzed samples. This compound has great antimicrobial and immunomodulatory potential (<xref ref-type="bibr" rid="ref94">Ziaei et al., 2011</xref>; <xref ref-type="bibr" rid="ref15">Cazella et al., 2019</xref>). Germacrene D is a monocyclic sesquiterpene commonly found in various EOs. It can be a precursor to many other sesquiterpenes and possesses a wide range of biological activity, including substantial antimicrobial activity (<xref ref-type="bibr" rid="ref78">&#x015E;ahin et al., 2004</xref>; <xref ref-type="bibr" rid="ref49">Liu et al., 2022</xref>).</p>
<p>Many plant-derived natural products have been shown to exert anti-biofilm effects <italic>in vitro</italic> (<xref ref-type="bibr" rid="ref52">Lu et al., 2019</xref>; <xref ref-type="bibr" rid="ref89">Tsukatani et al., 2020</xref>). However, limited data are available regarding the biofilm inhibitory activity of <italic>Solidago</italic> species, with existing studies primarily focusing on <italic>Solidago virgaurea</italic> (<xref ref-type="bibr" rid="ref17">Chevalier et al., 2019</xref>; <xref ref-type="bibr" rid="ref2">Abdulkareem et al., 2023</xref>). To the best of our knowledge, the present study is the first to demonstrate anti-biofilm properties of EO from <italic>Solidago gigantea</italic> inflorescences. <italic>Solidago gigantea</italic> EOs were effective in inhibiting biofilm formation in all tested bacterial strains. <italic>P. aeruginosa</italic> was the most resistant pathogen. This may be due to the fact that this bacterium has three exopolysaccharides: Psl, Pel, and alginate. Psl is a neutral pentasaccharide that typically contains D-glucose, D-mannose, and L-rhamnose moieties. Psl acts as a signaling molecule and promotes the production of c-di-GMP (bis-(3&#x2032;-5&#x2032;)-cyclic dimeric guanosine monophosphate), the levels of which, when elevated, result in thicker and more robust biofilms (<xref ref-type="bibr" rid="ref33">Irie et al., 2012</xref>). The other pathogens included in the study (<italic>E. coli</italic>, MRSA) do not have such resistant biofilms, so higher inhibition rate values were detected for these pathogens.</p>
<p>Based on their chemical composition, the antimicrobial and antibiofilm activities of SEOs are likely attributable to the combined, and potentially synergistic, effects of their major sesquiterpene and monoterpene constituents. Both oxygenated and hydrocarbon sesquiterpenes, including cyclocolorenone, spathulenol, and germacrene D, are highly lipophilic compounds that readily interact with bacterial cell envelopes. Such interactions may increase membrane permeability, disrupt membrane integrity, and promote leakage of intracellular components, ultimately leading to impaired energy metabolism and enzyme dysfunction (<xref ref-type="bibr" rid="ref5">Bakkali et al., 2008</xref>; <xref ref-type="bibr" rid="ref64">Nazzaro et al., 2013</xref>; <xref ref-type="bibr" rid="ref60">Mishra et al., 2020</xref>). In addition to their antimicrobial activity, these compounds may also interfere with biofilm development through multiple mechanisms, including inhibition of initial cell adhesion, alteration of cell surface hydrophobicity, and disruption of extracellular polymeric substance (EPS) production (<xref ref-type="bibr" rid="ref52">Lu et al., 2019</xref>; <xref ref-type="bibr" rid="ref19">Das, 2022</xref>). Sesquiterpenes have further been reported to modulate quorum sensing-regulated pathways and intracellular signaling systems, including cyclic di-GMP, which are central to biofilm maturation and stability, particularly in Gram-negative pathogens such as <italic>P. aeruginosa</italic> (<xref ref-type="bibr" rid="ref42">Kostakioti et al., 2013</xref>; <xref ref-type="bibr" rid="ref58">Melander et al., 2020</xref>). Accordingly, the pronounced antibiofilm activity observed in the present study is likely driven by a multifactorial mode of action that combines direct antimicrobial effects with the modulation of key biofilm-associated virulence mechanisms.</p>
<p>In addition to their antimicrobial properties, SEOs may act synergistically with conventional antibiotics, thereby enhancing their efficacy against antibiotic-resistant bacteria (<xref ref-type="bibr" rid="ref45">Langeveld et al., 2014</xref>; <xref ref-type="bibr" rid="ref54">Magi et al., 2015</xref>). In our study the activity of SEO was evaluated in combination with ceftriaxone, gentamicin, and vancomycin against <italic>E. coli</italic>, <italic>P. aeruginosa</italic>, and MRSA, respectively. The combination assays demonstrated that SEO not only enhances antibiotic efficacy through biofilm inhibition but also exerts additive or synergistic effects. Notably, synergistic interactions were observed for ceftriaxone with SEO against <italic>E. coli</italic> and for gentamicin with SEO against <italic>P. aeruginosa</italic>. Our findings are partially in agreement with previous reports, where the combination of gentamicin and thyme (<italic>Thymus maroccanus</italic>) EO exhibited a synergistic effect against <italic>P. aeruginosa</italic> and <italic>E. coli</italic> (<xref ref-type="bibr" rid="ref23">Fadli et al., 2012</xref>), whereas the combination of ceftriaxone and oregano (<italic>Origanum vulgare</italic>) EO resulted in an additive interaction (<xref ref-type="bibr" rid="ref83">Si et al., 2008</xref>). The markedly lower MIC values of standard antibiotics compared to SEOs were expected, as antibiotics are single, highly optimized antimicrobial agents, whereas EOs are complex natural mixtures. Therefore, the comparison serves as a benchmark reference rather than a claim of equivalent antibacterial potency. In this context, the proposed relevance of SEOs lies primarily in their antibiofilm activity and their potential use as adjunctive agents rather than as standalone antimicrobial therapies.</p>
<p>Although the present study highlights the pronounced antibacterial and antibiofilm activities of SEOs, their safety profile was not assessed. Future work should investigate cytotoxicity, hemolytic activity, and potential irritation effects on host tissues to establish the therapeutic window and ensure safe application, particularly for topical or adjunctive antimicrobial formulations.</p>
</sec>
<sec sec-type="conclusions" id="sec24">
<label>5</label>
<title>Conclusion</title>
<p>Our results demonstrated that the EO obtained from <italic>Solidago gigantea</italic> inflorescences possesses antibacterial and biofilm-inhibitory activities. The geographical origin of the plant was found to influence not only the quantitative composition of the bioactive constituents, but also its antibacterial and anti-biofilm efficacy.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec25">
<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="author-contributions" id="sec26">
<title>Author contributions</title>
<p>RF: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Supervision, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. DN: Conceptualization, Data curation, Formal analysis, Software, Visualization, Writing &#x2013; review &#x0026; editing. EO: Data curation, Investigation, Project administration, Writing &#x2013; original draft. BK: Investigation, Methodology, Resources, Validation, Writing &#x2013; review &#x0026; editing. MS-U: Data curation, Methodology, Resources, Software, Validation, Writing &#x2013; review &#x0026; editing. DP: Conceptualization, Data curation, Investigation, Methodology, Writing &#x2013; review &#x0026; editing. VB: Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="COI-statement" id="sec27">
<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="sec28">
<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>
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<title>Publisher&#x2019;s note</title>
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<sec sec-type="supplementary-material" id="sec30">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2026.1740133/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmicb.2026.1740133/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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<fn-group>
<fn fn-type="custom" custom-type="edited-by" id="fn0001">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/666317/overview">Takashi Azuma&#xFEFF;, &#xFEFF;Osaka Medical College</ext-link>, Japan</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by" id="fn0002">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/415861/overview">Adnan Amin&#xFEFF;, &#xFEFF;Yeungnam University</ext-link>, Republic of Korea</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3184465/overview">Othman El Faqer&#xFEFF;, &#xFEFF;Universite Hassan 2 Faculte des Sciences Ain Chock</ext-link>, Morocco</p>
</fn>
</fn-group>
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</article>