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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<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.2025.1624564</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Revealing the multi-target destruction induced by proanthocyanidins against <italic>Acetobacter</italic> sp. at the molecular level</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Ren</surname> <given-names>Er-Fang</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author">
<name><surname>Feng</surname> <given-names>Xiaoqin</given-names></name>
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<contrib contrib-type="author">
<name><surname>Feng</surname> <given-names>Yuanxin</given-names></name>
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<contrib contrib-type="author">
<name><surname>Li</surname> <given-names>Kai</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Zeng</surname> <given-names>Xin-An</given-names></name>
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<contrib contrib-type="author">
<name><surname>Wen</surname> <given-names>Qing-Hui</given-names></name>
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<name><surname>Cai</surname> <given-names>Jin-Lin</given-names></name>
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<contrib contrib-type="author">
<name><surname>Han</surname> <given-names>Zhong</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<contrib contrib-type="author">
<name><surname>Chen</surname> <given-names>Shan</given-names></name>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Niu</surname> <given-names>Debao</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"><sup>1</sup><institution>College of Light Industry and Food Engineering, Guangxi University</institution>, <addr-line>Nanning</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Guangxi Subtropical Crops Research Institute</institution>, <addr-line>Nanning</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>School of Food Science and Engineering, South China University of Technology</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country></aff>
<aff id="aff4"><sup>4</sup><institution>School of Health, Jiangxi Normal University</institution>, <addr-line>Nanchang</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Shashi Kant Bhatia, Konkuk University, Republic of Korea</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Yong-Huan Yun, Hainan University, China</p><p>Zhao Qin, Henan University of Technology, China</p></fn>
<corresp id="c001">&#x002A;Correspondence: Debao Niu, <email>happyndb@gxu.edu.cn</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>04</day>
<month>07</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1624564</elocation-id>
<history>
<date date-type="received">
<day>08</day>
<month>05</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>20</day>
<month>06</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Ren, Feng, Feng, Li, Zeng, Wen, Cai, Han, Chen and Niu.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Ren, Feng, Feng, Li, Zeng, Wen, Cai, Han, Chen and Niu</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Proanthocyanidins, which are polyphenolic compounds resulting from the condensation of monomeric flavan-3-ols, exhibit antibacterial activity. This study aimed to investigate the impact of proanthocyanidins on the growth and cell membrane of <italic>Acetobacter</italic> sp., as well as explore their interaction with intracellular macromolecules to comprehensively elucidate the inhibitory mechanism against <italic>Acetobacter</italic> sp. The results revealed that proanthocyanidins effectively inhibited the growth of <italic>Acetobacter</italic> sp., with a minimum inhibitory concentration (MIC) of 2.5 mg/mL. Proanthocyanidins disrupted the cellular morphology and membrane integrity of <italic>Acetobacter</italic> sp., and affected the structure of cell membranes by interaction with membrane proteins. Meanwhile, exposure to proanthocyanidins led to an elevation in reactive oxygen species (ROS) levels within <italic>Acetobacter</italic> sp., causing oxidative damage to the cell membrane. Moreover, there was a modification in the composition of fatty acids within the cell membrane, characterized by an increased proportion of unsaturated fatty acids (UFAs), consequently enhancing membrane fluidity. In addition, proanthocyanidins caused a significant decrease in the activities of Alcohol dehydrogenase (ADH) and Aldehyde dehydrogenase (ALDH), and interacted with DNA through groove binding, thereby inhibiting cell function. In conclusion, this study provides evidence that proanthocyanidins can effectively inhibit the growth and reproduction of <italic>Acetobacter</italic> sp. by destroying cell membranes and affecting intracellular macromolecules.</p>
</abstract>
<abstract abstract-type="graphical" id="G1">
<title>Graphical Abstract</title>
<p><graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-16-1624564-g007.tif" position="anchor"/></p>
</abstract>
<kwd-group>
<kwd>proanthocyanidins</kwd>
<kwd>cell membrane</kwd>
<kwd>membrane fatty acid</kwd>
<kwd>enzyme activity</kwd>
<kwd>genomic DNA</kwd>
<kwd>molecular docking</kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="1"/>
<equation-count count="2"/>
<ref-count count="52"/>
<page-count count="14"/>
<word-count count="8196"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Microbiotechnology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>1 Introduction</title>
<p><italic>Acetobacter</italic> sp., a typical Gram-negative brevibacterium, is widespread in orchard soils, grape surfaces and winemaking environments. This bacterium possesses the capability to transform ethanol produced by alcoholic fermentation into acetic acid, leading to an elevation of volatile acidity in wine (<xref ref-type="bibr" rid="B40">Valera et al., 2017</xref>; <xref ref-type="bibr" rid="B27">Niu et al., 2019a</xref>). Therefore, the control of <italic>Acetobacter</italic> sp. in wine throughout production has been the focus of the wine industry (<xref ref-type="bibr" rid="B9">Feng et al., 2022</xref>; <xref ref-type="bibr" rid="B26">Niu et al., 2021</xref>). The common control method to prevent wine spoilage is to add sulfur dioxide (SO<sub>2</sub>) with antibacterial properties (<xref ref-type="bibr" rid="B17">Lisanti et al., 2019</xref>). However, it is not enough to inhibit the growth of <italic>Acetobacter</italic> sp. due to strict limits on the amount of SO<sub>2</sub> added, and <italic>Acetobacter</italic> sp. can still grow and multiply (<xref ref-type="bibr" rid="B41">Vavrinik et al., 2022</xref>). In addition, winemakers tend to reduce the use of SO<sub>2</sub> to avoid negative effects on the physical health of consumers (<xref ref-type="bibr" rid="B29">Niu et al., 2020</xref>; <xref ref-type="bibr" rid="B5">Coulon and Seabrook, 2020</xref>). Hence, new preservative or microbial stabilization technologies need to be developed to address the urgent demand of the wine industry.</p>
<p>Previous studies have shown that a variety of natural functional substances such as Nisin, Chitosan and naringenin prevent microbial spoilage and can be used as substitutes for chemicals (<xref ref-type="bibr" rid="B31">Pei et al., 2016</xref>; <xref ref-type="bibr" rid="B38">Tedesco et al., 2022</xref>; <xref ref-type="bibr" rid="B43">Wang et al., 2017a</xref>). Proanthocyanidins are bioflavonoid compounds with a special molecular structure, which are polymerized by different amounts of catechin or epicatechin. Widely present in grape seeds and grape skins, they are a natural antioxidant with excellent antibacterial activity (<xref ref-type="bibr" rid="B39">Ulrey et al., 2014</xref>; <xref ref-type="bibr" rid="B33">Rauf et al., 2019</xref>). Exposure of <italic>Listeria monocytogenes</italic> to grape seed extract, which is abundant in proanthocyanidins, resulted in a notable reduction in the number of viable bacteria (<xref ref-type="bibr" rid="B3">Bisha et al., 2010</xref>). Moreover, it has been reported that proanthocyanidins derived from <italic>Pelargonium sidoides</italic> DC root extract could effectively suppress the growth of <italic>Aggregatibacter actinomycetemcomitans, Staphylococcus epidermidis</italic>, <italic>Staphylococcus aureus</italic> and <italic>Escherichia coli</italic>, and reduce their metabolic activity at the same time (<xref ref-type="bibr" rid="B13">Jekabsone et al., 2019</xref>). Therefore, proanthocyanidins showed promise as a natural preservative for use in wine production. Previous research has primarily focused on the specific antimicrobial effects of proanthocyanidins on <italic>E. coli</italic> and their disruptive impact on cell membranes. However, there is a paucity of research examining the impact of membrane components, including membrane proteins and fatty acids, on the cell membrane. Furthermore, research has demonstrated that the antibacterial mechanism of polyphenols is not a single model, in addition to destroying microbial cell membranes, it may also act on large molecules such as DNA, enzymes and proteins in cells (<xref ref-type="bibr" rid="B44">Wang et al., 2017b</xref>).</p>
<p>Therefore, in order to further reveal how proanthocyanidins affect the activity of microorganisms, <italic>Acetobacter</italic> sp., related to wine rancidity, was selected as the research object in this experiment, and the antibacterial properties and mechanisms of action of proanthocyanidins against <italic>Acetobacter</italic> sp. were discussed. In addition, the influence of proanthocyanidins on cell growth, cell morphology, membrane fatty acid composition and membrane protein, as well as intracellular macromolecules (enzymes and DNA) of <italic>Acetobacter</italic> sp. cells were investigated. This study aimed to explore the potential inhibitory mechanism of proanthocyanidins on <italic>Acetobacter</italic> sp., and to provide a theoretical basis for the utilization of proanthocyanidins in the context of wine microbial control.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>2 Materials and methods</title>
<sec id="S2.SS1">
<title>2.1 Microorganism and chealsmic</title>
<p>The following microorganism was employed in this research: one Gram-negative bacteria, <italic>Acetobacter</italic> sp.. It can be grown using acetic acid as a sole carbon source. We exploited this characteristic by isolating it from the rancidity of red wine and storing it at &#x2212;80&#x00B0;C in the laboratory. Then, the culture was propagated in YG medium (1% glucose, 1% yeast extract powder, 2% ethanol, v/v) and incubated on a shaker (220 rpm, 30&#x00B0;C; HY-5, JinBo Equipment Industry Co., Jiangsu, China) for 24 h. The proanthocyanidins standard (purity, &#x2265; 95%, CAS:4852-22-6), extracted from grape seeds, was procured from Beijing Solarbio Science &#x0026; Technology Co., Ltd. (Beijing, China).</p>
</sec>
<sec id="S2.SS2">
<title>2.2 Antibacterial effect of proanthocyanidins</title>
<sec id="S2.SS2.SSS1">
<title>2.2.1 MIC determination</title>
<p>The determination of minimum inhibitory concentration (MIC) was slightly modified based on previous reports in the literature (<xref ref-type="bibr" rid="B23">Matuschek et al., 2018</xref>; <xref ref-type="bibr" rid="B8">Elshikh et al., 2016</xref>). <italic>Acetobacter</italic> sp. was cultured at 30&#x00B0;C in YG medium, from which an inoculum was obtained and adjusted to a bacterial density of approximately 10<sup>7</sup> CFU/mL by using a 0.85% NaCl solution. The culture medium with different concentrations of proanthocyanidins was prepared by gradient dilution method. After inoculating the bacteria solution, the culture medium was incubated in a 96-well plate (30&#x00B0;C, 24 h). The optical density (OD<sub>600</sub>) value before and after culture was determined by a Universal microplate reader (Infinite E Plex). The difference between the two measurements was taken as the ordinate and the concentration of proanthocyanidins as the abscissa to draw a broken line graph. The MIC was defined as the lowest concentration of proanthocyanidins at which no bacterial growth was detected after 24 h of incubation. Then the sterile growth of bacterial suspension was cultured in agar plate medium for subculture. Following a 24-h incubation at 30&#x00B0;C, the minimum concentration of proanthocyanidins required to achieve 99.9% mortality of <italic>Acetobacter</italic> sp. was determined as the minimum bactericidal concentration (MBC).</p>
</sec>
<sec id="S2.SS2.SSS2">
<title>2.2.2 Determination of growth curve of <italic>Acetobacter</italic> sp.</title>
<p>The antibacterial effect of proanthocyanidins was evaluated by measuring the growth curve of <italic>Acetobacter</italic> sp. using ultraviolet spectrophotometry (<xref ref-type="bibr" rid="B50">Zhou et al., 2016</xref>; <xref ref-type="bibr" rid="B19">Liu et al., 2020</xref>). First, the <italic>Acetobacter</italic> sp. bacterial solution was cultured to the logarithmic phase (approximately 10<sup>7</sup>&#x223C;10<sup>8</sup> CFU/mL) and then inoculating into YG medium at a 1% volume. Proanthocyanidins were introduced to the cultures, resulting in final concentrations of 1/8, 2/8, 3/8, and 4/8 of the MIC. Subsequently, the bacterial suspension was incubated on a shaker (30&#x00B0;C, 220 rpm). At specified intervals, appropriate samples were taken from the medium and the optical density at 600 nm was measured using a spectrophotometer over a period of 0&#x2013;24 h. The growth rate (&#x03BC;) of <italic>Acetobacter</italic> sp. grown in different concentrations of proanthocyanidins was calculated using the following equation:</p>
<disp-formula id="S2.Ex1">
<mml:math id="M1">
<mml:mrow>
<mml:mi>&#x03BC;</mml:mi>
<mml:mo>=</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mi>ln</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo>-</mml:mo>
<mml:mrow>
<mml:mi>ln</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mtext>e</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>-</mml:mo>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mrow>
<mml:mtext>e</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where <italic>I</italic><sub>0</sub> and <italic>I</italic><sub><italic>e</italic></sub> are OD<sub>600</sub> <sub><italic>nm</italic></sub> values at culture time <italic>t</italic><sub>0</sub> and time <italic>t</italic><sub><italic>e</italic></sub>, respectively.</p>
</sec>
</sec>
<sec id="S2.SS3">
<title>2.3 Effect of proanthocyanidins on cell membrane</title>
<sec id="S2.SS3.SSS1">
<title>2.3.1 Scanning electron microscope analysis</title>
<p>To investigate the morphological alterations in <italic>Acetobacter</italic> sp., SEM analysis was conducted by referring to previous methods (<xref ref-type="bibr" rid="B11">Han et al., 2020</xref>; <xref ref-type="bibr" rid="B45">Wang et al., 2021</xref>). The <italic>Acetobacter</italic> sp. were cultured in a liquid medium (YG) until they reached the logarithmic growth phase. The bacterial suspension concentration was adjusted to approximately 10<sup>7</sup> CFU/mL, varying concentrations of proanthocyanidins were introduced, and the mixture was incubated (30&#x00B0;C, 4 h). Cells were collected centrifugally (6,000 rpm, 4&#x00B0;C, 5 min), washed three times with PBS (0.1 M, pH 7.4), and the precipitated thalli were stored overnight at 4&#x00B0;C with PBS buffers containing 2.5% (v/v) glutaraldehyde for cell fixation. The fixed cells underwent dehydration through sequential treatments with ethanol concentrations of 30, 50, 70, 90 and 100%, and the dehydrated bacteria were treated with tert-butanol twice. The sample was dripped onto the tin foil and dried using a freeze-dryer. Ultimately, the gold coating was applied to the samples through cathodic sputtering under vacuum conditions, and the morphological alterations were examined using SEM.</p>
</sec>
<sec id="S2.SS3.SSS2">
<title>2.3.2 Determination of cell membrane permeability</title>
<p>Based on the existing methods, the method of determining the release of nucleic acid and protein from <italic>Acetobacter</italic> sp. was modified slightly (<xref ref-type="bibr" rid="B22">Lv et al., 2011</xref>; <xref ref-type="bibr" rid="B28">Niu et al., 2019b</xref>). The <italic>Acetobacter</italic> sp. bacterial grew to the logarithmic phase in YG liquid medium. Cells were collected centrifugally (4,000 rpm, 4&#x00B0;, 5 min), followed by three washes with PBS (0.01 M, pH 7.4) before being resuspended. 10 mL bacterial suspension was taken, combined with different concentrations of proanthocyanidins, and incubated (30&#x00B0;C, 4 h). The suspension was centrifuged (4,000 rpm, 5 min) to separate the supernatant, which was then analyzed for optical density at 260 and 280 nm using an ultraviolet-visible spectrophotometer (China). Nucleic acids exhibited characteristic peaks at 260 nm, while proteins displayed 280 nm.</p>
</sec>
<sec id="S2.SS3.SSS3">
<title>2.3.3 Determination of oxidative damage to cell membrane</title>
<p>Dihydroethidium (DHE) is capable of entering cells without hindrance through the cell membranes of living cells, where it is oxidized by intracellular reactive oxygen species (ROS) to form ethidium oxide. Ethidium oxide can be incorporated into chromosome DNA, resulting in the production of red fluorescence (<xref ref-type="bibr" rid="B51">Zhu C. et al., 2014</xref>). The degree of red fluorescence observed can be used as an indicator of the amount and change in ROS content within the cells. The <italic>Acetobacter</italic> sp. were grown to the stationary phase, after which varying concentrations of proanthocyanidins were added and incubated at 30&#x00B0;C for 4 h. The suspended cells were then harvested by centrifugation (6,000 rpm, 4&#x00B0;C, 5 min), the supernatant was removed, and the cells were adjusted to 10<sup>6</sup> CFU/mL cell suspension with PBS buffers. Then 1&#x2013;2 &#x03BC;L dihydroethidium red fluorescent dye stock solution (5 mm) was introduced into the cell suspension (200 &#x03BC;L). The mixture was blown and mixed evenly and incubated in a dark environment at 37&#x00B0;C for 40 min. Following incubation, the solution was centrifuged to remove the staining solution, cleaned twice with PBS and suspended again, and the fluorescence intensity was determined using a fluorescence spectrophotometer. The excitation wavelength was set at 518 nm, while the emission wavelength was 610 nm. In addition, the quantification of superoxide dismutase (SOD) in <italic>Acetobacter</italic> sp. cells was performed using a commercially available kit from Beijing Solarbio Science &#x0026; Technology Co., Ltd.</p>
</sec>
<sec id="S2.SS3.SSS4">
<title>2.3.4 Membrane proteins fluorescence spectrometry</title>
<p>Membrane proteins fluorescence experiments were slightly modified according to the reported methods (<xref ref-type="bibr" rid="B48">Ye et al., 2007</xref>). The <italic>Acetobacter</italic> sp. was cultured until it reached the late logarithmic phase. Subsequently, the culture medium was removed through centrifugation and washed with 0.85% NaCl solution for 3 times. The cells were then suspended in 0.85% NaCl solution, resulting in a bacterial solution with a density ranging from 10<sup>9</sup> to 10<sup>10</sup> CFU/mL. The bacterial solution was divided into several groups, with varying concentrations of potassium iodide (KI) or proanthocyanidins, and incubated (25&#x00B0;C, 2 h). The fluorescence emission spectra of the bacterial samples were then determined using fluorescence spectrometers with excitation wavelengths set at 258, 280, and 296 nm.</p>
</sec>
<sec id="S2.SS3.SSS5">
<title>2.3.5 Fatty acid composition of cell membrane</title>
<p>The <italic>Acetobacter</italic> sp. was inoculated with YG liquid medium containing varying concentrations of proanthocyanidins, and cultured until stationary phase (220 rpm, 30<inline-formula><mml:math id="INEQ16"><mml:mmultiscripts><mml:mi mathvariant="monospace">C</mml:mi><mml:mprescripts/><mml:none/><mml:mo>&#x00B0;</mml:mo></mml:mmultiscripts></mml:math></inline-formula>). The membrane fatty acids of <italic>Acetobacter</italic> sp. cells were extracted and methylated following the method described by <xref ref-type="bibr" rid="B36">Sasser (2006)</xref>. Gas chromatogram-mass spectrometry (GC-MS) was employed to quantify and identify the fatty acids by comparing them with a standard mixture of methyl bacterate (Sigma-Supelco, Bellefonte, PA). The findings were presented as relative percentages of each fatty acid, calculated by determining the proportion of the subpeak area to the total peak area encompassing all peaks.</p>
</sec>
</sec>
<sec id="S2.SS4">
<title>2.4 Effect of proanthocyanidins on enzyme activity</title>
<p><italic>Acetobacter</italic> sp. was cultured in liquid medium (YG) to the logarithmic phase, then different concentrations of proanthocyanidins were added and incubated (30<inline-formula><mml:math id="INEQ17"><mml:mmultiscripts><mml:mi mathvariant="monospace">C</mml:mi><mml:mprescripts/><mml:none/><mml:mo>&#x00B0;</mml:mo></mml:mmultiscripts></mml:math></inline-formula>, 2 h). The cells were harvested through centrifugation (6,000 rpm, 4<inline-formula><mml:math id="INEQ18"><mml:mmultiscripts><mml:mi mathvariant="monospace">C</mml:mi><mml:mprescripts/><mml:none/><mml:mo>&#x00B0;</mml:mo></mml:mmultiscripts></mml:math></inline-formula>, 5 min) and washed twice with PBS (0.1 M, pH 7.4). The activities of ADH/ALDH in the bacterial suspension of <italic>Acetobacter</italic> sp., before and after proanthocyanidins treatment were determined using a corresponding activity detection kit (Beijing Solarbio Science &#x0026; Technology Co., Ltd.). The enzymatic activity was expressed as the relative residual activity (RRA, %):</p>
<disp-formula id="S2.Ex2">
<mml:math id="M2">
<mml:mrow>
<mml:mi>R</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>A</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mo>%</mml:mo>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>=</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mrow>
<mml:mtext>e</mml:mtext>
</mml:mrow>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x00D7;</mml:mo>
<mml:mn>100</mml:mn>
<mml:mo>%</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where <italic>A</italic><sub>0</sub> and <italic>A</italic><sub><italic>e</italic></sub> represent the enzyme activity before and after proanthocyanidins treatment respectively.</p>
</sec>
<sec id="S2.SS5">
<title>2.5 Detection of proanthocyanidins binding to DNA</title>
<p>The genomic DNA of <italic>Acetobacter</italic> sp. was extracted by the previously reported method. Following extraction, the concentration and purity of the DNA were assessed utilizing a Universal microplate reader (Infinite E Plex). DNA concentration was quantified by absorbance at 260 nm. The purity of the DNA sample was assessed based on the ratios of OD<sub>260nm</sub>/OD<sub>280nm</sub> and OD<sub>260nm</sub>/OD<sub>230nm</sub> (1.8 &#x2264; OD<sub>260nm</sub>/OD<sub>280nm</sub> &#x2264; 2.0, 2.0 &#x2264; OD<sub>260nm</sub>/OD<sub>230nm</sub> &#x2264; 2.2). The competitive binding experiment was modified slightly based on the previously reported methodology (<xref ref-type="bibr" rid="B7">Ebrahimipour et al., 2015</xref>; <xref ref-type="bibr" rid="B34">Rehman et al., 2015</xref>). In 0.01 M PBS (pH 7.4), proanthocyanidins were sequentially introduced to the complexes of EB-DNA, with fixed concentrations of DNA (45 &#x03BC;g/mL) and EB (1.25 &#x03BC;g/mL). Following a 30-min incubation period at 25&#x00B0;, emission spectra within the range of 550&#x2013;750 nm were recorded when excited at 530 nm.</p>
</sec>
<sec id="S2.SS6">
<title>2.6 Molecular docking</title>
<p>The crystal structure of DNA (PDB ID: 453D) was obtained from the Protein Data Bank at the Research Collaboratory for Structural Bioinformatics (RCSB). The PDB file required for docking proanthocyanidins with DNA molecules was generated by coupling with Auto Dock-Vina and ChemBio 3D software. The ChemBio 3D program was first applied to optimize the 3D structure of proanthocyanidins, which was then read by Auto Dock-vina, and the preparation of proanthocyanidins and DNA molecules before docking was performed in Auto Dock-vina. Molecular docking analysis was conducted using the Auto Dock-Vina program, which incorporates the Lamarckian Genetic Algorithm (LGA) for its calculations (<xref ref-type="bibr" rid="B25">Mukherjee and Singh, 2017</xref>). The grid box size was chosen to be large enough to contain the complete DNA dodecamer d(CGCGAATTCGCG)<sub>2</sub>. In the docking simulation, the conformation exhibiting the lowest binding energy was selected from a set of 10 different conformations. This corresponding minimum energy structure was then used for subsequent analysis. The PyMOL software package was used to obtain a visual 3D model of the docking results.</p>
</sec>
<sec id="S2.SS7">
<title>2.7 Statistical analysis</title>
<p>The experiments were conducted in triplicate. SPSS 19.0 software was used for one-way analysis of variance (ANOVA) in order to assess the presence of significant variations among the treatments (<italic>p</italic> &#x003C; 0.05). Data were documented in the form of mean &#x00B1; standard deviation. The graphics are created by Origin software.</p>
</sec>
</sec>
<sec id="S3">
<title>3 Results and discussion</title>
<sec id="S3.SS1">
<title>3.1 Inhibition of proanthocyanidins on <italic>Acetobacter</italic> sp. growth</title>
<p>The MIC is considered as a standard to measure the antibacterial properties of natural substances (<xref ref-type="bibr" rid="B23">Matuschek et al., 2018</xref>). <xref ref-type="fig" rid="F1">Figure 1A</xref> illustrated the inhibitory effects of proanthocyanidins on the growth of <italic>Acetobacter</italic> sp. as a function of varying concentrations. The findings revealed that proanthocyanidins demonstrated notable antibacterial efficacy against <italic>Acetobacter</italic> sp.. When <italic>Acetobacter</italic> sp. were cultured in an environment containing proanthocyanidins at concentrations of 2.5 mg/mL or higher for 24 h, the OD<sub>600</sub> value of <italic>Acetobacter</italic> sp. was essentially unchanged, indicating significant growth inhibition of <italic>Acetobacter</italic> sp. at this concentration. On the contrary, when the concentration of proanthocyanidins was lower than 2.5 mg/mL, the OD<sub>600</sub> value increased sharply. Therefore, the MIC of proanthocyanidins against <italic>Acetobacter</italic> sp. could be determined to be 2.5 mg/mL. In addition, the MBC of proanthocyanidins was 20 mg/mL, indicating that proanthocyanidins had strong bactericidal activity against <italic>Acetobacter</italic> sp.. In contrast, the MIC values of grape seed proanthocyanidins extract against <italic>Actinomyces viscous</italic> and <italic>Streptococcus mutans</italic> were 8.0 and 12.5 mg/mL, respectively, which were slightly higher than that in this experiment (<xref ref-type="bibr" rid="B20">Liu et al., 2011</xref>; <xref ref-type="bibr" rid="B42">Wang and Wang, 2017</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p><bold>(A)</bold> Antibacterial activity; <bold>(B)</bold> growth curves; <bold>(C)</bold> maximum growth rate (&#x03BC;<sub>max</sub>) and the time to reach the &#x03BC;<sub>max</sub> of <italic>Acetobacter</italic> sp. cultivated in the medium with the concentration of proanthocyanidins at 0 (Control), 1/8 MIC, 2/8 MIC, 3/8 MIC and 4/8 MIC. Different letters indicate significant differences (<italic>p</italic> &#x003C; 0.05).</p></caption>
<alt-text>(A) A line graph showing OD600 against proanthocyanidins concentration, demonstrating a steep decline to near zero as concentration increases. (B) A line graph depicting OD600 over time for control and varying MIC fractions, showing growth curves with the control having the highest OD600. (C) A bar and line graph showing the relationship between different MIC fractions and lag time, with a decreasing trend in lag time as concentration increases. Different letters indicate statistical significance.</alt-text>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-16-1624564-g001.tif"/>
</fig>
<p>To provide additional validation of the efficacy of proanthocyanidins against <italic>Acetobacter</italic> sp., a growth curve analysis was performed for <italic>Acetobacter</italic> sp.. According to <xref ref-type="fig" rid="F1">Figure 1B</xref>, <italic>Acetobacter</italic> sp. in the control group grew slowly from 0 to 7 h, followed by an acceleration from 7 to 15 h. Then the growth rate slowed down and reached its peak optical density value of 0.878 at 20 h. In addition, after exposure to proanthocyanidins, a significant delay in the adjustment period of <italic>Acetobacter</italic> sp. was observed, which was similar to the impact of cinnamaldehyde on the growth curve of drug-resistant <italic>Aeromonas hydrophila</italic> (<xref ref-type="bibr" rid="B49">Yin et al., 2020</xref>). Moreover, within a certain range, the higher the concentration of proanthocyanidins, the longer it took for <italic>Acetobacter</italic> sp. to enter the logarithmic phase and reach the stationary phase, but the OD<sub>600</sub> values of the stationary phase showed little difference. According to <xref ref-type="fig" rid="F1">Figure 1C</xref>, the &#x03BC;<sub><italic>max</italic></sub> of <italic>Acetobacter</italic> sp. exhibited varying degrees of decrease with increasing proanthocyanidins concentration. The &#x03BC;<sub><italic>max</italic></sub> of <italic>Acetobacter</italic> sp. decreased to 0.243 at 4/8 MIC and the time required to reach &#x03BC;<sub><italic>max</italic></sub> was delayed to 12 h, indicating the potent antibacterial activity of proanthocyanidins against <italic>Acetobacter</italic> sp., thus resulting in a significant retardation in its growth cycle.</p>
</sec>
<sec id="S3.SS2">
<title>3.2 Morphological changes of <italic>Acetobacter</italic> sp. cells</title>
<p>The cellular membrane is the boundary between the internal and external environment of the cell. When cells are subjected to strong external stimuli such as antibiotics, cell morphology often changes accordingly. Therefore, SEM was used to further elucidate the effect of varying concentrations of proanthocyanidins on <italic>Acetobacter</italic> sp. and the results were depicted in <xref ref-type="fig" rid="F2">Figure 2</xref>. The untreated bacterial cells exhibited a smooth and rod-shaped morphology with intact structural integrity. They displayed uniformity in both size and distribution, devoid of apparent deformations (<xref ref-type="fig" rid="F2">Figure 2A</xref>). In contrast, <italic>Acetobacter</italic> sp. treated with proanthocyanidins had obvious morphological damage. Compared with the smooth cell surface of the untreated group, binding of proanthocyanidins to the cell surface of <italic>Acetobacter</italic> sp. was observed when cultured with 1/8, 1/4, and 1/2 MIC proanthocyanidins for 4 h. This implied that proanthocyanidins may impede the normal functioning of <italic>Acetobacter</italic> sp.&#x2019;s cell membrane, thereby affecting its growth. Meanwhile, a fraction of the cells exhibited perforations, while others displayed shortened and fractured morphology with increased cell stacking and adhesion (<xref ref-type="fig" rid="F2">Figures 2B&#x2013;D</xref>). Following treatment with proanthocyanidins at 1 and 2 MIC, the <italic>Acetobacter</italic> sp. cells underwent significant alterations in morphology, displaying pronounced damage. Some bacterial cells exhibited deformation, shrinkage, and malformation (<xref ref-type="fig" rid="F2">Figures 2E,F</xref>). The morphological changes of the <italic>Acetobacter</italic> sp. may be attributed to the impact of proanthocyanidins on membrane integrity and permeability, resulting in the release of intracellular materials such as ions, proteins and genetic materials, ultimately leading to bacterial cell wall lysis, membrane instability, and abnormal morphology. The SEM results revealed that proanthocyanidins induced alterations in the cellular morphology, disrupted the normal functioning of the cell membrane, and thus exerted inhibitory effects on the growth of <italic>Acetobacter</italic> sp.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Morphology of <italic>Acetobacter</italic> sp. cells as examined under a scanning electron microscope (SEM). <italic>Acetobacter</italic> sp. treated with proanthocyanidins at 0 <bold>(A)</bold>, Control 1/8 MIC <bold>(B)</bold>, 1/4 MIC <bold>(C)</bold>, 1/2 MIC <bold>(D)</bold>, 1 MIC <bold>(E)</bold> and 2 MIC <bold>(F)</bold>.</p></caption>
<alt-text>Six scanning electron microscope images labeled A to F show clusters of rod-shaped bacteria on surfaces. Each image displays varying densities and arrangements of bacteria with similar scale bars indicating magnification.</alt-text>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-16-1624564-g002.tif"/>
</fig>
</sec>
<sec id="S3.SS3">
<title>3.3 Alterations in membrane permeability of <italic>Acetobacter</italic> sp.</title>
<p>To assess the impact of proanthocyanidins on the permeability of <italic>Acetobacter</italic> sp. membranes, intracellular proteins and nucleic acids leakage were measured. The release of nucleic acids and proteins into the supernatant of <italic>Acetobacter</italic> sp. after proanthocyanidins treatment for 4 h was shown in <xref ref-type="fig" rid="F3">Figure 3A</xref>. Nucleic acids exhibited characteristic peaks at 260 nm, while proteins displayed peaks at 280 nm, with their concentrations being directly proportional to the absorption values. The OD<sub>260</sub> values for <italic>Acetobacter</italic> sp. treated with 1/2 and 2 MIC were 2.23 and 6.35-fold higher, respectively, compared to the control group, while the OD<sub>280</sub> values exhibited a respective increase of 2.42 and 8.28-fold. <xref ref-type="fig" rid="F3">Figure 3A</xref> indicated that as the concentration of proanthocyanidins increases, the nucleic acids and proteins leaked by <italic>Acetobacter</italic> sp. also increased continuously. Similarly, the light density of <italic>V. cholerae</italic> suspensions treated with flavonoids glycosides increased significantly at 260 nm, indicating a loss of nucleic acids through the damaged cell membrane (<xref ref-type="bibr" rid="B37">Tagousop et al., 2018</xref>). The measurement of cell leakage markers, specifically absorbance at 260 and 280 nm, has been demonstrated as an effective indicator for assessing membrane permeability. This approach reflects the integrity of cell membranes and the release of internal components (<xref ref-type="bibr" rid="B2">Bajpai et al., 2013</xref>; <xref ref-type="bibr" rid="B24">Moghimi et al., 2016</xref>). Cell membrane permeability and integrity are crucial factors that influence the normal growth and metabolic processes of bacteria. The results of this study indicated that proanthocyanidins damaged cell membranes, affected their permeability and integrity, resulted in the leakage of nucleic acids, proteins and other intracellular macromolecules, and seriously led to cell death.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p><bold>(A)</bold> Intracellular nucleic acids (OD<sub>260</sub>) and proteins (OD<sub>280</sub>) leakage of <italic>Acetobacter</italic> sp. treated with different proanthocyanidins concentrations. <bold>(B)</bold> Changes of ROS and SOD activity in <italic>Acetobacter</italic> sp. cultured with different concentrations of proanthocyanidins. Different letters indicate significant differences (<italic>p</italic> &#x003C; 0.05).</p></caption>
<alt-text>&#x201C;(A) Bar chart depicting absorbance at OD280 and OD260 across different proanthocyanidin concentrations: 0, 1/4 MIC, 1/2 MIC, 1 MIC, and 2 MIC. Absorbance increases with concentration, with OD280 consistently higher than OD260. (B) Bar chart showing SOD and ROS activity across various proanthocyanidin concentrations. SOD activity is shown in purple, and ROS activity in orange. Both activities generally increase with concentration, with key differences at specific concentrations.&#x201D;</alt-text>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-16-1624564-g003.tif"/>
</fig>
</sec>
<sec id="S3.SS4">
<title>3.4 Oxidative stress of proanthocyanidins to <italic>Acetobacter</italic> sp. membrane</title>
<p>Oxidative stress refers to the excessive generation of intracellular ROS, leading to detrimental effects on lipids, DNA, and proteins and thus destroying the oxidation and reduction balance in the cell. Antibiotics not only play an antibacterial role by binding to specific targets, but also cause oxidative stress to bacteria by inducing the accumulation of ROS (<xref ref-type="bibr" rid="B46">Wu et al., 2022</xref>; <xref ref-type="bibr" rid="B47">Xu et al., 2024</xref>). Therefore, the oxidative stress of proanthocyanidins on <italic>Acetobacter</italic> sp. cell membrane was further investigated (<xref ref-type="fig" rid="F3">Figure 3B</xref>). ROS play a role in diverse cellular processes encompassing cell growth, proliferation, development and differentiation, senescence, apoptosis, as well as various physiological and pathological phenomena (<xref ref-type="bibr" rid="B46">Wu et al., 2022</xref>). It was not difficult to find that the relative fluorescence intensity representing ROS content gradually increases with escalating concentrations of proanthocyanidins. The findings suggested a greatly stimulation of ROS generation in <italic>Acetobacter</italic> sp. by proanthocyanidins. At a concentration of 3/4 MIC, the relative fluorescence intensity was observed to be 2.35-fold higher than that of the control group. The substantial accumulation of ROS may be one of the reasons why cells gradually lose the ability to function normally. Interestingly, the relative fluorescence intensity of ROS increased first and then decreased. Upon surpassing a concentration of 1 MIC, the relative fluorescence intensity displayed a declining trend, it remained higher than that observed in the control group. This phenomenon can be attributed to the high concentration of proanthocyanidins, which induces a rapid decline in the activity or even mortality of certain <italic>Acetobacter</italic> sp.. The DHE fluorescence probe used for detection was only loaded into living cells, resulting in a reduction in the detected fluorescence intensity.</p>
<p>SOD is a vital antioxidant enzyme in living organisms, serving as a crucial scavenger of oxygen-free radicals. It plays an important role in catalyzing the disproportionation reaction of superoxide anion (O<sub>2</sub><sup>&#x2013;</sup>) and maintaining internal environment homeostasis (<xref ref-type="bibr" rid="B32">Rapacka-Zdonczyk et al., 2021</xref>). The activity of SOD in <italic>Acetobacter</italic> sp. is frequently employed for assessing the resistance of microorganisms to oxidative damage induced by adverse external conditions. With increasing concentrations of proanthocyanidins during incubation, the activity of SOD in <italic>Acetobacter</italic> sp. a noticeable upward trend was observed in the SOD activity, and the total SOD activity even reached 0.02876 U/10<sup>4</sup>Cell at 2 MIC, which was 6.7 times that of the untreated group. The findings demonstrated that <italic>Acetobacter</italic> sp. produced a large amount of O<sub>2</sub><sup>&#x2013;</sup> under the action of proanthocyanidins. These O<sub>2</sub><sup>&#x2013;</sup> attacked the polyunsaturated fatty acids in the cell membrane and caused lipid peroxidation, which induced the cells to resist by increasing the activity of total SOD (<xref ref-type="bibr" rid="B14">Johnson and Hug, 2019</xref>).</p>
</sec>
<sec id="S3.SS5">
<title>3.5 Effect of proanthocyanidins on membrane proteins</title>
<p>There are a large number of membrane proteins composed of amino acids on the bacterial cell membrane, in which tryptophan (Trp), tyrosine (Tyr), and phenylalanine (Phe) are the main fluorescence groups of membrane proteins (<xref ref-type="bibr" rid="B48">Ye et al., 2007</xref>). The positioning of these residues within the proteins can be determined by employing KI, a fluorescence quencher that effectively suppresses the fluorescence emitted by surface residues present in membrane proteins, while leaving the fluorescence spectra of internal residues unaffected. <xref ref-type="fig" rid="F4">Figures 4A,C,E</xref> illustrated the impact of KI on the fluorescence emission spectra of Phe, Trp and Tyr residues with the fixed excitation wavelengths of 258, 280, and 296 nm, respectively. As the concentration of KI increased, a significant decrease in fluorescence intensity was observed for Phe while no apparent quenching effect was observed for Trp and Tyr residues. This revealed that Phe residues are primarily found on the exterior of the membrane proteins in <italic>Acetobacter</italic> sp., whereas Trp and Tyr residues are predominantly situated within the membrane (<xref ref-type="bibr" rid="B48">Ye et al., 2007</xref>). <xref ref-type="fig" rid="F4">Figures 4B,D,F</xref> showed the fluorescence spectra of Phe, Trp, and Tyr residues when exposed to varying concentrations of proanthocyanidins. It was observed that the maximum emission intensity for these residues significantly diminished as the concentration of proanthocyanidins increased, accompanied by a red-shift phenomenon. This indicated that proanthocyanidins interact with membrane proteins of <italic>Acetobacter</italic> sp., leading to conformational changes of membrane proteins and causing the membrane proteins to unfold and expose the internal hydrophobic residues. As a result, more internal Phe, Trp and Tyr residues were exposed to the membrane proteins surface, facilitating increased interaction between proanthocyanidins and these residues for fluorescence quenching. The results implied that proanthocyanidins have the potential to influence the cellular membrane structure by interacting with proteins on <italic>Acetobacter</italic> sp.&#x2019;s cell membrane.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Fluorescence spectra of amino acids residues Phe <bold>(A,B)</bold>, &#x03BB;<sub>ex</sub> = 258 nm), Trp <bold>(C,D)</bold>, &#x03BB;<sub>ex</sub> = 280 nm), Tyr <bold>(E,F)</bold>, &#x03BB;<sub>ex</sub> = 296 nm) of <italic>Acetobacter</italic> sp. cells membrane proteins in the various concentrations of KI (<bold>A</bold>, <bold>C</bold> and <bold>E</bold>) and proanthocyanidins (<bold>B</bold>, <bold>D</bold> and <bold>F</bold>), respectively.</p></caption>
<alt-text>Six graphs labeled A through F display fluorescence intensity versus wavelength in nanometers. Graphs A, C, and E show different molarity levels from zero to three molars, with decreasing intensity. Graphs B, D, and F show control and various MIC levels from one-eighth to two MIC, also with decreasing intensity. Wavelengths range between two hundred ninety and four hundred fifty nanometers across all graphs.</alt-text>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-16-1624564-g004.tif"/>
</fig>
</sec>
<sec id="S3.SS6">
<title>3.6 Evolution of membrane fatty acids in <italic>Acetobacter</italic> sp.</title>
<p>The antibacterial effect of antibacterial substances is attributed to their ability to disrupt and impair the structure and fluidity of the cell membrane, as evidenced by numerous studies (<xref ref-type="bibr" rid="B52">Zhu B. et al., 2014</xref>). The alteration in membrane fluidity primarily resulted from variations in the fatty acid composition of the cell membrane. The membrane fatty acid detection results of <italic>Acetobacter</italic> sp. were presented in <xref ref-type="table" rid="T1">Table 1</xref>, in which a total of 13 fatty acids were identified. The predominant fatty acid components in <italic>Acetobacter</italic> sp. cell membrane were tetradecanoic acid (C14:0), 2-hydroxy-tetradecanoic acid (2-OH C14:0), Hexadecanoic acid (C16:0), 2-hydroxy Palmitic Acid (2-OH C16:0), 3-hydroxy Palmitic Acid (3-OH C16:0), stearic acid (C18:0), 9-Octadecenoic Acid (C18:1&#x03C9;9), cis-9,10-Methyleneoctadecanoic Acid (C19:Cyclo). It should be noted that more than 55% of the fatty acids in the untreated <italic>Acetobacter</italic> sp. were unsaturated fatty acids (UFAs), which increased with increasing concentrations of proanthocyanidins. When cultured with 3/4 MIC proanthocyanidins, the maximum proportion of UFAs in the membrane of <italic>Acetobacter</italic> sp. reached 62.84%. It has been shown that UFAs increase in response to adverse environments such as low growth temperatures, acid intimidation, ethanol intimidation and oxidative stress (<xref ref-type="bibr" rid="B1">Alvarez-Ordonez et al., 2008</xref>). For example, the UFAs content of <italic>E. coli</italic> and <italic>Salmonella Typhimurium</italic> significantly increased when grown in a medium containing hexanal and carvacrol (<xref ref-type="bibr" rid="B21">Luz et al., 2014</xref>; <xref ref-type="bibr" rid="B30">Patrignani et al., 2008</xref>). Meanwhile, the proportion of saturated fatty acids (SFAs) in cell membranes decreased from 29.64 to 21.23% when cultured with 3/4 MIC proanthocyanidins. Generally, the increase in the content of UFAs tends to increase the membrane fluidity, whereas SFAs and cyclic fatty acids contribute to a more organized and compact membrane structure, resulting in decreased membrane fluidity (<xref ref-type="bibr" rid="B6">Di Pasqua et al., 2006</xref>). This implied that proanthocyanidins influence the fatty acid composition of <italic>Acetobacter</italic> sp. cell membranes, potentially leading to increased membrane fluidity.</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Cell membrane fatty acids composition of <italic>Acetobacter</italic> sp. grown in the medium with different concentrations of proanthocyanidins.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Fatty acids</td>
<td valign="top" align="left" colspan="4" style="color:#ffffff;background-color: #7f8080;">Total composition (%) at different proanthocyanidins concentrations</td>
</tr>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">0</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">1/4 MIC</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">1/2 MIC</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">3/4 MIC</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">C12:0</td>
<td valign="top" align="center">0.22 &#x00B1; 0.02<sup>bc</sup></td>
<td valign="top" align="center">0.29 &#x00B1; 0.02<sup>a</sup></td>
<td valign="top" align="center">0.17 &#x00B1; 0.04<sup>c</sup></td>
<td valign="top" align="center">0.24 &#x00B1; 0.03<sup>ab</sup></td>
</tr>
<tr>
<td valign="top" align="left">C14:0</td>
<td valign="top" align="center">2.25 &#x00B1; 0.11<sup>c</sup></td>
<td valign="top" align="center">3.40 &#x00B1; 0.08<sup>b</sup></td>
<td valign="top" align="center">3.73 &#x00B1; 0.11<sup>a</sup></td>
<td valign="top" align="center">3.67 &#x00B1; 0.13<sup>a</sup></td>
</tr>
<tr>
<td valign="top" align="left">C14:0 (2-OH)</td>
<td valign="top" align="center">4.17 &#x00B1; 0.09<sup>d</sup></td>
<td valign="top" align="center">4.61 &#x00B1; 0.12<sup>c</sup></td>
<td valign="top" align="center">5.58 &#x00B1; 0.09<sup>b</sup></td>
<td valign="top" align="center">5.86 &#x00B1; 0.16<sup>a</sup></td>
</tr>
<tr>
<td valign="top" align="left">C15:0</td>
<td valign="top" align="center">0.14 &#x00B1; 0.04<sup>b</sup></td>
<td valign="top" align="center">0.34 &#x00B1; 0.06<sup>a</sup></td>
<td valign="top" align="center">0.13 &#x00B1; 0.06<sup>b</sup></td>
<td valign="top" align="center">0.17 &#x00B1; 0.03<sup>b</sup></td>
</tr>
<tr>
<td valign="top" align="left">C16:0</td>
<td valign="top" align="center">15.29 &#x00B1; 0.07<sup>a</sup></td>
<td valign="top" align="center">14.28 &#x00B1; 0.04<sup>b</sup></td>
<td valign="top" align="center">13.72 &#x00B1; 0.10<sup>c</sup></td>
<td valign="top" align="center">11.87 &#x00B1; 0.14<sup>d</sup></td>
</tr>
<tr>
<td valign="top" align="left">C16:0 (2-OH)</td>
<td valign="top" align="center">5.68 &#x00B1; 0.24<sup>c</sup></td>
<td valign="top" align="center">5.89 &#x00B1; 0.27<sup>c</sup></td>
<td valign="top" align="center">6.53 &#x00B1; 0.28<sup>b</sup></td>
<td valign="top" align="center">7.11 &#x00B1; 0.34<sup>a</sup></td>
</tr>
<tr>
<td valign="top" align="left">C16:0 (3-OH)</td>
<td valign="top" align="center">2.36 &#x00B1; 0.12<sup>a</sup></td>
<td valign="top" align="center">2.43 &#x00B1; 0.05<sup>a</sup></td>
<td valign="top" align="center">2.05 &#x00B1; 0.07<sup>b</sup></td>
<td valign="top" align="center">1.71 &#x00B1; 0.08<sup>c</sup></td>
</tr>
<tr>
<td valign="top" align="left">C16:1&#x03C9;9</td>
<td valign="top" align="center">0.71 &#x00B1; 0.15<sup>a</sup></td>
<td valign="top" align="center">0.60 &#x00B1; 0.08<sup>a</sup></td>
<td valign="top" align="center">0.38 &#x00B1; 0.03<sup>b</sup></td>
<td valign="top" align="center">0.23 &#x00B1; 0.06<sup>b</sup></td>
</tr>
<tr>
<td valign="top" align="left">C17:0</td>
<td valign="top" align="center">0.15 &#x00B1; 0.08<sup>b</sup></td>
<td valign="top" align="center">0.46 &#x00B1; 0.04<sup>a</sup></td>
<td valign="top" align="center">0.15 &#x00B1; 0.02<sup>b</sup></td>
<td valign="top" align="center">0.22 &#x00B1; 0.10<sup>b</sup></td>
</tr>
<tr>
<td valign="top" align="left">C18:0</td>
<td valign="top" align="center">11.58 &#x00B1; 0.22<sup>a</sup></td>
<td valign="top" align="center">8.02 &#x00B1; 0.17<sup>b</sup></td>
<td valign="top" align="center">7.29 &#x00B1; 0.16<sup>c</sup></td>
<td valign="top" align="center">5.06 &#x00B1; 0.21<sup>d</sup></td>
</tr>
<tr>
<td valign="top" align="left">C18:1&#x03C9;9</td>
<td valign="top" align="center">56.19 &#x00B1; 0.31<sup>d</sup></td>
<td valign="top" align="center">57.91 &#x00B1; 0.46<sup>c</sup></td>
<td valign="top" align="center">58.91 &#x00B1; 0.53<sup>b</sup></td>
<td valign="top" align="center">62.61 &#x00B1; 0.59<sup>a</sup></td>
</tr>
<tr>
<td valign="top" align="left">C18:0 (3-OH)</td>
<td valign="top" align="center">0.77 &#x00B1; 0.05<sup>c</sup></td>
<td valign="top" align="center">1.32 &#x00B1; 0.05<sup>a</sup></td>
<td valign="top" align="center">0.95 &#x00B1; 0.06<sup>b</sup></td>
<td valign="top" align="center">0.94 &#x00B1; 0.03<sup>b</sup></td>
</tr>
<tr>
<td valign="top" align="left">C19:cyclo</td>
<td valign="top" align="center">0.48 &#x00B1; 0.04<sup>a</sup></td>
<td valign="top" align="center">0.45 &#x00B1; 0.03<sup>a</sup></td>
<td valign="top" align="center">0.40 &#x00B1; 0.10<sup>ab</sup></td>
<td valign="top" align="center">0.30 &#x00B1; 0.07<sup>b</sup></td>
</tr>
<tr>
<td valign="top" align="left">UFAs</td>
<td valign="top" align="center">56.90 &#x00B1; 0.46<sup>c</sup></td>
<td valign="top" align="center">58.52 &#x00B1; 0.54<sup>b</sup></td>
<td valign="top" align="center">59.29 &#x00B1; 0.56<sup>b</sup></td>
<td valign="top" align="center">62.84 &#x00B1; 0.65<sup>a</sup></td>
</tr>
<tr>
<td valign="top" align="left">SFAs</td>
<td valign="top" align="center">29.64 &#x00B1; 0.54<sup>a</sup></td>
<td valign="top" align="center">26.79 &#x00B1; 0.41<sup>b</sup></td>
<td valign="top" align="center">25.19 &#x00B1; 0.49<sup>c</sup></td>
<td valign="top" align="center">21.23 &#x00B1; 0.64<sup>d</sup></td>
</tr>
<tr>
<td valign="top" align="left">HFAs</td>
<td valign="top" align="center">12.98 &#x00B1; 0.50<sup>c</sup></td>
<td valign="top" align="center">14.25 &#x00B1; 0.44<sup>b</sup></td>
<td valign="top" align="center">15.12 &#x00B1; 0.50<sup>ab</sup></td>
<td valign="top" align="center">15.63 &#x00B1; 0.61<sup>a</sup></td>
</tr>
<tr>
<td valign="top" align="left">CFAs</td>
<td valign="top" align="center">0.48 &#x00B1; 0.04<sup>a</sup></td>
<td valign="top" align="center">0.45 &#x00B1; 0.03<sup>a</sup></td>
<td valign="top" align="center">0.40 &#x00B1; 0.10<sup>ab</sup></td>
<td valign="top" align="center">0.30 &#x00B1; 0.07<sup>b</sup></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Different letters in the same line indicate significant differences (<italic>p</italic> &#x003C; 0.05). HFAs and CFAs represent hydroxy fatty acids and cyclic fatty acids, respectively.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="S3.SS7">
<title>3.7 Changes in intracellular enzyme activity of <italic>Acetobacter</italic> sp.</title>
<p>Some studies have shown that the antibacterial mechanism of polyphenols is not a single model, in addition to destroying microbial cell membranes, it may also act on biomacromolecules such as enzymes and DNA in cells (<xref ref-type="bibr" rid="B44">Wang et al., 2017b</xref>). ADH/ALDH, as crucial acidogenic enzymes in acetic acid bacteria, is able to convert ethanol into acetic acid, leading to an increase in volatile acidity in wine. The relative residual activities (RRA) of major intracellular enzymes (ADH/ALDH) of <italic>Acetobacter</italic> sp. were shown in <xref ref-type="fig" rid="F5">Figure 5</xref>. The RRA of ADH/ALDH in <italic>Acetobacter</italic> sp. exhibited a declining trend as the concentration of proanthocyanidins treatment increased. The RRA of ADH and ALDH was 73.24 and 61.25% respectively when 1/4 MIC proanthocyanidins were added for 2 h. Gradually, With the increase of proanthocyanidins concentration to 2 MIC, the activities of two major enzymes decreased to 31.93 and 11.35%, respectively. These results demonstrated that proanthocyanidins intimidation significantly impacted the RRA of enzymes (ADH/ALDH) in <italic>Acetobacter</italic> sp.. Higher concentrations of proanthocyanidins corresponded to lower RRA values for these intracellular enzymes. In addition, ALDH was more sensitive to proanthocyanidins at the same concentration, and the reduction of enzyme activity was more severe (<xref ref-type="fig" rid="F5">Figure 5</xref>). It was confirmed that proanthocyanidins not only impacted the cellular membrane structure and function of <italic>Acetobacter</italic> sp., but also influenced intracellular enzyme activity, and had an inhibitory effect on the acid-producing capacity of <italic>Acetobacter</italic> sp.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>Effect of proanthocyanidins on relative residual activity (RRA) of intracellular enzymes (ADH and ALDH) of <italic>Acetobacter</italic> sp.. Different letters indicate significant differences (<italic>p</italic> &#x003C; 0.05).</p></caption>
<alt-text>Bar graph showing the effects of proanthocyanidins concentration on RRA percentage for ADH and ALDH. As concentration increases from zero to two MIC, RRA% decreases. ADH bars are purple, ALDH bars are red, each marked with different letters indicating statistical significance.</alt-text>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-16-1624564-g005.tif"/>
</fig>
</sec>
<sec id="S3.SS8">
<title>3.8 Binding of proanthocyanidins to DNA of <italic>Acetobacter</italic> sp.</title>
<p>Competitive binding experiments were conducted using ethidium bromide (EB) and Hoechst-33258 to further elucidate the interaction pattern between proanthocyanidins and the DNA of <italic>Acetobacter</italic> sp.. EB is a cationic conjugated planar molecule with weak fluorescence intensity in aqueous environments, but can greatly enhance the fluorescence intensity of DNA due to embedding in DNA (<xref ref-type="bibr" rid="B12">Hu et al., 2019</xref>). As a result, EB has been employed as an effective DNA fluorescent probe to elucidate the interaction between DNA and small molecules or proteins. As shown in <xref ref-type="fig" rid="F6">Figure 6A</xref>, the incorporation of proanthocyanidins into the EB-DNA system exhibited negligible impact on the fluorescence intensity of the EB-DNA complex, which indicated that proanthocyanidins were incapable of displacing EB from its association with DNA (<xref ref-type="bibr" rid="B16">Li et al., 2020</xref>). Hence, it was proved that the binding mode between proanthocyanidins and DNA is non-intercalation (<xref ref-type="bibr" rid="B18">Liu et al., 2015</xref>).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption><p>Fluorescence spectra of the EB-DNA <bold>(A)</bold> and Hoechst-DNA <bold>(B)</bold> system with increasing concentrations of proanthocyanidins. <bold>(C)</bold> Molecular docked structures of proanthocyanidins complexed with DNA. The figure represented minor groove binding of proanthocyanidins with dodecamer d(CGCGAATTCGCG)<sub>2</sub> (PDB ID: 453D). <bold>(D)</bold> The possibility of hydrogen bonds formed by proanthocyanidins binding to DNA.</p></caption>
<alt-text>Graph A shows fluorescence intensity versus wavelength for different conditions: Control, 1/2 MIC, 1 MIC, and 2 MIC. Graph B is similar but covers a different wavelength range. Image C is a 3D molecular structure with highlighted binding sites. Image D shows a detailed molecular interaction with labeled distances between atoms.</alt-text>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-16-1624564-g006.tif"/>
</fig>
<p>In another experiment, Hoechst-33258, as a fluorescent probe, was observed to bind specifically to DNA through groove mode, resulting in enhanced fluorescence characteristics upon binding (<xref ref-type="bibr" rid="B10">Guan et al., 2006</xref>). When molecules with a groove binding pattern compete with Hoechst for binding sites on DNA, the fluorescence intensity will be greatly reduced (<xref ref-type="bibr" rid="B34">Rehman et al., 2015</xref>). A significant fluorescence quenching was observed when proanthocyanidins were added into the Hoechst-DNA system (<xref ref-type="fig" rid="F6">Figure 6B</xref>). As the concentration of proanthocyanidins increased, a significant reduction in fluorescence intensity was noted compared to the control group. This observation suggested that both proanthocyanidins and Hhoechst-33258 are capable of binding to DNA and competing for the binding sites, which ultimately led to a decrease in the fluorescence intensity of the Hoechst-DNA complex. Thus, the experiments demonstrated that proanthocyanidins exhibit groove binding mode interaction with DNA and can bind to the Hoechst-DNA complex, effectively competing with Hoechst for DNA binding sites in <italic>Acetobacter</italic> sp.</p>
</sec>
<sec id="S3.SS9">
<title>3.9 Molecular docking</title>
<p>Molecular docking helps visualize how small molecule ligands interact with receptors, which may further validate the previous experimental results (<xref ref-type="bibr" rid="B4">Charak et al., 2012</xref>). As a highly automated tool, molecular docking can not only predict ligand-receptor binding patterns and the most efficient sites for binding, but also calculate the binding energy of ligand-receptor interactions using more detailed molecular mechanics (<xref ref-type="bibr" rid="B35">Sarwar et al., 2015</xref>). To validate the binding mode of proanthocyanidins to DNA, as determined in previous experiments, molecular docking analysis was conducted following the experimental protocol described earlier. Generally, a docking result was considered reliable when the binding free energy was below &#x2212;1.2 kcal/mol (<xref ref-type="bibr" rid="B15">Khajeh et al., 2018</xref>). The obtained results are presented in <xref ref-type="fig" rid="F6">Figures 6C,D</xref>. The proanthocyanidins were shown to have optimal fit within the minor groove of DNA, exhibiting a minimal binding energy of &#x2212;6.88 kcal/mol, thereby indicating a relatively high binding potential for the proanthocyanidin-DNA complex. The binding site was identified in the region rich in Adenine and Thymine, with interactions facilitated by multiple hydrogen bonds. In this conformation, proanthocyanidins primarily interacted with Guanine (DT-8) and Thymine (DG-10) on one of the chains of the DNA double helix via one and three hydrogen bonds, respectively. At the same time, it interacted with Thymine (DT-19, DT-20) on the other chain by three hydrogen bonds. Hence, the complementarity of previous spectroscopic experiments and molecular docking results further confirmed that proanthocyanidins and DNA bound to each other through a minor groove pattern. Regardless of the mechanism by which proanthocyanidins may enter the <italic>Acetobacter</italic> sp. cells, it was shown that there was extensive interaction between proanthocyanidins and DNA dodecamerer, and they interacted through minor grooves. Further, this combination may potentially block DNA replication pathways, thereby inhibiting the proliferation of <italic>Acetobacter</italic> sp.</p>
</sec>
</sec>
<sec id="S4" sec-type="conclusion">
<title>4 Conclusion</title>
<p>In this study, the inhibition of proanthocyanidins on the growth of <italic>Acetobacter</italic> sp. was investigated, and the antibacterial mechanism of proanthocyanidins against <italic>Acetobacter</italic> sp. was fully elucidated. The results showed that a certain concentration of proanthocyanidins could inhibit the activity of <italic>Acetobacter</italic> sp. and delay the arrival time of <italic>Acetobacter</italic> sp. to the stationary phase, with a MIC of 2.5 mg/mL. Furthermore, proanthocyanidins disrupted cell morphology and cell membrane integrity in <italic>Acetobacter</italic> sp., leading to the leakage of nucleotides and proteins. Moreover, the antibacterial effects of proanthocyanidins against <italic>Acetobacter</italic> sp. may be partly achieved by causing oxidative damage to the cell membrane, affecting the structure of membrane proteins and altering the composition ratio of membrane fatty acids. After crossing the cell membrane barrier, proanthocyanidins could decrease the activity of ADH/ALDH, thereby inhibiting the acid-producing capacity of <italic>Acetobacter</italic> sp.. In addition, it interacted with DNA through the groove binding mode and potentially block DNA replication pathways, inhibiting cell function and ultimately leading to cell death. The results indicated that proanthocyanidins represent an attractive and promising bacteriostatic agent with significant inhibitory effects against <italic>Acetobacter</italic> sp.</p>
</sec>
</body>
<back>
<sec id="S5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="S6" sec-type="author-contributions">
<title>Author contributions</title>
<p>E-FR: Data curation, Conceptualization, Writing &#x2013; original draft, Investigation, Visualization. XF: Writing &#x2013; original draft, Investigation, Visualization, Conceptualization, Data curation. YF: Investigation, Writing &#x2013; original draft, Conceptualization, Visualization, Data curation. KL: Writing &#x2013; review &#x0026; editing, Investigation. X-AZ: Writing &#x2013; review &#x0026; editing. Q-HW: Writing &#x2013; review &#x0026; editing. J-LC: Writing &#x2013; review &#x0026; editing, Resources. ZH: Writing &#x2013; review &#x0026; editing. SC: Writing &#x2013; review &#x0026; editing. DN: Writing &#x2013; review &#x0026; editing, Validation, Supervision, Funding acquisition.</p>
</sec>
<sec id="S7" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This research was supported by the Science and Technology Plan Project of Guangxi Province (AD23026214), the National Natural Science Foundation of China (32102133), the Natural Science Foundation of Guangxi Province (2022GXNSFAA035559), the Guangxi Innovation Team Project of Soybean and Oil Crops of Modern Agricultural Industrial Technology System of China (nycytxgxcxtd-2023-22-03), and the Academy of Sugarcane and Sugar Industry of Guangxi University (ASSI-2023002, 2024007).</p>
</sec>
<sec id="S8" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="S9" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The authors declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec id="S10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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