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<journal-id journal-id-type="publisher-id">Front. Food. Sci. Technol.</journal-id>
<journal-title>Frontiers in Food Science and Technology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Food. Sci. Technol.</abbrev-journal-title>
<issn pub-type="epub">2674-1121</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="publisher-id">1361817</article-id>
<article-id pub-id-type="doi">10.3389/frfst.2024.1361817</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Food Science and Technology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Mechanisms of microbial photoinactivation by curcumin&#x2019;s micellar delivery</article-title>
<alt-title alt-title-type="left-running-head">Ryu et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/frfst.2024.1361817">10.3389/frfst.2024.1361817</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Ryu</surname>
<given-names>Victor</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
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<contrib contrib-type="author">
<name>
<surname>Ghoshal</surname>
<given-names>Mrinalini</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Chuesiang</surname>
<given-names>Piyanan</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
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<contrib contrib-type="author">
<name>
<surname>Ruiz-Ramirez</surname>
<given-names>Silvette</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>McLandsborough</surname>
<given-names>Lynne</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Corradini</surname>
<given-names>Maria G.</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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<aff id="aff1">
<sup>1</sup>
<institution>Department of Food Science</institution>, <institution>University of Massachusetts Amherst</institution>, <addr-line>Amherst</addr-line>, <addr-line>MA</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Microbiology, University of Massachusetts Amherst</institution>, <addr-line>Amherst</addr-line>, <addr-line>MA</addr-line>, <country>United States</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Food Technology</institution>, <institution>Faculty of Science</institution>, <institution>Chulalongkorn University</institution>, <addr-line>Bangkok</addr-line>, <country>Thailand</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Food Science and Technology</institution>, <institution>Ohio State University</institution>, <addr-line>Columbus</addr-line>, <addr-line>OH</addr-line>, <country>United States</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Food Science Department and Arrell Food Institute</institution>, <institution>University of Guelph</institution>, <addr-line>Guelph</addr-line>, <addr-line>ON</addr-line>, <country>Canada</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2118225/overview">Dong Uk Ahn</ext-link>, Iowa State University, United States</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/463984/overview">Karl Matthews</ext-link>, Rutgers, The State University of New Jersey, United States</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2144384/overview">Jingwen Gao</ext-link>, Rutgers, The State University of New Jersey, United States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Lynne McLandsborough, <email>lm@foodsci.umass.edu</email>; Maria G. Corradini, <email>mcorradi@uoguelph.ca</email>
</corresp>
<fn fn-type="present-address" id="fn1">
<label>
<sup>&#x2020;</sup>
</label>
<p>
<bold>Present address:</bold> Victor Ryu, Victor Ryu, USDA, ARS, Eastern Regional Research Center, Wyndmoor, PA, United States</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>08</day>
<month>03</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>4</volume>
<elocation-id>1361817</elocation-id>
<history>
<date date-type="received">
<day>26</day>
<month>12</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>27</day>
<month>02</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Ryu, Ghoshal, Chuesiang, Ruiz-Ramirez, McLandsborough and Corradini.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Ryu, Ghoshal, Chuesiang, Ruiz-Ramirez, McLandsborough and Corradini</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>
<bold>Introduction:</bold> Microbial photoinactivation using UV light can be enhanced by the addition of food-grade photosensitizers (PSs), such as curcumin. Micellization of curcumin can improve its stability and antimicrobial activity. The objective of this study was to investigate the potential mechanisms that contribute to the photoinactivation of <italic>Escherichia coli</italic> O157: H7 and <italic>Listeria innocua</italic> by curcumin-loaded surfactant solutions produced with Surfynol 465 (S465) or Tween 80 (T80) below, near, and above their critical micelle concentration (CMC).</p>
<p>
<bold>Methods:</bold> Stock curcumin-surfactant solutions were produced with S465 or T80 (5&#xa0;mM sodium citrate buffer, pH 3.5). Mixtures of each bacterial suspension (initial inoculum &#x3d; 6 LogCFU/mL), 1&#xa0;&#xb5;M curcumin, and surfactants were irradiated with UV-A light (&#x3bb; &#x3d; 365&#xa0;nm) for 5&#xa0;min. Microbial recovery after treatments was assessed by monitoring the growth of the treated <italic>E</italic>. <italic>coli</italic> O157: H7 or <italic>L</italic>. <italic>innocua</italic> using an oCelloscope&#x2122;. The growth curves were characterized using a modified logistic model.</p>
<p>
<bold>Results and Discussion:</bold> Both gram-positive and gram-negative bacteria showed less and slower recovery when treated with curcumin-S465 (near or at CMC) than curcumin-T80 solutions after irradiation. FLIM micrographs suggested that curcumin was preferentially localized at the cell membrane when S465 was present, as evidenced by its longer lifetimes in samples treated with curcumin-S465 solutions. Washing after treatment resulted in the removal of loosely bound or unbound S465-curcumin micelles; hence, both <italic>E. coli</italic> O157: H7 and <italic>L. innocua</italic> recovery was faster. This suggested that curcumin partitioning has a significant role in microbial photoinactivation, possibly due to the production of reactive oxygen species (ROS) closer to/within the membrane. The permeability of the membrane of <italic>E. coli</italic> O157: H7, as inferred from the Live/Dead cell assay, increased when S465 was present, suggesting that S465 can also facilitate inactivation by disrupting the membrane and by favoring the localization of curcumin adjacent to the cell membrane. Therefore, a synergistic antimicrobial effect is observed when curcumin is present alongside S465 at concentrations below or near its CMC due to the disruption of the cell membrane by S465.</p>
</abstract>
<abstract abstract-type="graphical">
<title>Graphical Abstract</title>
<p>
<graphic xlink:href="FRFST_frfst-2024-1361817_wc_abs.tif"/>
</p>
</abstract>
<kwd-group>
<kwd>microbial photoinactivation</kwd>
<kwd>curcumin</kwd>
<kwd>micelle</kwd>
<kwd>photosensitizer</kwd>
<kwd>critical micelle concentration</kwd>
<kwd>growth kinetics</kwd>
<kwd>
<italic>Escherichia coli</italic> O157:H7</kwd>
<kwd>
<italic>Listeria innocua</italic>
</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Food Safety and Quality Control</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Highlights</title>
<p>
<list list-type="simple">
<list-item>
<p>&#x2022; Microbial photoinactivation efficacy is higher when curcumin-Surfynol 465 micelles are used.</p>
</list-item>
<list-item>
<p>&#x2022; Surfynol 465 may disrupt the cell&#x2019;s membrane, enhancing inactivation.</p>
</list-item>
<list-item>
<p>&#x2022; Non-partitioned curcumin may have a significant role in microbial photoinactivation.</p>
</list-item>
</list>
</p>
</sec>
<sec id="s2">
<title>1 Introduction</title>
<p>Microbial photodynamic inactivation (PDI) has received considerable attention as a novel strategy for surface sanitation that could potentially replace the currently used methods. PDI uses photosensitizers (PS) in combination with light in the UV or visible range to produce reactive oxygen species (ROS) that lead to microbial inactivation. The use of food-grade PS, such as riboflavin and curcumin, allows extending the application of this technology to food and food preparation surfaces. Another significant advantage of using PDI is that it does not induce resistance in bacteria, unlike other sanitizing agents (<xref ref-type="bibr" rid="B34">Tsai et al., 2009</xref>). For instance, multiple studies indicated that certain bacteria could adapt to sanitization using peracetic acid, origanum oil, or quaternary ammonium compounds such as benzalkonium chloride (<xref ref-type="bibr" rid="B23">Langsrud et al., 2003</xref>; <xref ref-type="bibr" rid="B28">Romanova et al., 2006</xref>; <xref ref-type="bibr" rid="B1">Becerril et al., 2012</xref>; <xref ref-type="bibr" rid="B16">Gu et al., 2020</xref>). Upon photoexcitation, PSs transfer energy absorbed from the exciting source to acceptor molecules, such as a surrounding substrate or molecular oxygen (<sup>3</sup>O<sub>2</sub>), generating excited singlet oxygen (<sup>1</sup>O<sub>2</sub>) and other ROS (<xref ref-type="bibr" rid="B26">Maisch et al., 2004</xref>; <xref ref-type="bibr" rid="B6">Cossu et al., 2021</xref>). These ROS react with lipids or proteins in the cellular membrane and at different parts of the microorganism, causing oxidative stress, and eventually leading to the loss of its viability (<xref ref-type="bibr" rid="B6">Cossu et al., 2021</xref>). Also, if partitioned deep enough inside the cell, the ROS could react with nucleic acids, DNA and RNA, affecting their functions and producing additional reactive products (<xref ref-type="bibr" rid="B25">Macdonald and Dougherty, 2001</xref>; <xref ref-type="bibr" rid="B6">Cossu et al., 2021</xref>).</p>
<p>The food-grade PS used in this study is curcumin, a polyphenolic compound found in <italic>Curcuma longa</italic> species. Curcumin has been extensively studied due to its various beneficial properties as an antibacterial, antifungal, antiviral and anticancer agent (<xref ref-type="bibr" rid="B37">Zorofchian Moghadamtousi et al., 2014</xref>). Also, it is used as a colorant in food as it imparts yellow color. This study focuses on the photoactivated antimicrobial effects of curcumin. The PS ability of curcumin has been summarized in several reports (<xref ref-type="bibr" rid="B7">Dahl et al., 1989</xref>; <xref ref-type="bibr" rid="B37">Zorofchian Moghadamtousi et al., 2014</xref>; <xref ref-type="bibr" rid="B10">de Oliveira et al., 2018</xref>; <xref ref-type="bibr" rid="B6">Cossu et al., 2021</xref>). Like other PSs used for PDI, such as chlorophyllin, Eosin Y or Rose Bengal, curcumin produces ROS that inactivate bacteria (<xref ref-type="bibr" rid="B6">Cossu et al., 2021</xref>).</p>
<p>Although curcumin is an effective PS, its incorporation into aqueous solutions, which are commonly used for washing vegetables, fruits, or food contact surfaces, is deterred by its inherent instability in water (<xref ref-type="bibr" rid="B10">de Oliveira et al., 2018</xref>) and limited solubility, i.e., 3.12&#xa0;mg/L at 25&#xb0;C (<xref ref-type="bibr" rid="B20">Karaffa, 2013</xref>). Curcumin crystallizes at acidic pHs and degrades at basic pHs in the aqueous phase (<xref ref-type="bibr" rid="B33">T&#xf8;nnesen and Karlsen, 1985</xref>). These limitations hinder curcumin&#x2019;s ability to produce ROS such as <sup>1</sup>O<sub>2</sub> and superoxide (O<sub>2</sub>
<sup>&#x2212;</sup>) in an aqueous environment. However, previous studies reported that <sup>1</sup>O<sub>2</sub> production by curcumin was detected once it was encapsulated in micelles, while there was limited detection in the aqueous phase (<xref ref-type="bibr" rid="B3">Chignell et al., 1994</xref>). The authors attributed the effective <sup>1</sup>O<sub>2</sub> production from curcumin enclosed in micelles to a shift in equilibrium towards curcumin&#x2019;s keto form within this sheltered and less protic environment, which has a higher singlet oxygen quantum yield than its enol form (<xref ref-type="bibr" rid="B3">Chignell et al., 1994</xref>). In addition, <sup>1</sup>O<sub>2</sub> is reported to have a lifetime of 10&#x2013;100 &#xb5;s in organic solvents while it has a lifetime of 2 &#xb5;s in aqueous media as the excited-state energy of singlet oxygen dissipates as heat by O-H stretching of the water molecule (<xref ref-type="bibr" rid="B25">Macdonald and Dougherty, 2001</xref>). Therefore, an appropriate delivery system should be applied to increase curcumin&#x2019;s stability and performance as an antibacterial agent. Previous studies have shown that curcumin encapsulated in surfactant micelles could be stable for an extended period of time (e.g., over 30 days), which also prolonged its photoactivated antimicrobial activity (<xref ref-type="bibr" rid="B11">Duan et al., 2015</xref>; <xref ref-type="bibr" rid="B30">Ryu et al., 2021</xref>). <xref ref-type="bibr" rid="B30">Ryu et al. (2021)</xref> indicated that the characteristics of the surfactant used to produce curcumin-loaded micelles affect its efficacy. For example, the use of a &#x201c;Gemini&#x201d; surfactant such as Surfynol 465 (S465) resulted in synergistic microbial photoinactivation as the surfactant itself had weak bactericidal activity at low pH (<xref ref-type="bibr" rid="B30">Ryu et al., 2021</xref>). However, the exact mechanism responsible for this synergism when both curcumin and S465 were present was not investigated. Therefore, we hypothesized that besides curcumin&#x2019;s inherent ability to perform as a PS and produce ROS, the addition of surfactants could potentially enhance (i) light penetration through water, (ii) chemical stability of curcumin, (iii) partitioning of curcumin inside the cell; and (iv) the extent of time required for recovery of the affected microbial population.</p>
<p>In this study, curcumin-surfactant solutions containing different concentrations of Surfynol 465 (S465) or Tween 80 (T80), which are both approved to be used on food contact surfaces, were produced. Photoinactivation efficacy of these curcumin-surfactant solutions was tested against <italic>Escherichia coli</italic> O157:H7 and <italic>Listeria innocua</italic> by observing their recovery after treatment using an oCelloscope&#x2122;. Also, the contribution of partitioned curcumin to microbial photoinactivation was assessed by washing the cells after incubating them with curcumin or curcumin-surfactant solutions for 1&#xa0;h. This washing step removes loosely bound and unbound curcumin from the cell membrane, allowing only partitioned curcumin to remain in the studied system. The mechanisms behind the synergistic antimicrobial effect of the S465 micelles loaded with curcumin were assessed using Fluorescence Lifetime Imaging Microscopy (FLIM) and a Live/Dead Cell Assay. The purpose of this approach was to evaluate how the surfactant could enhance curcumin&#x2019;s performance against common foodborne pathogenic bacteria.</p>
</sec>
<sec sec-type="materials|methods" id="s3">
<title>2 Materials and methods</title>
<sec id="s3-1">
<title>2.1 Materials</title>
<p>TCI Chemicals provided the curcumin (C2302-5G, purity &#x3e; 97%, Montgomeryville, PA, United States). The nonionic surfactants, namely Surfynol 465 (S465) and Tween 80 (T80), were purchased from Shenzhen Vtolo Industrial Co. Ltd (Shenzhen, Guangdong, China) and Sigma-Aldrich (P1754, St Louis, MI, United States), respectively. The 5&#xa0;mM sodium citrate buffer was prepared using sodium citrate (&#x23;775538, Fisher-Scientific, Waltham, MA, United States) and citric acid monohydrate (C7129, Sigma-Aldrich). Pharmco (Brookfield, CT, United States) was the supplier of the absolute ethanol (&#x23;111000200).</p>
</sec>
<sec id="s3-2">
<title>2.2 Preparation of stock solutions</title>
<p>Curcumin was dissolved in ethanol to prepare a 4&#xa0;mM curcumin stock solution. The curcumin in ethanol stock solution was titrated at 2.5&#xa0;mL/min into the surfactant solution (S465 or T80) and stirred with a magnetic stir bar at 125&#xa0;rpm to obtain a 20&#xa0;&#xb5;M curcumin-surfactant stock solution. The surfactant solution was prepared by dissolving S465 or T80 in 5&#xa0;mM sodium citrate buffer at pH 3.5 for 20&#xa0;min with agitation. After titration, the stock curcumin micelle solution was stirred for additional 15&#xa0;min to determine whether there was a high enough surfactant concentration to solubilize the curcumin (<xref ref-type="bibr" rid="B21">Kharat et al., 2017</xref>). If the concentration of surfactant were too low, shearing would induce nucleation and crystallization of the curcumin. Filter-sterilization of curcumin micelles was done using a 0.45&#xa0;&#xb5;M syringe filter (Cat&#x23; 02915-22, Cole-Palmer, Vernon Hills, IL, United States) and stored at 4&#xb0;C. The concentration of surfactant and curcumin used to produce curcumin-surfactant stock solutions was selected so that 1&#xa0;&#xb5;M curcumin and surfactant concentration below, at, or above the critical micelle concentration (CMC) could be obtained after dilution. The curcumin S465 micelles and curcumin T80 micelles average size was about 6.3 and 15&#xa0;nm respectively as reported by <xref ref-type="bibr" rid="B30">Ryu et al. (2021)</xref>.</p>
</sec>
<sec id="s3-3">
<title>2.3 Encapsulated curcumin after dilution: Stability and photophysical properties</title>
<p>The stability of encapsulated curcumin was determined by diluting the 20&#xa0;&#xb5;M curcumin-surfactant stock curcumin to 1:20 in 5&#xa0;mM sodium citrate buffer (pH 3.5) and measuring its absorbance at 10&#xa0;min intervals over 1&#xa0;h with a UV-visible spectrophotometer (Shimadzu Scientific, Kyoto, Japan). The solutions were placed into 1-cm light path quartz cuvettes (FireflySci Inc., Staten Island, NY, United States), and their absorbance was measured at 425&#xa0;nm and 5-nm slit. The fluorescence intensity of the curcumin solution (1&#xa0;&#xb5;M) was used to assess the lack of precipitation and stability of the encapsulated curcumin to oxidation. The fluorescence emission spectra of the curcumin and the curcumin-surfactant solutions over time were collected at an excitation wavelength of 365&#xa0;nm over an emission wavelength range of 375&#x2013;600&#xa0;nm using a spectrofluorometer (Fluoromax 4, Horiba Scientific Inc., Edison, NJ, United States). The excitation and emission slits were set at 3 and 4&#xa0;nm, respectively.</p>
</sec>
<sec id="s3-4">
<title>2.4 Preparation and characteristics of the bacterial cultures</title>
<p>
<italic>E. coli</italic> O157:H7 (ATCC-43888, non-toxigenic strain) and <italic>L. innocua</italic> Seelinger (ATCC-51742) were obtained from the American Type Culture Collection (Manassas, VA, United States). A mixture of tryptic soy broth (TSB; Cat&#x23; DF0064-07-6, BD Diagnostic Systems, Berkshire, United Kingdom) and 25% v/v glycerol was used to prepare the <italic>E. coli</italic> O157:H7 suspension. The <italic>L. innocua</italic> Seelinger stock solution was prepared in a mixture of tryptic soy broth with 0.01% yeast extract (TSBYE) and 25% v/v glycerol. Both stocks were stored under freezing conditions, i.e., &#x2212;80&#xb0;C. A loopful of frozen stock was used to produce the working solutions. After the inoculum was transferred to TSB, it was incubated at 37&#xb0;C overnight. Then, the working stocks were streak plated onto MacConkey Sorbitol Agar (MCS; Cat&#x23; 279100, BD Diagnostic Systems) or Modified Oxford Agar (Cat&#x23; 222530, BD Diagnostic Systems) and stored at 4&#xb0;C for a week.</p>
<p>In order to conduct the photoinactivation assay, a colony of <italic>E. coli</italic> O157:H7 or <italic>L</italic>. <italic>innocua</italic> was inoculated into TSB or TSBYE, respectively, and incubated at 37&#xb0;C for 18&#xa0;h on a 125&#xa0;rpm shaker. For each experiment, after 18 h, the cultures were diluted, and their optical density at 600&#xa0;nm (OD600) was measured and adjusted to 0.15 cm<sup>-1</sup> to verify that the initial culture contained about 9 log CFU/mL. Bacteria were then washed twice with PBS and centrifuged at 2000 <italic>g</italic> for 3&#xa0;min. The OD600 of the suspensions was determined again after washing to confirm that no significant loss of bacteria took place. The bacterial counts were confirmed by dilution and plating on Tryptic Soy Agar (TSA; Systems Cat&#x23; 236920, BD Diagnostic Systems) using the spread plate method. The culture was diluted to obtain an initial inoculum of approximately 6 log CFU/mL.</p>
</sec>
<sec id="s3-5">
<title>2.5 Partitioning assay</title>
<sec id="s3-5-1">
<title>2.5.1 Sample preparation</title>
<p>Samples were prepared by replacing a volume of the buffer with different volumes of curcumin-surfactant stock solution so that a series of samples with the same curcumin concentration (1&#xa0;&#xb5;M) but different surfactant concentrations (below, near, and above the CMC) were attained. The bacteria were then incorporated to reach 6 log CFU/mL. Bacteria were preincubated in the curcumin-surfactant solutions for 1&#xa0;h in the dark to determine whether the partitioned curcumin had a significant role in their inactivation. They were then washed once with 5&#xa0;mM sodium citrate buffer (pH 3.5) by centrifugation at 2,000 g for 3&#xa0;min.</p>
</sec>
<sec id="s3-5-2">
<title>2.5.2 Bacterial photoinactivation</title>
<p>2&#xa0;mL of each inoculated solution was transferred to 4 wells in sterile 24-well non-treated plates (Celltreat<sup>&#xae;</sup>, &#x23;229524, Pepperell, MA, United States). After storing the plates in the dark for 5&#xa0;min, they were either incubated in the dark or irradiated for 5&#xa0;min and incubated. The UV irradiation time was selected based on previous efficacy reported with this settings (<xref ref-type="bibr" rid="B10">de Oliveira et al., 2018</xref>). The irradiation was performed using an XL-1500 UV-crosslinker (Spectronic Corporate, Westbury, NY, US) equipped with UV-A light (&#x3bb; &#x3d; 365&#xa0;nm). As stated by the Kasha-Vavilov&#x2019;s rule (<xref ref-type="bibr" rid="B19">Jameson, 2014</xref>), quantum yield is, in general, not affected by the excitation wavelength. Thus, the irradiation source light was selected near the maximum absorbance wavelength of the curcumin (&#x3bb; &#x3d; 424&#xa0;nm). The 24-well plate was placed inside the irradiation chamber on an elevated platform set up 9&#xa0;cm away from the light source. The wells xy position was adjusted to ensure exposure of all wells to an irradiance of 5.2&#x2013;5.4&#xa0;mW/cm<sup>2</sup>. The irradiance and temperature in the wells were corroborated using a UV A/B light meter (&#x23;850009, Sper Scientific, Scottsdale, AZ, United States) and a four-channel data logger (&#x23;800024, Sper Science), respectively. The independent effects of the UV light, each surfactant type and concentration without curcumin, and non-encapsulated curcumin on microbial inactivation were also tested by setting up adequate controls at the selected pH (i.e., 3.5).</p>
</sec>
</sec>
<sec id="s3-6">
<title>2.6 Bacterial growth after photoinactivation</title>
<sec id="s3-6-1">
<title>2.6.1 Monitoring growth using an oCelloscope&#x2122;</title>
<p>The bacteria&#x2019;s ability to grow and its susceptibility toward photoinactivation was assessed using an oCelloscope&#x2122; (BioSense Solution, Farum, Denmark). After photoinactivation, 100&#xa0;&#xb5;L of the treated sample was introduced to 200&#xa0;&#xb5;L of growth medium (2XTSB) in each well of the 96-well plate. The dilution in TSB stops further photoinactivation by curcumin due to the relatively high pH, i.e., &#x223c;7, of the resulting solution (<xref ref-type="bibr" rid="B10">de Oliveira et al., 2018</xref>).</p>
<p>The 96-well plate was placed inside the oCelloscope&#x2122; at room temperature (&#x223c;20&#xb0;C). Ten images were acquired every 1&#xa0;h for 24&#xa0;h, the distance for imaging was fixed at 4.9 &#xb5;m, and the illumination time was 2&#xa0;m. Growth curves of the bacteria over time were determined based on the background-corrected absorption (BCA) algorithm of the Uniexplorer software (Biosense Solutions, version 10.0). The BCA algorithm utilizes data from the z-stacks and the increase in microbial counts is calculated and reported on a logarithmic (base 10) scale. Also, morphological changes of the bacteria due to the photoinactivation treatment were assessed using best-focus images.</p>
</sec>
<sec id="s3-6-2">
<title>2.6.2 Microbial growth modeling</title>
<p>The BCA value at each time interval (i.e., data recorded hourly for a full day) acquired from oCelloscope&#x2122; was used to follow <italic>E. coli</italic> O157:H7 and <italic>Listeria innocua</italic> growth after treatment. The data were characterized using a modified logistic model as described by (<xref ref-type="bibr" rid="B5">Corradini and Peleg, 2005</xref>):<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:mi>Y</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mi>a</mml:mi>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>exp</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mo>&#x2a;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mi>a</mml:mi>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>exp</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mo>&#x2a;</mml:mo>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>where <italic>Y</italic>(<italic>t</italic>) is the ratio between the momentary and initial BCA values, <italic>a</italic> provides a measure of the extent of the growth since it corresponds to the maximum value that the growth curve reached, <italic>k</italic> is the growth rate, and <italic>t</italic>
<sub>
<italic>c</italic>
</sub> indicates the inflection point of the growth curve, which provides information about the time required by the microorganism to grow. The experimental data were adjusted with Eq. <xref ref-type="disp-formula" rid="e1">1</xref> using the nonlinear regression routine available in Mathematica 13.1 (Wolfram Research, Inc. Champaign, IL, United States). The mean squared error was used as a measure of goodness of fit.</p>
</sec>
</sec>
<sec id="s3-7">
<title>2.7 Fluorescence Lifetime Imaging Microscopy (FLIM)</title>
<p>Fluorescence Lifetime Imaging Microscopy (FLIM) was employed to study the characteristics of the local environment around the lumiphore (i.e., curcumin), which can help elucidate the partitioning of this PS into the microbial cells (<xref ref-type="bibr" rid="B4">Colaruotolo et al., 2021</xref>). 10&#xa0;&#x3bc;L of each bacterial culture was placed on a 35&#xa0;mm poly-D-lysine coated dish (P35GC-1.5-10-C, MatTek Life Sciences, Ashland, MA, United States). Cells were dried for 2&#xa0;h under air circulation in a biological safety cabinet. Then, they were treated with 5&#xa0;&#xb5;M curcumin and S465 or T80 (near CMC). To assess curcumin partitioning, cells were washed with buffer after pre-incubation with 5&#xa0;&#xb5;M curcumin and S465 or T80 for 1&#xa0;h and then dried for 10&#xa0;min. The fluorescence lifetime measurements were recorded using a Nikon TiE confocal microscope with an A1 Spectral Detector (Nikon Instruments Inc., Melville, NY, United States) equipped with a FLIM/FCS module. Firstly, the traditional scanning confocal capability of the microscope was used to image the fluorescence of curcumin within each sample. Once a suitable field of view was identified and finely focused, the 405&#xa0;nm pulsed input laser was selected, and the photons emitted were directed to the Becker-Hickl SPC-152/HPM-100&#x2013;40 dual detector system (Boston Electronics). Curcumin fluorescence lifetime was measured using a 50&#xa0;MHz pulse frequency. The recorded fluorescence decays were analyzed using the Becker &#x26; Hickl SPC Image fitting software. The mean fluorescence lifetime of the 256 &#xd7; 256 pixel lifetime images was calculated, and the lifetime decay was characterized using a two-exponential model.</p>
</sec>
<sec id="s3-8">
<title>2.8 Live/dead cell assay</title>
<p>For irradiated or non-irradiated unwashed <italic>E. coli</italic> O157:H7 with curcumin or surfactants (S465 or T80) a live/dead cell assay was performed to measure the proportion of cells that exhibited a permeable membrane. Equal volumes of Syto 9 (S34854, Thermofisher, Waltham, MA, United States) and propidium iodide (25535-16-14, Sigma-Aldrich) were mixed in a centrifuge tube. 3&#xa0;&#x3bc;L of the dye mixture was added to 1&#xa0;mL of the bacterial suspension (7 log CFU/mL). The mixture was then incubated in the dark at room temperature for 15&#xa0;min 20&#xa0;&#x3bc;L of the sample was placed on a 35&#xa0;mm poly-D-lysine coated dish. The fluorescence intensity of the cell-permeable dyes was acquired using a confocal microscope with structured illumination (A1R-SIMe, Nikon Instruments Inc., Melville, NY, United States). Once the appropriate field of view was identified and focused, a 488&#xa0;nm laser was selected to excite the dyes. Obtained micrographs were analyzed using the NIS-Elements software (Nikon Instruments Inc.) to determine the proportion of cells in the sample with a permeable membrane as indicated by the emission intensity of the propidium iodide.</p>
</sec>
<sec id="s3-9">
<title>2.9 Cell injury</title>
<p>The percentage of injured <italic>E. coli</italic> O157:H7 cells in unwashed samples non-irradiated and after irradiation or non-irradiation with curcumin or surfactants (S465 or T80) was determined by comparing the number of colonies on selective (MSC and TSA&#x2b;2.5%NaCl) and nonselective (TSA) agar. The percentage (%) of injury was calculated using Eq. <xref ref-type="disp-formula" rid="e2">2</xref> (<xref ref-type="bibr" rid="B2">Busch and Donnelly, 1992</xref>; <xref ref-type="bibr" rid="B13">Espina et al., 2016</xref>).<disp-formula id="e2">
<mml:math id="m2">
<mml:mrow>
<mml:mi>P</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>r</mml:mi>
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<mml:mi>n</mml:mi>
<mml:mi>t</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>g</mml:mi>
<mml:mi>e</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>o</mml:mi>
<mml:mi>f</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>i</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>j</mml:mi>
<mml:mi>u</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>y</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mo>&#x0025;</mml:mo>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x003D;</mml:mo>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x23;</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>o</mml:mi>
<mml:mi>f</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>c</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>o</mml:mi>
<mml:mi>n</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>s</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>t</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>a</mml:mi>
<mml:mi>g</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x23;</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>o</mml:mi>
<mml:mi>f</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>c</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>o</mml:mi>
<mml:mi>n</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>n</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>s</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>t</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>a</mml:mi>
<mml:mi>g</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2a;</mml:mo>
<mml:mn>100</mml:mn>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>
</p>
</sec>
<sec id="s3-10">
<title>2.10 Data acquisition and analysis</title>
<p>All experiments were performed in triplicate. All statistical analyses were done using <italic>p</italic> &#x2264; 0.05 to represent statistical significance.</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s4">
<title>3 Results and discussion</title>
<sec id="s4-1">
<title>3.1 Synergistic microbial photoinactivation by curcumin and surfactant: Potential mechanism</title>
<p>
<xref ref-type="bibr" rid="B30">Ryu et al. (2021)</xref> identified the synergistic photoinactivation of <italic>E. coli</italic> O157:H7 by curcumin when S465 was present in the 5&#xa0;mM sodium citrate buffer at pH 3.5. Some of the potential mechanisms responsible for this synergistic effect are i) the increased solubilization of curcumin in the aqueous solution by the presence of the surfactant, which can cause the solution to become more transparent, reducing light scattering and increasing photoexcitation of the curcumin throughout the sample; ii) the improved stability of curcumin in the solution by the addition of the surfactant, prolonging its activity as a PS; and iii) the enhanced partition of curcumin inside the cell by the surfactant physically bringing the curcumin closer to the cell and also causing the cellular membrane to become more permeable. The absorbance of the curcumin-S465 micellar solution was significantly higher than that of curcumin dissolved in ethanol and diluted with buffer, which suggests less turbidity and scatter (<xref ref-type="sec" rid="s11">Supplementary Figure S1</xref>). The surfactant micelles also prevented the nucleation of curcumin, causing an increase in its concentration in the solution and, consequently, its absorbance and fluorescence (<xref ref-type="sec" rid="s11">Supplementary Figures S2, S3</xref>). Curcumin stability after dilution was assessed for 1&#xa0;h based on the absorbance and the fluorescence emission intensity of diluted curcumin micelle solutions in 5&#xa0;mM sodium citrate buffer (pH 3.5). The 20&#xa0;&#xb5;M stock curcumin micelle solution was diluted to 1&#xa0;&#xb5;M since this concentration was the one selected for the microbial inactivation assays. The encapsulated curcumin was more stable than the unencapsulated curcumin when either surfactant (S465 or T80) was present (<xref ref-type="sec" rid="s11">Supplementary Figures S2, S3</xref>). Also, more curcumin was present in the solution when a higher concentration of either surfactant was added. It should be noted that the long term stability of the curcumin-surfactant solutions during storage was previously studied and reported, exceeding 30 days at room temperature and under refrigerated conditions (<xref ref-type="bibr" rid="B30">Ryu et al., 2021</xref>.) Having established that the presence of surfactants increased the stability and presence of curcumin in the testing solutions, in the consecutive sections, we focused on whether the micelles enhanced the partitioning of curcumin inside the cell.</p>
</sec>
<sec id="s4-2">
<title>3.2 Contribution of each of the components of curcumin surfactant solutions to photoinactivation</title>
<sec id="s4-2-1">
<title>3.2.1 Surfactant level contributions to cell injury during photoinactivation with curcumin</title>
<p>An oCelloscope&#x2122; was used to study cell recovery after photoinactivation using curcumin, surfactants, and UV-A light. The efficacy of the treatments was determined based on the values of growth parameters obtained by characterizing the growth curves with Eq. <xref ref-type="disp-formula" rid="e1">1</xref>. This model&#x2019;s parameters, <italic>a</italic>, <italic>k</italic> and <italic>t</italic>
<sub>
<italic>c</italic>
</sub>
<italic>,</italic> provide insights into the extent of growth, growth rate, and time required for effective recovery of the cells and their growth, respectively. Using the parameters in combination rather than relying in just a single one of them for comparison complements and enhances data interpretation. Although the maximum growth (<italic>a</italic>) was similar to the control for all the surfactant levels and types, the growth rate (<italic>k</italic>) was slower, and the time for effective recovery (<italic>t</italic>
<sub>
<italic>c</italic>
</sub>) was longer when both curcumin and surfactants were present (<xref ref-type="table" rid="T1">Table 1</xref>; <xref ref-type="fig" rid="F1">Figure 1</xref>). However, all samples treated with solutions produced with T80 as a surfactant had a faster recovery rate (<italic>k</italic>) than when S465 was used (<xref ref-type="table" rid="T1">Table 1</xref>; <xref ref-type="fig" rid="F1">Figure 1</xref>). Similarly, the time required for effective recovery (<italic>t</italic>
<sub>
<italic>c</italic>
</sub>) was longer for the S465 solutions. By comparing <italic>a</italic>, <italic>k</italic> and <italic>t</italic>
<sub>
<italic>c</italic>
</sub>, which for S465 indicated that growth reach a similar level but at a slower pace and after a much longer time, it can be inferred that a more detrimental and permanent effect is observed when S465 rather than T80 was used. It should also be noted that the surfactant concentration also affected the recovery rate, <italic>k</italic>, (below CMC &#x3c; near CMC &#x3c; above CMC) and the time required for recovery, <italic>t</italic>
<sub>
<italic>c</italic>
</sub>, (below CMC &#x3e; near CMC &#x3e; above CMC), which would correlate to the level of damage exerted by each curcumin&#x2013;surfactant solution. The solubilization of curcumin in surfactant micelles could bring the curcumin and the cells closer together in the aqueous phase. This is important as all ROS are unstable, and if generated too far from the target, they would be quenched before triggering reactions necessary for the photoinactivation of cells. Despite the advantageous effects of delivering the curcumin using surfactant micelles, the micelles could also prevent curcumin from participating in photosensitization of the cell if it is buried deep within the micelle, limiting ROS from reaching the cell (<xref ref-type="bibr" rid="B17">Hammer et al., 1999</xref>). Therefore, cells treated with curcumin-surfactant solutions at surfactant concentrations above the CMC were the least effective and showed the fastest recovery rate (<italic>k</italic>) among the three solutions. All the results were consistent with the previous study that evaluated the microbial photoinactivation efficacy of curcumin-surfactant solutions using the most probable number (<xref ref-type="bibr" rid="B30">Ryu et al., 2021</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Parameters and goodness of fit measures of the growth of <italic>E.coli</italic> O157:H7 after photoinactivation with curcumin-surfactant solutions at different surfactant concentrations, determined using Eq. <xref ref-type="disp-formula" rid="e1">1</xref> as a model.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="3" align="center">Sample</th>
<th rowspan="3" align="center">Surfactant concentration</th>
<th colspan="3" align="center">Parameters<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>
</th>
<th rowspan="3" align="center">MSE</th>
</tr>
<tr>
<th align="center">a</th>
<th align="center">k</th>
<th align="center">t<sub>c</sub>
</th>
</tr>
<tr>
<th align="center">(&#x2212;)</th>
<th align="center">(h<sup>-1</sup>)</th>
<th align="center">(h)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Irradiated Control</td>
<td align="center">none</td>
<td align="center">3.54 (3.47&#x2013;3.61)</td>
<td align="center">0.30 (0.28&#x2013;0.32)</td>
<td align="center">7.16 (6.90&#x2013;7.42)</td>
<td align="center">0.0048</td>
</tr>
<tr>
<td rowspan="3" align="center">Curcumin- S465 (Irradiated)</td>
<td align="center">below CMC</td>
<td align="center">3.49 (3.14&#x2013;3.83)</td>
<td align="center">0.11 (0.08&#x2013;014)</td>
<td align="center">28.3 (24.0&#x2013;32.3)</td>
<td align="center">0.0070</td>
</tr>
<tr>
<td align="center">near CMC</td>
<td align="center">4.12 (3.47&#x2013;4.77)</td>
<td align="center">0.15 (0.13&#x2013;0.16)</td>
<td align="center">20.1 (17.8&#x2013;22.3)</td>
<td align="center">0.0029</td>
</tr>
<tr>
<td align="center">above CMC</td>
<td align="center">3.69 (3.33&#x2013;4.06)</td>
<td align="center">0.15 (0.14&#x2013;0.17)</td>
<td align="center">16.5 (15.0&#x2013;17.9)</td>
<td align="center">0.0031</td>
</tr>
<tr>
<td rowspan="3" align="center">Curcumin T80 (Irradiated)</td>
<td align="center">below CMC</td>
<td align="center">4.33 (3.78&#x2013;4.88)</td>
<td align="center">0.15 (0.13&#x2013;0.17)</td>
<td align="center">17.1 (15.2&#x2013;19.0)</td>
<td align="center">0.0055</td>
</tr>
<tr>
<td align="center">near CMC</td>
<td align="center">3.91 (3.76&#x2013;4.07)</td>
<td align="center">0.21 (0.19&#x2013;0.23)</td>
<td align="center">11.0 (10.5&#x2013;11.5)</td>
<td align="center">0.0060</td>
</tr>
<tr>
<td align="center">above CMC</td>
<td align="center">3.78 (3.63&#x2013;3.92)</td>
<td align="center">0.24 (0.22&#x2013;0.26)</td>
<td align="center">12.4 (12.0&#x2013;12.9)</td>
<td align="center">0.0051</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn1">
<label>
<sup>a</sup>
</label>
<p>Confidence intervals (95%) are reported between brackets.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Recovery of <italic>E. coli</italic> O157:H7 after treatment with different curcumin surfactant solutions <bold>(A)</bold> S465 and <bold>(B)</bold> T80. Symbols represent experimental data and dashed lines the fit of Eq. <xref ref-type="disp-formula" rid="e1">1</xref>.</p>
</caption>
<graphic xlink:href="frfst-04-1361817-g001.tif"/>
</fig>
<p>It was also noticed that all treated cells had similar initial BCA values (t &#x3d; 0&#xa0;min) (<xref ref-type="sec" rid="s11">Supplementary Figure S4</xref>). The BCA value correlates to the number of cells in the evaluated solution at a given time. The lysis of cells leads to a decrease in the initial BCA value, as seen in a study that used antibiotics (<xref ref-type="bibr" rid="B27">McLaughlin and Sue, 2018</xref>). Since the initial BCA values are similar while the number of viable cells decreased, it shows that the microbial photoinactivation using curcumin or curcumin-surfactant solutions can be considered non-lytic (<xref ref-type="sec" rid="s11">Supplementary Figure S4</xref>). The cause of superior antimicrobial efficiency when S465 was employed was further investigated by observing the contribution of individual components of the solution to microbial photoinactivation. See <xref ref-type="sec" rid="s3-6">Section 3.6</xref> for a discussion on the proposed mechanisms of action.</p>
</sec>
<sec id="s4-2-2">
<title>3.2.2 Contribution of other components of curcumin surfactant solutions to photoinactivation</title>
<p>In this section, the contribution of each of the components of the curcumin-surfactant solutions to microbial inactivation on non-irradiated and irradiated samples was investigated by observing the recovery of the treated cells over time using the oCelloscope&#x2122;. Curcumin-surfactant solutions at surfactant concentration near CMC were used for evaluation. This condition was chosen as the encapsulated curcumin in the surfactant solution at a concentration near CMC had higher solubility and better stability while maintaining its antimicrobial activity than those below or above CMC (<xref ref-type="fig" rid="F1">Figure 1</xref>, <xref ref-type="sec" rid="s11">Supplementary Figure S2</xref>) (<xref ref-type="bibr" rid="B30">Ryu et al., 2021</xref>). The extent (<italic>a</italic>), rate (<italic>k</italic>), and recovery time (<italic>t</italic>
<sub>
<italic>c</italic>
</sub>) of the non-irradiated samples were similar to the <italic>E. coli</italic> O157:H7 control for all the tested systems (<xref ref-type="table" rid="T2">Table 2</xref>). Interestingly, non-irradiated <italic>L. innocua</italic> inoculated samples exposed to S465, with or without curcumin, exhibited a lower growth level (<italic>a</italic>), slower rate (<italic>k</italic>) and required more time for recovery (<italic>t</italic>
<sub>
<italic>c</italic>
</sub>), which attested to the contribution of this surfactant to microbial inactivation (<xref ref-type="table" rid="T3">Table 3</xref>, <xref ref-type="sec" rid="s11">Supplementary Figure S5</xref>) since the population grew slower and to a lesser extent. The recovery of irradiated <italic>E. coli</italic> O157:H7 and <italic>L. innocua</italic> treated with S465 alone or combined with curcumin was slower than that of the systems containing T80 (<xref ref-type="table" rid="T2">Tables 2</xref>, <xref ref-type="table" rid="T3">3</xref>). Neither surfactant exhibits an absorbance peak at 365&#xa0;nm, the wavelength used to excite curcumin in this study, as shown in <xref ref-type="sec" rid="s11">Supplementary Figure S1</xref>. Therefore, no photosensitization effect could be attributed to either surfactant. Their contributions to inactivation and slow recovery are possibly due to the increase in permeability or perturbation of the cell membrane when surfactants are present, allowing increased interaction between the ROS produced by irradiation with UV-A light and bacterial DNA or proteins on cellular membrane (<xref ref-type="bibr" rid="B8">De La Maza et al., 1992</xref>; <xref ref-type="bibr" rid="B36">Yang et al., 2019</xref>). S465 is a Gemini-shaped surfactant with two hydrophobic tails, two ethoxylated hydrophilic groups, and a hydrophilic-lipophilic balance (HLB) value of 13 (<xref ref-type="bibr" rid="B14">Gaysinsky, 2004</xref>). T80 is a more linear-shaped surfactant with a hydrophilic polyoxyethylene head group, a hydrophobic tail with a kink, and an HLB value of 15 (<xref ref-type="bibr" rid="B22">Komaiko and McClements, 2016</xref>). The Gemini structure of S465 may have benefits over monomeric ones in interacting with the cell. According to <xref ref-type="bibr" rid="B32">Sharma et al. (2005)</xref>, synthesized dimeric alkanolamine-based cationic &#x201c;Gemini&#x201d; surfactants were more efficient in inhibiting <italic>E. coli</italic> and <italic>Bacillus subtilis</italic> growth than their monomeric counterparts. They attributed this effect to the increased interaction between the cell and the surfactant due to a higher number of polar heads and hydrophobic tail groups in this kind of surfactant (<xref ref-type="bibr" rid="B32">Sharma et al., 2005</xref>). Another study evaluated the antimicrobial activity of Surfynol 485W (S485W) micelles. In comparison to S465, S485W has a molecular structure with additional hydrophilic ethylene oxide groups (30 instead of 10&#xa0;mol) and a higher HLB value (18 instead of 13) (<xref ref-type="bibr" rid="B15">Gaysinsky et al., 2005</xref>). The differences in potential interactions with other compounds and structures, e.g., membranes, between the two Gemini surfactants might explain the weak antimicrobial activity of S485W against <italic>E. coli</italic> O157:H7 and <italic>Listeria monocytogenes</italic> at pH 5, as previously reported by <xref ref-type="bibr" rid="B15">Gaysinsky et al. (2005)</xref>. In the current study, S465 also showed higher but still relatively weak antimicrobial activity against <italic>E. coli</italic> O157:H7 at pH 3.5, which was enhanced in irradiated samples. We could conclude that cells were more vulnerable to S465 than T80 due to differences in the molecular structure of surfactants as they dominate their interfacial properties, stability, and micellization.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Parameters and goodness of fit measures of the growth of <italic>E. coli</italic> O157:H7 treated with curcumin-surfactant solutions or their individual components, determined using Eq. <xref ref-type="disp-formula" rid="e1">1</xref> as a model.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="3" align="left">Sample</th>
<th rowspan="3" align="left">Treatment</th>
<th rowspan="3" align="left">Irradiated</th>
<th colspan="3" align="center">Parameters<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</th>
<th rowspan="3" align="center">MSE</th>
</tr>
<tr>
<th align="center">a</th>
<th align="center">K</th>
<th align="center">t<sub>c</sub>
</th>
</tr>
<tr>
<th align="center">(&#x2212;)</th>
<th align="center">(h<sup>-1</sup>)</th>
<th align="center">(h)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="4" align="center">Control</td>
<td rowspan="2" align="left">Unwashed</td>
<td align="left">NO</td>
<td align="center">3.59 (3.53&#x2013;3.64)</td>
<td align="center">0.42 (0.39&#x2013;0.46)</td>
<td align="center">4.72 (4.52&#x2013;4.93)</td>
<td align="center">0.0058</td>
</tr>
<tr>
<td align="left">YES</td>
<td align="center">3.87 (3.81&#x2013;3.94)</td>
<td align="center">0.37 (0.34&#x2013;0.40)</td>
<td align="center">5.24 (5.09&#x2013;5.41)</td>
<td align="center">0.0015</td>
</tr>
<tr>
<td rowspan="2" align="left">Washed</td>
<td align="left">NO</td>
<td align="center">3.90 (3.84&#x2013;3.96)</td>
<td align="center">0.30 (0.27&#x2013;0.34)</td>
<td align="center">6.63 (6.28&#x2013;6.97)</td>
<td align="center">0.0120</td>
</tr>
<tr>
<td align="left">YES</td>
<td align="center">3.64 (3.46&#x2013;3.89)</td>
<td align="center">0.44 (0.40&#x2013;0.48)</td>
<td align="center">5.89 (5.80&#x2013;5.98)</td>
<td align="center">0.0017</td>
</tr>
<tr>
<td rowspan="4" align="center">Curcumin</td>
<td rowspan="2" align="left">Unwashed</td>
<td align="left">NO</td>
<td align="center">3.82 (3.75&#x2013;3.88)</td>
<td align="center">0.45 (0.41&#x2013;0.49)</td>
<td align="center">4.29 (4.10&#x2013;4.50)</td>
<td align="center">0.0078</td>
</tr>
<tr>
<td align="left">YES</td>
<td align="center">3.76 (3.58&#x2013;3.94)</td>
<td align="center">0.23 (0.20&#x2013;0.26)</td>
<td align="center">7.69 (7.03&#x2013;8.36)</td>
<td align="center">0.0184</td>
</tr>
<tr>
<td rowspan="2" align="left">Washed</td>
<td align="left">NO</td>
<td align="center">3.32 (3.27&#x2013;3.37)</td>
<td align="center">0.30 (0.29&#x2013;0.32)</td>
<td align="center">8.38 (8.18&#x2013;8.57)</td>
<td align="center">0.0024</td>
</tr>
<tr>
<td align="left">YES</td>
<td align="center">3.95 (0.18&#x2013;0.21)</td>
<td align="center">0.17 (0.16&#x2013;0.18)</td>
<td align="center">20.6 (19.5&#x2013;21.7)</td>
<td align="center">0.0008</td>
</tr>
<tr>
<td rowspan="4" align="center">S465</td>
<td rowspan="2" align="left">Unwashed</td>
<td align="left">NO</td>
<td align="center">3.88 (3.81&#x2013;3.95)</td>
<td align="center">0.38 (0.35&#x2013;0.41)</td>
<td align="center">4.94 (4.70&#x2013;5.20)</td>
<td align="center">0.0085</td>
</tr>
<tr>
<td align="left">YES</td>
<td align="center">3.63 (3.57&#x2013;3.70)</td>
<td align="center">0.29 (0.27&#x2013;0.31)</td>
<td align="center">8.86 (8.63&#x2013;9.09)</td>
<td align="center">0.0035</td>
</tr>
<tr>
<td rowspan="2" align="left">Washed</td>
<td align="left">NO</td>
<td align="center">3.46 (3.35&#x2013;3.58)</td>
<td align="center">0.20 (0.19&#x2013;0.21)</td>
<td align="center">13.9 (13.5&#x2013;14.3)</td>
<td align="center">0.0013</td>
</tr>
<tr>
<td align="left">YES</td>
<td align="center">3.89 (3.73&#x2013;4.05)</td>
<td align="center">0.24 (0.21&#x2013;0.26)</td>
<td align="center">9.34 (8.80&#x2013;9.90)</td>
<td align="center">0.0120</td>
</tr>
<tr>
<td rowspan="4" align="center">Curcumin-S465 micelle (near CMC)</td>
<td rowspan="2" align="left">Unwashed</td>
<td align="left">NO</td>
<td align="center">3.79 (3.71&#x2013;3.86)</td>
<td align="center">0.35 (0.32&#x2013;0.39)</td>
<td align="center">5.54 (5.26&#x2013;5.81)</td>
<td align="center">0.0092</td>
</tr>
<tr>
<td align="left">YES</td>
<td align="center">4.67 (4.05&#x2013;5.26)</td>
<td align="center">0.17 (0.14&#x2013;0.20)</td>
<td align="center">21.1 (20.0&#x2013;22.2)</td>
<td align="center">0.0167</td>
</tr>
<tr>
<td rowspan="2" align="left">Washed</td>
<td align="left">NO</td>
<td align="center">4.18 (4.02&#x2013;4.34)</td>
<td align="center">0.20 (0.19&#x2013;0.22)</td>
<td align="center">11.5 (10.9&#x2013;12.0)</td>
<td align="center">0.0049</td>
</tr>
<tr>
<td align="left">YES</td>
<td align="center">4.42 (3.81&#x2013;5.00)</td>
<td align="center">0.16 (0.12&#x2013;0.19)</td>
<td align="center">12.3 (10.1&#x2013;14.5)</td>
<td align="center">0.0297</td>
</tr>
<tr>
<td rowspan="4" align="center">T80</td>
<td rowspan="2" align="left">Unwashed</td>
<td align="left">NO</td>
<td align="center">4.30 (4.15&#x2013;4.45)</td>
<td align="center">0.31 (0.27&#x2013;0.36)</td>
<td align="center">6.48 (6.00&#x2013;6.96)</td>
<td align="center">0.0280</td>
</tr>
<tr>
<td align="left">YES</td>
<td align="center">4.02 (3.91&#x2013;4.11)</td>
<td align="center">0.30 (0.28&#x2013;0.32)</td>
<td align="center">7.92 (7.64&#x2013;8.18)</td>
<td align="center">0.0068</td>
</tr>
<tr>
<td rowspan="2" align="left">Washed</td>
<td align="left">NO</td>
<td align="center">4.03 (3.90&#x2013;4.16)</td>
<td align="center">0.27 (0.23&#x2013;0.30)</td>
<td align="center">6.16 (5.73&#x2013;6.65)</td>
<td align="center">0.0170</td>
</tr>
<tr>
<td align="left">YES</td>
<td align="center">3.84 (3.75&#x2013;3.94)</td>
<td align="center">0.28 (0.26&#x2013;0.31)</td>
<td align="center">7.88 (7.57&#x2013;8.51)</td>
<td align="center">0.0066</td>
</tr>
<tr>
<td rowspan="4" align="center">Curcumin-T80 micelle (near CMC)</td>
<td rowspan="2" align="left">Unwashed</td>
<td align="left">NO</td>
<td align="center">3.63 (3.52&#x2013;3.73)</td>
<td align="center">0.32 (0.28&#x2013;0.36)</td>
<td align="center">6.86 (6.48&#x2013;7.24)</td>
<td align="center">0.0132</td>
</tr>
<tr>
<td align="left">YES</td>
<td align="center">3.91 (3.76&#x2013;4.07)</td>
<td align="center">0.21 (0.19&#x2013;0.23)</td>
<td align="center">11.0 (10.5&#x2013;11.5)</td>
<td align="center">0.0060</td>
</tr>
<tr>
<td rowspan="2" align="left">Washed</td>
<td align="left">NO</td>
<td align="center">3.94 (3.85&#x2013;4.07)</td>
<td align="center">0.31 (0.27&#x2013;0.35)</td>
<td align="center">5.72 (5.38&#x2013;6.15)</td>
<td align="center">0.0156</td>
</tr>
<tr>
<td align="left">YES</td>
<td align="center">4.19 (3.49&#x2013;4.89)</td>
<td align="center">0.15 (0.14&#x2013;0.17)</td>
<td align="center">15.7 (14.2&#x2013;17.2)</td>
<td align="center">0.0076</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn2">
<label>
<sup>a</sup>
</label>
<p>Confidence intervals (95%) are reported between brackets.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Parameters and goodness of fit measures of the growth of <italic>L innocua</italic> treated with curcumin-surfactant solutions or their individual components, determined using Eq. <xref ref-type="disp-formula" rid="e1">1</xref> as a model.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="3" align="left">Sample</th>
<th rowspan="3" align="left">Treatment</th>
<th rowspan="3" align="left">Irradiated</th>
<th colspan="3" align="center">Parameters<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</th>
<th rowspan="3" align="center">MSE</th>
</tr>
<tr>
<th align="center">a</th>
<th align="center">K</th>
<th align="center">t<sub>c</sub>
</th>
</tr>
<tr>
<th align="center">(&#x2212;)</th>
<th align="center">(h<sup>&#x2212;1</sup>)</th>
<th align="center">(h)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="4" align="center">Control</td>
<td rowspan="2" align="left">Unwashed</td>
<td align="left">NO</td>
<td align="center">3.56 (3.47&#x2013;3.64)</td>
<td align="center">0.33 (0.31&#x2013;0.35)</td>
<td align="center">11.0 (10.8&#x2013;11.3)</td>
<td align="center">0.0047</td>
</tr>
<tr>
<td align="left">YES</td>
<td align="center">3.58 (3.54&#x2013;3.61)</td>
<td align="center">0.32 (0.30&#x2013;0.33)</td>
<td align="center">11.2 (11.0&#x2013;11.4)</td>
<td align="center">0.0032</td>
</tr>
<tr>
<td rowspan="2" align="left">Washed</td>
<td align="left">NO</td>
<td align="center">3.84 (3.33&#x2013;4.38)</td>
<td align="center">0.33 (0.23&#x2013;0.42)</td>
<td align="center">14.5 (13.3&#x2013;16.0)</td>
<td align="center">0.0789</td>
</tr>
<tr>
<td align="left">YES</td>
<td align="center">3.23 (3.04&#x2013;3.42)</td>
<td align="center">0.24 (0.20&#x2013;0.27)</td>
<td align="center">11.4 (10.7&#x2013;12.1)</td>
<td align="center">0.0010</td>
</tr>
<tr>
<td rowspan="4" align="center">Curcumin</td>
<td rowspan="2" align="left">Unwashed</td>
<td align="left">NO</td>
<td align="center">3.76 (3.50&#x2013;4.00)</td>
<td align="center">0.35 (0.28&#x2013;0.42)</td>
<td align="center">13.3 (12.7&#x2013;14.1)</td>
<td align="center">0.0034</td>
</tr>
<tr>
<td align="left">YES</td>
<td align="center">2.03 (1.82&#x2013;2.24)</td>
<td align="center">0.09 (0.09&#x2013;0.10)</td>
<td align="center">24.7 (22.2&#x2013;27.3)</td>
<td align="center">0.0011</td>
</tr>
<tr>
<td rowspan="2" align="left">Washed</td>
<td align="left">NO</td>
<td align="center">3.34 (2.97&#x2013;3.70)</td>
<td align="center">0.34 (0.25&#x2013;0.42)</td>
<td align="center">14.2 (13.2&#x2013;15.3)</td>
<td align="center">0.0048</td>
</tr>
<tr>
<td align="left">YES</td>
<td align="center">2.42 (2.07&#x2013;2.77)</td>
<td align="center">0.15 (0.14&#x2013;0.16)</td>
<td align="center">21.2 (19.2&#x2013;23.2)</td>
<td align="center">0.0006</td>
</tr>
<tr>
<td rowspan="4" align="center">S465</td>
<td rowspan="2" align="left">Unwashed</td>
<td align="left">NO</td>
<td align="center">1.96 (1.85&#x2013;2.06)</td>
<td align="center">0.55 (0.40&#x2013;0.70)</td>
<td align="center">19.0 (18.4&#x2013;19.6)</td>
<td align="center">0.0230</td>
</tr>
<tr>
<td align="left">YES</td>
<td align="center">1.02 (0.94&#x2013;1.09)</td>
<td align="center">0.74 (0.42&#x2013;1.06)</td>
<td align="center">22.7 (22.1&#x2013;23.4)</td>
<td align="center">0.0110</td>
</tr>
<tr>
<td rowspan="2" align="left">Washed</td>
<td align="left">NO</td>
<td align="center">1.84 (1.58&#x2013;2.09)</td>
<td align="center">0.14 (0.13&#x2013;0.16)</td>
<td align="center">17.6 (15.4&#x2013;19.7)</td>
<td align="center">0.0010</td>
</tr>
<tr>
<td align="left">YES</td>
<td align="center">0.33 (0.31&#x2013;0.35)</td>
<td align="center">1.30 (1.26&#x2013;1.34)</td>
<td align="center">2.15 (1.45&#x2013;2.85)</td>
<td align="center">0.0011</td>
</tr>
<tr>
<td rowspan="4" align="center">Curcumin-S465 micelle (near CMC)</td>
<td rowspan="2" align="left">Unwashed</td>
<td align="left">NO</td>
<td align="center">1.23 (1.14&#x2013;1.36)</td>
<td align="center">0.36 (0.24&#x2013;0.46)</td>
<td align="center">18.9 (17.9&#x2013;20.1)</td>
<td align="center">0.0120</td>
</tr>
<tr>
<td align="left">YES</td>
<td align="center">0.86 (0.84&#x2013;0.89)</td>
<td align="center">0.12 (0.11&#x2013;0.13)</td>
<td align="center">5.30 (4.01&#x2013;6.70)</td>
<td align="center">0.0001</td>
</tr>
<tr>
<td rowspan="2" align="left">Washed</td>
<td align="left">NO</td>
<td align="center">1.23 (1.15&#x2013;1.31)</td>
<td align="center">0.17 (0.15&#x2013;0.20)</td>
<td align="center">5.41 (4.47&#x2013;6.35)</td>
<td align="center">0.0012</td>
</tr>
<tr>
<td align="left">YES</td>
<td align="center">0.53 (0.43&#x2013;0.63)</td>
<td align="center">2.62 (2.42&#x2013;2.82)</td>
<td align="center">0.78 (0.08&#x2013;1.50)</td>
<td align="center">0.0023</td>
</tr>
<tr>
<td rowspan="4" align="center">T80</td>
<td rowspan="2" align="left">Unwashed</td>
<td align="left">NO</td>
<td align="center">3.93 (3.64&#x2013;4.22)</td>
<td align="center">0.29 (0.24&#x2013;0.34)</td>
<td align="center">12.8 (12.0&#x2013;13.6)</td>
<td align="center">0.0300</td>
</tr>
<tr>
<td align="left">YES</td>
<td align="center">3.56 (3.25&#x2013;3.87)</td>
<td align="center">0.27 (0.22&#x2013;0.32)</td>
<td align="center">14.0 (13.1&#x2013;15.0)</td>
<td align="center">0.0021</td>
</tr>
<tr>
<td rowspan="2" align="left">Washed</td>
<td align="left">NO</td>
<td align="center">3.73 (3.39&#x2013;4.08)</td>
<td align="center">0.34 (0.26&#x2013;0.42)</td>
<td align="center">14.0 (13.1&#x2013;14.9)</td>
<td align="center">0.0444</td>
</tr>
<tr>
<td align="left">YES</td>
<td align="center">5.54 (5.04&#x2013;6.04)</td>
<td align="center">0.15 (0.14&#x2013;0.16)</td>
<td align="center">26.5 (25.1&#x2013;27.9)</td>
<td align="center">0.0070</td>
</tr>
<tr>
<td rowspan="4" align="center">Curcumin-T80 micelle (near CMC)</td>
<td rowspan="2" align="left">Unwashed</td>
<td align="left">NO</td>
<td align="center">3.72 (3.59&#x2013;3.86)</td>
<td align="center">0.28 (0.25&#x2013;0.31)</td>
<td align="center">10.8 (648&#x2013;7.24)</td>
<td align="center">0.0132</td>
</tr>
<tr>
<td align="left">YES</td>
<td align="center">1.59 (1.29&#x2013;1.89)</td>
<td align="center">0.30 (0.23&#x2013;0.37)</td>
<td align="center">20.4 (17.8&#x2013;23.4)</td>
<td align="center">0.0035</td>
</tr>
<tr>
<td rowspan="2" align="left">Washed</td>
<td align="left">NO</td>
<td align="center">3.64 (3.26&#x2013;4.02)</td>
<td align="center">0.24 (0.19&#x2013;0.28)</td>
<td align="center">13.3 (12.1&#x2013;14.5)</td>
<td align="center">0.0270</td>
</tr>
<tr>
<td align="left">YES</td>
<td align="center">2.19 (1.23&#x2013;3.14)</td>
<td align="center">0.11 (0.10&#x2013;0.12)</td>
<td align="center">28.7 (21.7&#x2013;35.7)</td>
<td align="center">0.0006</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn3">
<label>
<sup>a</sup>
</label>
<p>Confidence intervals (95%) are reported between brackets.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>
<italic>L. innocua</italic> was more vulnerable to photoinactivation than <italic>E. coli</italic> O157:H7. In all the irradiated samples, the extent (<italic>a</italic>), rate (<italic>k</italic>), and time required for recovery (<italic>t</italic>
<sub>
<italic>c</italic>
</sub>) were lower, slower, and generally took longer, respectively (<xref ref-type="table" rid="T2">Tables 2</xref>, <xref ref-type="table" rid="T3">3</xref>). As mentioned before, <italic>L. innocua</italic> was especially vulnerable to S465 even without irradiation. A higher susceptibility of gram-positive bacteria to photosensitizers has been reported due to the difference in cell membrane structure between gram-positive and gram-negative bacteria (<xref ref-type="bibr" rid="B30">Ryu et al., 2021</xref>). The outermost layer of gram-positive bacteria is constituted of thick peptidoglycans. In contrast, gram-negative bacteria have an outer lipid layer (lipopolysaccharides and lipoproteins) on top of their inner wall (two to three layers of peptidoglycans). The thick peptidoglycan layer is porous. Hence, it allows small molecules to enter, while the outer lipid layer in gram-negative bacteria better regulates the permeability of small molecules to enter. Therefore, more curcumin may have been able to partition deeper into the cellular membrane of <italic>L. innocua</italic> (gram-positive) than <italic>E. coli</italic> O157:H7 (gram-negative).</p>
</sec>
</sec>
<sec id="s4-3">
<title>3.3 Cell injury</title>
<p>The percentage of injured cells was evaluated by comparing the growth of the treated bacteria in TSA alone and in TSA with sodium chloride at 2.5%. Since <italic>L. innocua</italic> numbers after being treated with curcumin-S465 solutions and irradiated were below the limit of detection of the method, only <italic>E. coli</italic> O157:H7 was used for this part of the study. Cell injury was assessed to determine how many cells were still viable after treatments since the growth curves from oCelloscope&#x2122; could not distinguish whether the overall growth resulted from the contribution of one or many cells. The addition of curcumin increased the permeability of the cell membrane after irradiation, suggesting that the generated ROS reacted with components in the cellular membrane (<xref ref-type="table" rid="T4">Table 4</xref>). The irradiated cells treated with the solutions, including either curcumin or S465, had a higher percentage of injured cells than T80. However, it should be noted that cells treated with the curcumin-S465 micellar solution had the highest number of inactivated cells, indicated by the highest log reduction. Therefore, the reported overall number of cells that could be injured was affected by the overall higher lethality in the curcumin-S465 micellar solution. In general, the results were consistent with the rate and length of time for recovery of <italic>E. coli</italic> O157:H7 obtained using the oCelloscope&#x2122;. Hence, the oCelloscope&#x2122; results correlate well with the proportion of cells that could have been inactivated or injured.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Plate count reductions, percentage of <italic>E. coli</italic> O157:H7 cells with permeable membrane, and injured cells after different treatments.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="center">Sample</th>
<th rowspan="2" align="left">Treatment</th>
<th rowspan="2" align="center">Log reduction</th>
<th rowspan="2" align="center">
<italic>E. coli</italic> O157:H7 with permeable membrane (%)</th>
<th align="center">% Injured cells</th>
</tr>
<tr>
<th align="center">TSA&#x2b;2.5%NaCl</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="2" align="center">Control</td>
<td align="left">Non-Irradiated</td>
<td align="center">0.00 &#xb1; 0.0</td>
<td align="center">0.0 &#xb1; 0.0</td>
<td align="center">3.78 &#xb1; 5.0</td>
</tr>
<tr>
<td align="left">Irradiated</td>
<td align="center">0.01 &#xb1; 0.1</td>
<td align="center">9.0 &#xb1; 1.0</td>
<td align="center">11.3 &#xb1; 7.0</td>
</tr>
<tr>
<td rowspan="2" align="center">1&#xa0;&#xb5;M curcumin</td>
<td align="left">Non-Irradiated</td>
<td align="center">0.01 &#xb1; 0.1</td>
<td align="center">10.0 &#xb1; 6.0</td>
<td align="center">12.9 &#xb1; 9.0</td>
</tr>
<tr>
<td align="left">Irradiated</td>
<td align="center">3.40 &#xb1; 0.2</td>
<td align="center">65 &#xb1; 12</td>
<td align="center">74.7 &#xb1; 16</td>
</tr>
<tr>
<td rowspan="2" align="center">S465</td>
<td align="left">Non-Irradiated</td>
<td align="center">0.05 &#xb1; 0.1</td>
<td align="center">79 &#xb1; 7.0</td>
<td align="center">6.48 &#xb1; 9.0</td>
</tr>
<tr>
<td align="left">Irradiated</td>
<td align="center">3.00 &#xb1; 0.1</td>
<td align="center">75 &#xb1; 9.0</td>
<td align="center">87.4 &#xb1; 4.0</td>
</tr>
<tr>
<td rowspan="2" align="center">Curcumin in S465 micelles</td>
<td align="left">Non-Irradiated</td>
<td align="center">0.09 &#xb1; 0.2</td>
<td align="center">10 &#xb1; 5.0</td>
<td align="center">&#x2212;4.35 &#xb1; 3.0</td>
</tr>
<tr>
<td align="left">Irradiated</td>
<td align="center">4.20 &#xb1; 0.3</td>
<td align="center">73 &#xb1; 12</td>
<td align="center">52.0 &#xb1; 10</td>
</tr>
<tr>
<td rowspan="2" align="center">T80</td>
<td align="left">Non-Irradiated</td>
<td align="center">&#x2212;0.02 &#xb1; 0.1</td>
<td align="center">0.4 &#xb1; 0.3</td>
<td align="center">4.06 &#xb1; 4.0</td>
</tr>
<tr>
<td align="left">Irradiated</td>
<td align="center">0.10 &#xb1; 0.02</td>
<td align="center">5.9 &#xb1; 3.0</td>
<td align="center">15.4 &#xb1; 2.0</td>
</tr>
<tr>
<td rowspan="2" align="center">Curcumin in T80 micelles</td>
<td align="left">Non-Irradiated</td>
<td align="center">0.05 &#xb1; 0.1</td>
<td align="center">0.2 &#xb1; 0.1</td>
<td align="center">0.76 &#xb1; 8.0</td>
</tr>
<tr>
<td align="left">Irradiated</td>
<td align="center">3.20 &#xb1; 0.2</td>
<td align="center">35.0 &#xb1; 5.0</td>
<td align="center">64.4 &#xb1; 7.0</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s4-4">
<title>3.4 Contribution of partitioned curcumin to photoinactivation</title>
<p>The contribution of the partitioned curcumin to microbial photoinactivation was studied by preincubating cells with curcumin-surfactant solutions for 1&#xa0;h in the dark and washing the suspension with buffer before irradiation. During the washing step, the unbound or loosely-bound curcumin (or curcumin-surfactant) to the cell membrane was eliminated. The recovery of the washed cells was observed using the oCelloscope&#x2122;. For all samples without curcumin, their growth parameters did not differ extensively after washing from those of the unwashed samples. In the case of the samples containing non-encapsulated curcumin or curcumin-T80 micellar solutions, the comparison of the parameters of the model (Eq. <xref ref-type="disp-formula" rid="e1">1</xref>) revealed that the rate of recovery was slower, and the time required for recovery was longer for washed cells compared to that of the unwashed ones (<xref ref-type="fig" rid="F2">Figures 2</xref>, <xref ref-type="fig" rid="F3">3</xref>; <xref ref-type="sec" rid="s11">Supplementary Figures S5, S6</xref>; <xref ref-type="table" rid="T2">Tables 2</xref>, <xref ref-type="table" rid="T3">3</xref>). A possible explanation for increased effectiveness in PDI in the washed samples treated with curcumin is that light absorption could have been higher due to the removal of extracellular curcumin, reducing scattering and increasing ROS generation and reactions with the cell. It should be noted that the curcumin average lifetime in the non-encapsulated and T80-curcumin samples before and after washing is very similar, which supports that some curcumin might have been internalized and cannot be removed by washing, remaining effective during growth (<xref ref-type="fig" rid="F4">Figure 4</xref>). Conversely, in the case of the samples treated with curcumin-S465 micellar solutions, the recovery after washing is faster. This may have been due to the removal of curcumin encapsulated in surfactant micelles that could have been adjacent to the cell and the consequent interruption of its inactivating effect on the cells. This also aligns with a reduction of the curcumin average lifetime in the washed samples due to the removal of curcumin latched to the membrane, as will be further discussed in the next section. Therefore, the unbound curcumin or loosely-bound curcumin adjacent to the cell could have a significant role in the photoinactivation of bacteria. Again, the presence of surfactant increases the curcumin concentration in the proximity of the cells, which could be photoexcited and produce ROS. <xref ref-type="bibr" rid="B7">Dahl et al. (1989)</xref> evaluated whether the penetration of cell membrane by unencapsulated curcumin was necessary for microbial inactivation by irradiating <italic>Salmonella</italic> Typhimurium<italic>, E. coli, Sarcina lutea,</italic> and <italic>Staphylococcus aureus</italic> preincubated with curcumin for 60 or 90&#xa0;min and subsequently washed. Their results indicate that washing removed unbound or loosely-bound curcumin and reduced inactivation efficacy, which is consistent with the results of the curcumin-S465 micellar solutions herein (<xref ref-type="bibr" rid="B7">Dahl et al., 1989</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Recovery of washed and unwashed <italic>E. coli</italic> O157:H7 irradiated and treated with <bold>(A)</bold> curcumin, <bold>(B)</bold> S465, <bold>(C)</bold> curcumin S465 solution. Symbols represent experimental data and dashed lines the fit of Eq. <xref ref-type="disp-formula" rid="e1">1</xref>.</p>
</caption>
<graphic xlink:href="frfst-04-1361817-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Recovery of washed and unwashed <italic>E. coli</italic> O157:H7 irradiated and treated with <bold>(A)</bold> curcumin, <bold>(B)</bold> T80, <bold>(C)</bold> curcumin T80 solution. Symbols represent experimental data and dashed lines the fit of Eq. <xref ref-type="disp-formula" rid="e1">1</xref>.</p>
</caption>
<graphic xlink:href="frfst-04-1361817-g003.tif"/>
</fig>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>FLIM micrographs of <italic>E. coli</italic> O157: H7 immediately after treatment (0 h, unwashed) with unencapsulated curcumin <bold>(A)</bold>, curcumin-S465 micelles <bold>(B)</bold> and curcumin-T80 micelles <bold>(C)</bold> and after applying treatment, waiting for 1&#xa0;hour and washing (<bold>(D&#x2013;F)</bold>, respectively). The corresponding short and long components of the exponential fit of the lifetimes are listed below each image along their average lifetime.</p>
</caption>
<graphic xlink:href="frfst-04-1361817-g004.tif"/>
</fig>
<p>Removing the unbound or loosely-bound portion of curcumin could also have prevented depletion of oxygen near the cells as photoinactivation depends on the presence of oxygen, which might have also contributed to the slower recovery in the non-encapsulated curcumin and the T80-curcumin samples. In the samples treated with curcumin-S465 micellar solution, the potential differential location of the PS (i.e., predominately in the membrane surface rather than internalized) resulted in a faster recovery in washed samples despite less oxygen depletion. The effect of S465 on the partitioning of curcumin in cell membranes was further investigated using FLIM and Live/Dead cell assay in the consecutive sections.</p>
</sec>
<sec id="s4-5">
<title>3.5 Fluorescence lifetime imaging microscopy (FLIM)</title>
<p>FLIM was used to gain insights into the location and state of the PS, i.e., curcumin, in washed and unwashed cells. Curcumin in the extracellular aqueous phase will exhibit a shorter lifetime than curcumin bound to or enclosed in cellular structures due to the restriction in movement of the fluorophore imposed by the surrounding structures. Curcumin in the extracellular aqueous phase is expected to have a shorter fluorescence lifetime as the excited curcumin would preferentially return to the ground state through non-radiative decay. Although the lifetimes of both curcumin bound to cellular structures and inside the cell are expected to be longer than those of curcumin in the extracellular matrix, a higher degree of restriction imposed by cellular structures in the former will determine longer lifetimes for curcumin molecules bound to, for example, the cell membrane. Hence, the longer fluorescence lifetimes suggest a different environment around curcumin than free ones in extracellular fluid, i.e., bound or inside the cell. For unwashed <italic>E. coli</italic> O157:H7 and <italic>L. innocua</italic> treated with curcumin or curcumin-surfactant solutions (near CMC), the averaged fluorescence lifetimes decreased in the following order: S465 &#x3e; T80 &#x3e;and unencapsulated curcumin, respectively (<xref ref-type="fig" rid="F5">Figure 5</xref>; <xref ref-type="sec" rid="s11">Supplementary Figure S7</xref>). Fluorescence lifetimes can be correlated to photoinactivation efficiency since longer residences in the excited state could result in a more sustained production of ROS (<xref ref-type="bibr" rid="B35">Turro, Ramamurthy and Scaiano, 2017</xref>). Therefore, the order of the length of fluorescence lifetime was consistent with the growth parameters reported in <xref ref-type="table" rid="T2">Tables 2</xref>, <xref ref-type="table" rid="T3">3</xref>, e.g., less and slower growth for samples treated with curcumin-S465 micelles. The reason curcumin-S465 solutions had the longest fluorescence lifetime may be due to the different local environment around curcumin when combined with the different types of surfactants. <xref ref-type="bibr" rid="B3">Chignell et al. (1994)</xref> reported that the <sup>1</sup>O<sub>2</sub> phosphorescence generated by curcumin encapsulated in Triton X-100 micelle could be detectable, while there was no <sup>1</sup>O<sub>2</sub> phosphorescence emission in samples where curcumin was encapsulated in sodium dodecyl sulfate (SDS) micelles (<xref ref-type="bibr" rid="B3">Chignell et al., 1994</xref>). The authors attributed this effect to curcumin being located at the hydrophobic region of Triton X-100 micelle, as curcumin in Triton X-100 exhibited similar photophysical properties as when dissolved in toluene (<xref ref-type="bibr" rid="B3">Chignell et al., 1994</xref>). Therefore, the free volume and packing around curcumin could have been different when encapsulated in S465 or T80 since these surfactants have different structures and micellization properties, leading to differences in the local environment around curcumin. Also, they point out that <sup>1</sup>O<sub>2</sub> production by curcumin depends on the hydrophobicity and hydrophilicity of the environment as it influences the predominant tautomer formed (enol vs. keto) which affects its ability to generate <sup>1</sup>O<sub>2</sub> (<xref ref-type="bibr" rid="B3">Chignell et al., 1994</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Micrographs of non-irradiated and irradiated <italic>E. coli</italic> O157: H7 treated with unencapsulated curcumin, S465, curcumin-S465 micelles, T80, or curcumin-T80 micelles and stained with Syto9 and propidium iodide. Below each image, the percentage of cells with permeable membranes (red) is listed.</p>
</caption>
<graphic xlink:href="frfst-04-1361817-g005.tif"/>
</fig>
<p>After removing extracellular and loosely-bound curcumin by washing, curcumin remained active to a lesser degree, indicating that the remaining curcumin may have partitioned inside both gram-positive and gram-negative cells. The fluorescence lifetimes of curcumin in washed <italic>E. coli</italic> O157:H7 treated with unencapsulated curcumin were longer than those treated with curcumin-surfactant solutions produced with both T80 and S465 (<xref ref-type="fig" rid="F4">Figure 4</xref>). However, the differences between fluorescence lifetimes of curcumin in <italic>L. innocua</italic> were not significantly different between the treatments (<xref ref-type="sec" rid="s11">Supplementary Figure S7</xref>). This may have been due to the different degrees of restriction on partitioned curcumin imposed by different membrane structures in gram-positive and gram-negative cells. Also, the order of length of fluorescence lifetime of curcumin changed when cells were washed compared to when they were not (Unencapsulated &#x3e; T80 &#x3d; S465 vs. S465 &#x3e; T80&#x3e;Unencapsulated). Fluorescence lifetime is independent of the fluorophore concentration. This helps us assume that the observed changes in the photophysical properties are not related to an increase/decrease in curcumin concentration during the washing step. <xref ref-type="bibr" rid="B9">Demidova and Habmlin (2005)</xref> reported that the type of PS affects its ability to bond with cell membranes and could have different efficacy toward gram-positive and gram-negative bacteria (<xref ref-type="bibr" rid="B24">Lauro et al., 2002</xref>; <xref ref-type="bibr" rid="B9">Demidova and Hamblin, 2005</xref>). They show that PS-poly-L-lysine chlorin conjugates are still effective even after preincubation for 20&#xa0;min and washing on both gram-positive and gram-negative cells. Other PS, such as Rose Bengal and toluidine blue, were rendered ineffective or became less effective after washing, respectively (<xref ref-type="bibr" rid="B9">Demidova and Hamblin, 2005</xref>). Therefore, surfactants or washing may have promoted the loss of unbound or loosely-bound curcumin adjacent to the cell, leading to inefficient photoinactivation when washed. We could conclude that loosely bound and unbound encapsulated curcumin adjacent to the cell may play a significant role when used for photoinactivation in the case of curcumin.</p>
</sec>
<sec id="s4-6">
<title>3.6 Live/dead cell assay</title>
<p>A Live/Dead cell assay was used to determine whether the cellular membrane became permeable or not after each treatment. Since <italic>L. innocua</italic> was vulnerable to S465 even without irradiation, only unwashed <italic>E. coli</italic> O157:H7 was used to observe the effect of different treatments on its membrane. <italic>E. coli</italic> O157:H7 treated with S465 had the highest number of cells with increased membrane permeability, whether the samples were irradiated or not (<xref ref-type="fig" rid="F5">Figure 5</xref>; <xref ref-type="table" rid="T4">Table 4</xref>). Conversely, <italic>E. coli</italic> O157:H7 treated with T80 had the lowest number of cells with a permeable membrane. Data on the recovery of cells after treatment from the oCelloscope&#x2122; indicated that photoinactivation of cells by curcumin was non-lytic. Also, it showed that increased membrane permeability did not necessarily result in cell inactivation. If this was the case, the samples treated with S465 solutions should have also shown higher inactivation even before irradiation, according to the results in <xref ref-type="table" rid="T2">Tables 2</xref>, <xref ref-type="table" rid="T3">3</xref>. As expected, the irradiated cells treated with curcumin had more permeable membranes than the non-irradiated ones (<xref ref-type="fig" rid="F5">Figure 5</xref>). This indicates that ROS produced by curcumin could also disrupt the cell membrane, causing it to be permeable. Interestingly, when a curcumin-S465 solution was used to treat the cells, the number of cells with permeable membranes was less before irradiation than when cells were treated with curcumin or S465 alone. However, once irradiated, the number of cells with permeable membranes increased to a similar level as cells treated with S465 alone. This could indicate that when cells were exposed to a curcumin-S465 micellar solution, most of the curcumin or S465 did not react with the membrane as they formed the micelle. However, once irradiated, the micelles adjacent to the cell may have disrupted the cell membrane by producing ROS within a distance short enough for <sup>1</sup>O<sub>2</sub>, the most stable form of ROS, to be effective. <sup>1</sup>O<sub>2</sub> half-life is typically lower than 3.5 microseconds, allowing it to diffuse distances shorter than 100&#xa0;nm before being inactivated (<xref ref-type="bibr" rid="B25">Macdonald and Dougherty, 2001</xref>; <xref ref-type="bibr" rid="B31">Schweitzer and Schmidt, 2003</xref>; <xref ref-type="bibr" rid="B12">Dysart and Patterson, 2005</xref>). In addition, it may explain why the fluorescence lifetimes were longer for cells treated with the curcumin surfactant solution produced with S465, as the curcumin could have localized differently in the cell membrane that became more permeable. Cells treated with curcumin-T80 solution had the fewest cells with permeable membranes compared to other treatments. However, the results of a previous study and the data in <xref ref-type="fig" rid="F5">Figure 5</xref> indicate that the curcumin-T80 solution had similar antimicrobial efficacy to curcumin alone (<xref ref-type="bibr" rid="B30">Ryu et al., 2021</xref>). This suggests that cell membrane permeation may contribute but may not be necessary to inactivate the cells. Past studies also suggest that T80 has no inhibitory effect but could be used as a carbon source by microorganisms (<xref ref-type="bibr" rid="B18">Inouye et al., 2001</xref>; <xref ref-type="bibr" rid="B29">Ryu et al., 2018</xref>). Therefore, the reason curcumin-S465 solutions were effective against microorganisms may have been due to S465 being able to disrupt the membrane of the cell and facilitate the differential partition of the PS.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s5">
<title>4 Conclusion</title>
<p>In this study, the potential inactivation mechanisms of curcumin surfactant solutions have been investigated. A previous study indicated that curcumin-S465 micellar solutions with surfactant concentration near CMC had a synergistic photoactivated antimicrobial activity against <italic>E. coli</italic> O157:H7. Initially, we assumed that this was due to the presence of surfactant, which could: i) allow more light to penetrate through the solution due to increased solubilization of curcumin in the aqueous phase; ii) prevent nucleation of curcumin; iii) enhance the partitioning of curcumin inside the cell. Among these assumptions, an increase in the partitioning of curcumin inside the cell was thought to be the reason for more effective inactivation by these systems. The fluorescence lifetime of unwashed and washed cells treated with curcumin or curcumin surfactant solutions indicated that loosely-bound and unbound curcumin on the cell membrane might contribute to bacterial inactivation and that the location of the PS, highly determined by the use of different surfactants, plays an important role in the treatment&#x2019;s efficacy. From the Live/Dead cell assay, we could observe that S465 could increase the permeability of the cell membrane, which could affect the length of fluorescence lifetime of curcumin within the damaged membrane. Therefore, we could infer that S465 allowed for a differential location of the PS adjacent to the cell in ways that facilitated ROS interaction with the cellular components while also damaging the membrane of microorganisms. Although insights into the mechanism of photoinactivation by curcumin could promote developing systems that could enhance the performance of other food-grade PS, additional testing is required to evaluate the performance of this approach in situations prevalent in the industry, e.g., biofilms and actual equipment and food surfaces.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s11">Supplementary Material</xref>, further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s7">
<title>Author contributions</title>
<p>VR: Data curation, Formal Analysis, Investigation, Methodology, Validation, Visualization, Writing&#x2013;original draft, Writing&#x2013;review and editing. MG: Data curation, Formal Analysis, Investigation, Writing&#x2013;review and editing. PC: Formal Analysis, Investigation, Writing&#x2013;review and editing. SR-R: Data curation, Formal Analysis, Investigation, Writing&#x2013;review and editing. LM: Conceptualization, Data curation, Funding acquisition, Methodology, Project administration, Resources, Supervision, Writing&#x2013;review and editing. MC: Conceptualization, Data curation, Funding acquisition, Methodology, Project administration, Software, Supervision, Visualization, Writing&#x2013;original draft, Writing&#x2013;review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s8">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This work was supported by the United States Department of Agriculture [USDA NIFA National Needs, TESA (Code F)], the University of Massachusetts Agricultural Experimental Station, the Department of Food Science (MAS00493), and the National Science Foundation Grant ACI-1548562. MC acknowledges the support of the NSERC Discovery Grant program and John E. Evans Leaders Fund (Canada Foundation for Innovation-CFI).</p>
</sec>
<ack>
<p>The authors thank Dr. James Chambers for assistance with data collection from FLIM microscopy performed in the Light Microscopy Facility and Nikon Center of Excellence at the Institute for Applied Life Science, University of Massachusetts Amherst (RRID: SCR_012248). The contents are solely the authors&#x2019; responsibility and do not necessarily represent the official views of the SDA, NIFA, NNF, NSF, or NSERC.</p>
</ack>
<sec sec-type="COI-statement" id="s9">
<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>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec sec-type="disclaimer" id="s10">
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<title>Supplementary material</title>
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<supplementary-material xlink:href="DataSheet1.PDF" id="SM1" mimetype="application/PDF" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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