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<front>
<journal-meta>
<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>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1251069</article-id>
<article-id pub-id-type="doi">10.3389/frfst.2023.1251069</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>Evaluating the UV-C sensitivity of <italic>Coxiella burnetii</italic> in skim milk using a bench-scale collimated beam system and comparative thermal sensitivity study by high-temperature short-time pasteurization</article-title>
<alt-title alt-title-type="left-running-head">Pendyala 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.2023.1251069">10.3389/frfst.2023.1251069</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Pendyala</surname>
<given-names>Brahmaiah</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Vashisht</surname>
<given-names>Pranav</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2289774/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Fur-Chi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sanchez</surname>
<given-names>Savannah E.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Comstock</surname>
<given-names>Bob</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Omsland</surname>
<given-names>Anders</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/308199/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Patras</surname>
<given-names>Ankit</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/334418/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Agricultural and Environmental Sciences</institution>, <institution>Tennessee State University</institution>, <addr-line>Nashville</addr-line>, <addr-line>TN</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Paul G. Allen School for Global Health</institution>, <institution>College of Veterinary Medicine</institution>, <institution>Washington State University</institution>, <addr-line>Pullman</addr-line>, <addr-line>WA</addr-line>, <country>United States</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Microbiology and Immunology</institution>, <institution>Virginia Commonwealth University School of Medicine</institution>, <addr-line>Richmond</addr-line>, <addr-line>VA</addr-line>, <country>United States</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Tamarack Biotics LLC Pleasant Ave Fresno</institution>, <addr-line>Fresno</addr-line>, <addr-line>CA</addr-line>, <country>United States</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/688245/overview">Vermont Punongbayan Dia</ext-link>, The University of Tennessee, Knoxville, 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/455680/overview">Joshua B. Gurtler</ext-link>, Agricultural Research Service (USDA), United States</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1464088/overview">Sandra Guerrero</ext-link>, University of Buenos Aires, Argentina</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Ankit Patras, <email>apatras@tnstate.edu</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>23</day>
<month>11</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>3</volume>
<elocation-id>1251069</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>06</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>26</day>
<month>09</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Pendyala, Vashisht, Chen, Sanchez, Comstock, Omsland and Patras.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Pendyala, Vashisht, Chen, Sanchez, Comstock, Omsland and Patras</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> <italic>Coxiella burnetii</italic> is a zoonotic Gram-negative obligate intracellular bacterial pathogen and the causative agent of query (Q) fever in humans. Contamination of milk by <italic>C. burnetii</italic>, as a consequence of livestock infection, is a significant public health concern. Effective methods to inactivate <italic>C. burnetii</italic> in milk are a critical aspect of food safety. Implementation of non-thermal UV-C processing technologies in the dairy industry can effectively preserve the sensory and nutritional quality of raw milk products while ensuring their safety, making them a viable alternative to traditional high-temperature short-time (HTST) pasteurization methods.</p>
<p>
<bold>Methods:</bold> Optical light attenuation factors, such as the absorption, scattering, and reflection by skim milk (SM) were evaluated using a spectrophotometer. SM inoculated with an avirulent strain of <italic>C. burnetii</italic> was irradiated using a collimated beam device equipped with a low-pressure UV-C 254 nm lamp at doses from 0 to 12 mJ/cm<sup>2</sup>. Optical properties were considered for the evaluation of the delivered UV-C dose. The pasteurization treatment was conducted using a lab scale HTST pasteurizer (72&#xb0;C/15 s). The verification studies were conducted using <italic>Escherichia coli</italic> ATCC 25922 inoculated in a phosphate buffer (transparent fluid) and humic acid (opaque fluid). <italic>Salmonella enterica</italic> serovar Muenchen ATCC BAA 1674 inoculated in SM was tested for its suitability as a surrogate for <italic>C. burnetii</italic>, a bacterium that requires specialized equipment and expertise for experimentation.</p>
<p>
<bold>Results and Discussion:</bold> Absorption, reduced scattering coefficient, and the reflectance of SM at 254 nm were measured as 19 &#x00B1; 0.3/cm, 26 &#x00B1; 0.5/cm, and 10.6%, respectively. The UV-C results showed a log-linear inactivation of <italic>C. burnetii</italic> in SM with the UV-C sensitivity (D<sub>10</sub>) value of 4.1 &#x00B1; 0.04 mJ/cm<sup>2</sup>. The results of HTST pasteurization revealed that <italic>C. burnetii</italic> was heat-sensitive with a D value of 1.75 min. <italic>Salmonella</italic> Muenchen showed similar UV inactivation kinetics and is, thereby, suggested as a suitable surrogate to <italic>C. burnetii</italic> for the pilot-scale UV-C processing studies of SM.</p>
</abstract>
<kwd-group>
<kwd>high-temperature short-time pasteurization</kwd>
<kwd>
<italic>Coxiella burnetii</italic>
</kwd>
<kwd>skim milk</kwd>
<kwd>UV-C sensitivity</kwd>
<kwd>collimated beam apparatus</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Food Process Design and Engineering</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>
<italic>Coxiella burnetii</italic> is a zoonotic Gram-negative obligate intracellular bacterial pathogen and the causative agent of query (Q) fever in humans (<xref ref-type="bibr" rid="B9">Eldin et al., 2017</xref>). Shedding of <italic>C. burnetii</italic> in milk and other secretions and excretions of infected cows, goats, and sheep is a significant concern for public health (<xref ref-type="bibr" rid="B10">Enright et al., 1957a</xref>; <xref ref-type="bibr" rid="B30">Shaw and Voth, 2019</xref>; <xref ref-type="bibr" rid="B36">Wittwer et al., 2022</xref>). The majority of human infections are asymptomatic or emerge as acute Q fever&#x2014;a flu-like illness of differing severities, with symptoms which may include fever, chills, headache, fatigue, malaise, myalgia, arthralgia, and a cough (CFSPH, 2017). In some cases, <italic>C. burnetii</italic> can cause severe syndromes, including reproductive losses and pneumonia, which are also life-threatening in people with pre-existing conditions, including heart valve abnormalities (CFSPH, 2017). During the life cycle, <italic>C. burnetii</italic> transitions between a replicative large cell variant (LCV) and a non-replicative small-cell variant (SCV) that accumulates in the stationary phase (<xref ref-type="bibr" rid="B7">Coleman et al., 2004</xref>). The SCV has an unusual spore-like structure with highly condensed chromatin. <italic>C. burnetii</italic> is highly resistant to environmental factors, including heat, making it one of the significant and most resistive bacteria in milk (<xref ref-type="bibr" rid="B6">Codex Alimentarius, 2004</xref>; <xref ref-type="bibr" rid="B27">Roest et al., 2013</xref>).</p>
<p>Following World War II, there was an increase in the occurrence of Q-fever in European and North American people who were consuming raw milk and its products (<xref ref-type="bibr" rid="B35">Wegener, 1957</xref>; <xref ref-type="bibr" rid="B19">Marmion and Stoker, 1958</xref>). As a result, investigations into the thermal resistance of C. burnetii were initiated that led to pasteurization recommendations in 1957 by US researchers, which became the international standards (<xref ref-type="bibr" rid="B11">Enright et al., 1957a</xref>; <xref ref-type="bibr" rid="B12">Enright et al., 1957b</xref>; <xref ref-type="bibr" rid="B6">Codex Alimentarius Commission, 2004</xref>; <xref ref-type="bibr" rid="B5">Cerf and Condron, 2006</xref>). These studies indicated that the current thermal pasteurization conditions effectively reduced C. burnetii levels, even beyond the 5 Log10 reduction required by the Codex Alimentarius (<xref ref-type="bibr" rid="B12">Enright et al., 1957b</xref>; <xref ref-type="bibr" rid="B6">Codex Alimentarius Commission, 2004</xref>; <xref ref-type="bibr" rid="B36">Wittwer et al., 2022</xref>). However, the temperatures used in thermal pasteurization may significantly reduce the milk quality, including alterations in the sensorial and nutritional profile of the product, protein denaturation, and undesired changes to milk fat globules (<xref ref-type="bibr" rid="B12">Garcia-Amezquita et al., 2009</xref>; <xref ref-type="bibr" rid="B4">Cappozzo, Koutchma and Barnes, 2015</xref>; <xref ref-type="bibr" rid="B15">Gunter-ward et al., 2018</xref>). Furthermore, the high operational cost of high temperature short time (HTST) pasteurization is not feasible for small-scale dairy units. To preserve the benefits of raw dairy products, without compromising their safety, warrants the study of non-thermal technology for the processing of dairy products (<xref ref-type="bibr" rid="B15">Gunter-ward et al., 2018</xref>).</p>
<p>UV-C irradiation technology has been considered one of the most promising technologies for pathogen inactivation in milk and other beverages due to its low energy consumption, better or at least equal nutrient retention, and the fact that it does not generate any chemical by-products (<xref ref-type="bibr" rid="B22">Patras et al., 2021</xref>; <xref ref-type="bibr" rid="B25">Pendyala et al., 2022</xref>; <xref ref-type="bibr" rid="B34">Vashisht et al., 2022</xref>). In addition, the authors demonstrated that a uniform dose delivery will not alter the quality of the products. In a 2016 decision from the European Union commission, UV-treated (1045&#xa0;J/L) milk was approved to be marketed with an extended shelf-life (<xref ref-type="bibr" rid="B8">EFSA Panel on Dietetic Products, Nutrition and Allergies, 2016</xref>). The antimicrobial properties of UV-C irradiation at 254&#xa0;nm have been extensively studied against vegetative bacteria, bacterial spores, viruses, fungi, algae, and protozoa (<xref ref-type="bibr" rid="B18">Malayeri et al., 2016</xref>). Importantly, <xref ref-type="bibr" rid="B17">Little, Kishimoto, and Canonico (1980)</xref> studied the effect of UV irradiation on <italic>C. burnetii</italic> in suspensions. They reported the inactivation of <italic>C. burnetii</italic> (10<sup>8</sup> organisms per mL) at UV treatment conditions of 600&#xa0;&#x3bc;W/cm<sup>2</sup> for 15&#xa0;s at a distance of 10&#xa0;cm and penetration depth of 1&#xa0;mm. In this study, however, the authors did not include measurements of the optical attenuation coefficients of their test fluid, nor did they report the average dose used. Moreover, since the ability to directly enumerate viable C. burnetii via a colony-forming unit (CFU) assay has only been recently made possible (<xref ref-type="bibr" rid="B28">Sanchez et al., 2018</xref>), the authors could only indirectly measure the effect of UV treatment on C. burnetii through detection of serum antibodies. <xref ref-type="bibr" rid="B3">Bolton and Linden (2003)</xref> reported a standard method for estimating UV-C sensitivity in absorbing fluids. However, in addition to absorbance, some fluids (e.g., milk) can scatter UV-C photons, which needs to be considered to calculate the average delivered dose/fluence and, thereby, UV-C sensitivity. Therefore, the objectives for this study were to 1) develop a method for dose measurement and estimate microbial UV-C sensitivity in skim milk (SM); 2) evaluate the UV-C sensitivity of <italic>C. burnetii</italic> in SM; 3) conduct a comparative HTST pasteurization study; and 4) identify a bacterial surrogate with similar UV-C sensitivity to <italic>C. burnetii</italic> for further continuous UV-C system validation on pilot scale.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and methods</title>
<sec id="s2-1">
<title>Bacterial culture conditions and enumeration</title>
<p>A chloramphenicol-resistant strain of the avirulent <italic>C. burnetii</italic> Nine Mile II isolate (NMII; RSA439; clone 4) was propagated in acidified citrate cysteine medium-2 (ACCM-2), as described previously (<xref ref-type="bibr" rid="B20">Omsland et al., 2011</xref>; <xref ref-type="bibr" rid="B28">Sanchez, Vallejo-Esquerra and Omsland, 2018</xref>). <italic>C. burnetii</italic> was stored at &#x2212;80&#xb0;C in ACCM-2 supplemented with 10% DMSO. For the enumeration of microbial counts, the samples were diluted serially in ACCM-2 inorganic salts before plating on solid (final 0.25% w/vol. agarose) ACCM-2 supplemented with 500&#xa0;&#x3bc;M tryptophan and 1.5&#xa0;&#x3bc;g/mL chloramphenicol. The plates were incubated for 9&#x2013;10&#xa0;days in a tri-gas incubator at 37&#xb0;C with 5% CO<sub>2</sub> and 5% O<sub>2</sub> (<xref ref-type="bibr" rid="B28">Sanchez, Vallejo-Esquerra and Omsland, 2018</xref>). To correlate the number of viable bacteria as measured by the plate count method to the total number of bacteria used for inoculation, <italic>C. burnetii</italic> genome equivalents (GEs) were quantified via the detection of the <italic>C. burnetii</italic> gene CBU1206 using a CFX96 real-time PCR detection system (Bio-Rad Laboratories, Hercules, CA) (<xref ref-type="bibr" rid="B2">Beare et al., 2012</xref>; <xref ref-type="bibr" rid="B28">Sanchez, Vallejo-Esquerra and Omsland, 2018</xref>). <italic>C. burnetii</italic> GEs were extrapolated from a standard curve prepared using recombinant CBU1206. A non-pathogenic strain of <italic>Escherichia coli</italic> ATCC 25922 and <italic>Salmonella</italic> enterica serovar Muenchen ATCC BAA 1674 were obtained from the American Type Culture Collection (ATCC) and propagated in Tryptic Soy Broth (TSB) and harvested as reported earlier (<xref ref-type="bibr" rid="B24">Pendyala et al., 2021</xref>; <xref ref-type="bibr" rid="B33">Vashisht et al., 2021</xref>). To enumerate the microbial population, appropriate dilutions in peptone water (in 0.1% PW) were plated in duplicate onto Tryptic Soy Agar (Oxoid Ltd., Basingstoke, United Kingdom) plates and incubated for 24&#xa0;h at 37&#xb0;C. UV-C sensitivity of <italic>C. burnetii</italic> was hypothesized to be in the range similar to <italic>Escherichia coli</italic> and <italic>Salmonella</italic> (<xref ref-type="bibr" rid="B14">Gopisetty et al., 2019</xref>; <xref ref-type="bibr" rid="B33">Vashisht et al., 2021</xref>).</p>
</sec>
<sec id="s2-2">
<title>Preparation of test fluid microbial suspensions</title>
<p>Ultra-high-temperature (UHT) processed SM from Parmalat, Canada; humic acid (adjusted pH to 7.0) from Agricultural Services of America, Inc., Florida, United States; and phosphate buffer saline (PBS, pH 7.0) were used as test fluids. To remove ACCM-2 and DMSO from the test samples, <italic>C. burnetii</italic> stocks were washed twice with phosphate-buffered saline (Becton Dickinson, New Jersey, United States) using centrifugation at 3000 <italic>g</italic> for 15&#xa0;min. The test samples were prepared by spiking SM with microorganisms (<italic>C. burnetii</italic>, <italic>E. coli</italic>, or <italic>S.</italic> Muenchen) at a concentration of &#x3e;10<sup>8</sup>&#xa0;CFU/mL for testing by UV-C irradiation or HTST pasteurization. Each strain was separately inoculated in a sample and treated independently.</p>
</sec>
<sec id="s2-3">
<title>Measurement of optical properties</title>
<p>The optical properties of SM inoculated with test micro-organism were measured using a double beam Cary 100 spectrophotometer (Varian, United States) equipped with a 6-inch single integrating sphere (Labsphere, DRA-CA-30, United States) to calculate scattered light at a 254&#xa0;nm wavelength (<xref ref-type="bibr" rid="B31">Shenoy and Pal, 2008</xref>). Thin quartz cuvettes (0.08&#xa0;mm path length) were prepared and used to measure total transmittance and total reflectance values. The transmittance and reflectance (diffuse reflectance) of light were collected by the integrating sphere when the sample was placed at the entrance and exit ports, respectively (<xref ref-type="bibr" rid="B15">Gunter-ward et al., 2018</xref>). The amount of light transmitted and reflected by the quartz cuvettes was also quantified and considered to estimate the absorption, scattering coefficients, and reflectance. The refractive index (RI) of SM was measured at 20&#xb0;C, using a digital refractometer from Schmidt &#x2b; Haensch GmbH &#x26; Co., at nine distinct wavelengths ranging from ultraviolet to the visible range, i.e., 365&#xa0;nm&#x2013;706&#xa0;nm. For each measurement, 0.3&#xa0;mL of SM was placed in the measurement compartment. Refractive index data were compared with Milli-Q water (control). A fifth-order polynomial fit was then used to calculate the refractive index at 254&#xa0;nm. A higher-order polynomial model was selected as it fitted the experimental data well with a <italic>R</italic>
<sup>2</sup> value of 0.99. For a SM sample, a control was run to check the system calibration. The refractive index of Milli-Q water was found to be 1.376, which is in excellent agreement with the scientific literature, indicating that the system was well-calibrated (<xref ref-type="bibr" rid="B29">Schiebener et al., 1990</xref>). The accuracy of the measurements is within 0.002% at each wavelength (data not shown). Data were reported as means &#xb1; standard deviation. All measurements were carried out in duplicates (technical replicates) with three biological replicates. The inverse adding doubling (IAD) program (GitHub, CA, United States, 94107) was used to quantify absorption and reduced scattering coefficients by applying total transmittance, reflectance, and the refractive index as input values (<xref ref-type="bibr" rid="B26">Prahl, 1999</xref>). IAD is a command-line program which uses the inverse adding doubling method and includes the Fresnel reflection at the surface and corrections along with integrating sphere experiments. The inverse adding-doubling method is an accurate solution of the radiative transport equation for all albedos, all optical depths, and all phase functions, this technique can be applied to any fluid medium for which the radiative transport equation is valid. This method is applicable to homogeneous turbid slabs with any optical thickness, albedo, or phase function. The optical properties are obtained by iterating an adding-doubling solution of the radiative transport equation (Eq <xref ref-type="disp-formula" rid="e2">2</xref>) until the calculated values of the reflection and transmission match the measured ones. From the obtained optical properties, Ultraviolet transmittance (UVT, %/cm), which indicates the fraction of the incident light transmitted through a fluid over a 1&#xa0;cm path-length, was calculated as per Eq <xref ref-type="disp-formula" rid="e1">1</xref>.<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:mtext>UVT</mml:mtext>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mo>%</mml:mo>
<mml:mo>/</mml:mo>
<mml:mtext>cm</mml:mtext>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:msup>
<mml:mn>10</mml:mn>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="normal">A</mml:mi>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>100</mml:mn>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>where A represents the absorbance (base<sub>10</sub>) of the test fluid at 254&#xa0;nm for a 1-cm path.</p>
</sec>
<sec id="s2-4">
<title>UV system, dose calculation, and test fluid treatment</title>
<p>The collimated beam apparatus (<xref ref-type="bibr" rid="B23">Pendyala et al., 2019</xref>) was used to irradiate test fluids (<xref ref-type="fig" rid="F1">Figure 1</xref>). The system design followed the recommendations of <xref ref-type="bibr" rid="B3">Bolton and Linden (2003)</xref> and utilized a low-pressure mercury vapor arc lamp, primarily emitting at 253.7&#xa0;nm (positioned at 18.05&#xa0;cm from the surface). Irradiance at the position of the fluid surface was measured using a calibrated radiometer ILT1700 with SED240 detectors, each equipped with a quartz W diffuser and an NS254 spectral filter to ensure that only 254&#xa0;nm radiation was measured (International Light Technologies, Peabody, MA, United States). The delivered UV-C dose (fluence) was calculated as the product of the volume average of the fluence rate in the sample and the exposure time by assuming a perfect mixing of the sample by the stir bar (12.7 x 3.2&#xa0;mm). A measure of 2&#xa0;mL of the microbial suspension (tested in SM, humic acid, or PBS) was treated in 10-mL beakers (optical path length of 6&#xa0;mm) at UV dose ranges from 0 to 17&#xa0;mJ/cm<sup>2</sup> (<italic>n</italic> &#x3d; 3). Since SM scatters UV-C light, the scattering factor (<inline-formula id="inf1">
<mml:math id="m2">
<mml:mrow>
<mml:mi>S</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>) was estimated by the radiative transport equation (Eq <xref ref-type="disp-formula" rid="e2">2</xref>) using computational fluid dynamics (CFD).<disp-formula id="e2">
<mml:math id="m3">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>r</mml:mi>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
<mml:mo>,</mml:mo>
<mml:mover accent="true">
<mml:mi>s</mml:mi>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi>S</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>r</mml:mi>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
<mml:mo>,</mml:mo>
<mml:mover accent="true">
<mml:mi>s</mml:mi>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi>S</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mn>4</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:msubsup>
<mml:mo>&#x222b;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mrow>
<mml:mn>4</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
</mml:mrow>
</mml:msubsup>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>r</mml:mi>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
<mml:mo>,</mml:mo>
<mml:mover accent="true">
<mml:msup>
<mml:mi>s</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi mathvariant="normal">&#x3a6;</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>s</mml:mi>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
<mml:mo>&#x22c5;</mml:mo>
<mml:mover accent="true">
<mml:msup>
<mml:mi>s</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>d</mml:mi>
<mml:msup>
<mml:mi mathvariant="normal">&#x3a9;</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>
</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Collimated beam system and computational fluid dynamics analysis (radiation profile) conducted using the Fluent program.</p>
</caption>
<graphic xlink:href="frfst-03-1251069-g001.tif"/>
</fig>
<p>where <inline-formula id="inf2">
<mml:math id="m4">
<mml:mrow>
<mml:mi>I</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> represents the radiation intensity, <inline-formula id="inf3">
<mml:math id="m5">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>r</mml:mi>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> represents the position vector, <inline-formula id="inf4">
<mml:math id="m6">
<mml:mrow>
<mml:mover accent="true">
<mml:msup>
<mml:mi>s</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> represents the scattering direction vector, <italic>s</italic> represents the path length, <italic>a</italic> represents the absorption coefficient, <italic>n</italic> represents the refractive index, <inline-formula id="inf5">
<mml:math id="m7">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi>S</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> represents the scattering coefficient, <inline-formula id="inf6">
<mml:math id="m8">
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> represents the Stefan&#x2013;Boltzmann constant, <inline-formula id="inf7">
<mml:math id="m9">
<mml:mrow>
<mml:mi mathvariant="normal">&#x3a6;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> represents the phase function, and <inline-formula id="inf8">
<mml:math id="m10">
<mml:mrow>
<mml:msup>
<mml:mi mathvariant="normal">&#x3a9;</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> represents the solid angle.</p>
<p>Then, the average UV fluence rate (<inline-formula id="inf9">
<mml:math id="m11">
<mml:mrow>
<mml:mfenced open="" close=")" separators="|">
<mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mi>E</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:mi>a</mml:mi>
<mml:mi>v</mml:mi>
<mml:mi>g</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> and, thereby, the delivered UV dose <inline-formula id="inf10">
<mml:math id="m12">
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>D</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> in the stirred sample was calculated by Eq <xref ref-type="disp-formula" rid="e3">3</xref> (<xref ref-type="bibr" rid="B25">Pendyala et al., 2022</xref>):<disp-formula id="e3">
<mml:math id="m13">
<mml:mrow>
<mml:msup>
<mml:mi>E</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:mi>a</mml:mi>
<mml:mi>v</mml:mi>
<mml:mi>g</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#xd7;</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
<mml:mo>&#xd7;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>R</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#xd7;</mml:mo>
<mml:mfrac>
<mml:mi>L</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#xd7;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
<mml:msup>
<mml:mn>0</mml:mn>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>A</mml:mi>
<mml:mi>d</mml:mi>
</mml:mrow>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:mi>A</mml:mi>
<mml:mi>d</mml:mi>
<mml:mi mathvariant="italic">ln</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>10</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#xd7;</mml:mo>
<mml:mi>S</mml:mi>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>
<inline-formula id="inf11">
<mml:math id="m14">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> represents the radiometer meter incident irradiance reading at the center top surface of the water in the beaker; <inline-formula id="inf12">
<mml:math id="m15">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> represents the Petri factor; <inline-formula id="inf13">
<mml:math id="m16">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
<mml:msup>
<mml:mn>0</mml:mn>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>A</mml:mi>
<mml:mi>d</mml:mi>
</mml:mrow>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:mi>A</mml:mi>
<mml:mi>d</mml:mi>
<mml:mi mathvariant="italic">ln</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>10</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</inline-formula> represents the water factor; <inline-formula id="inf14">
<mml:math id="m17">
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>R</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> represents the reflectance factor; <inline-formula id="inf15">
<mml:math id="m18">
<mml:mrow>
<mml:mfrac>
<mml:mi>L</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</inline-formula> represents the light divergence factor.<disp-formula id="e4">
<mml:math id="m19">
<mml:mrow>
<mml:mi>D</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>d</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>U</mml:mi>
<mml:mi>V</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>d</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>s</mml:mi>
<mml:mi>e</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>D</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mi>E</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:mi>a</mml:mi>
<mml:mi>v</mml:mi>
<mml:mi>g</mml:mi>
<mml:mo>&#xd7;</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>
<inline-formula id="inf16">
<mml:math id="m20">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> represents the exposure time in seconds.</p>
<p>CFD simulation was carried out with the commercial code Ansys 2021 R1. Fluent software was used for drawing geometry (2D) and generating the mesh, while Ansys Fluent v12.1 (Ansys Inc., Canonsburg, PA, United States) was used for solving the radiation fields. The mesh resolution nodes and elements were 3643 and 36000, respectively. <xref ref-type="fig" rid="F1">Figure 1</xref> shows the schematic representation of the geometry of the system adopted for the numerical simulations. This technique used the discrete ordinates irradiation model; the fluid (2&#xa0;mL) in a 10-mL beaker was exposed to UV incident radiation coming from a near collimated beam apparatus. In the near collimated beam apparatus, the local disinfection depends on the local fluence rate and kinetic rate constants. Modeling the collimated beam photo-reactor, therefore, involves two sub-models, the intensity of the radiation field and UV reaction kinetics<bold>.</bold>
</p>
</sec>
<sec id="s2-5">
<title>Thermal challenge studies</title>
<p>The thermal challenge studies were conducted using a laboratory-scale HTST pasteurizer (<xref ref-type="bibr" rid="B16">Kontopodi et al., 2022</xref>). The pasteurizer consists of three main sections (as shown in <xref ref-type="fig" rid="F2">Figure 2</xref>), a pre-heating section (77&#xb0;C), a holding section (72&#xb0;C for 15&#xa0;s), and a cooling unit. The temperature was monitored using a probe. SM inoculated with <italic>C. burnetii</italic> was directly fed into the system using a peristaltic pump (Watson&#x2013;Marlow). The pump was calibrated before the thermal challenge studies. The clean-in-place (CIP) procedure was conducted before any thermal challenge studies. The cleanliness and sterility of the HTST system were ensured by performing a CIP procedure before and after use. This CIP consisted of flushing the system with sterile water, followed by 0.1 N HCl, sterile water again, 0.1&#xa0;N NaOH, and a final rinse with sterile water. Flushing was performed at 180&#xa0;mL/min. SM was then pumped through the heating time, where it achieved the pasteurization temperature of 72&#xb0;C at a flow rate of 90&#xa0;mL/min at a 15-s holding time. At the end of the holding section, SM passed through a cooling coil. In this phase, SM was cooled to a final temperature of 4&#xb0;C &#xb1; 1. A 10 mL of sample was then collected for enumeration and plating.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Schematic picture of a laboratory-built pasteurizer.</p>
</caption>
<graphic xlink:href="frfst-03-1251069-g002.tif"/>
</fig>
</sec>
<sec id="s2-6">
<title>Data analysis and statistics</title>
<p>To assess the inactivation of <italic>E. coli</italic> or <italic>C. burnetii</italic>, the log-linear model available in the GInaFiT tool (a freeware add-in for Microsoft Excel) (<xref ref-type="bibr" rid="B13">Geeraerd, Valdramidis, and Van Impe, 2005</xref>) was used to fit the experimental data, and the goodness-of-fit parameters, including <italic>R</italic>
<sup>2</sup>, root-mean-square error, and rate constants, were evaluated. Inactivation kinetics is expressed as follows:<disp-formula id="e5">
<mml:math id="m21">
<mml:mrow>
<mml:mi>log</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>N</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi mathvariant="italic">Log</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mi mathvariant="italic">max</mml:mi>
</mml:msub>
<mml:mo>&#xd7;</mml:mo>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mi>u</mml:mi>
<mml:mi>v</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mi>ln</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mn>10</mml:mn>
</mml:mrow>
</mml:mfrac>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>where <inline-formula id="inf17">
<mml:math id="m22">
<mml:mrow>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf18">
<mml:math id="m23">
<mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> represent the final and the initial cell numbers, respectively; <inline-formula id="inf19">
<mml:math id="m24">
<mml:mrow>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mi mathvariant="italic">max</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> represents the inactivation rate at the highest dose; the UV dose is represented by <inline-formula id="inf20">
<mml:math id="m25">
<mml:mrow>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mi>u</mml:mi>
<mml:mi>v</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. D<sub>10</sub> represents the decimal reduction value (10% survival in the microbial population), which was expressed as follows:<disp-formula id="e6">
<mml:math id="m26">
<mml:mrow>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mn>10</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi mathvariant="italic">LN</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>10</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mi mathvariant="italic">max</mml:mi>
</mml:msub>
</mml:mfrac>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(6)</label>
</disp-formula>
</p>
<p>A balanced design with four replicates randomized in the experimental order was performed for each treatment. Data were reported as means &#xb1; one standard deviation from the mean and significance level set to 0.05 (5%).</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>Results and discussion</title>
<sec id="s3-1">
<title>Optical properties and average fluence rate estimation</title>
<p>Data on optical properties indicate that SM strongly absorbs and scatters UV-C light (<xref ref-type="table" rid="T1">Table 1</xref>). From the measured optical data, it is apparent that UV-C light has minimal transmission through SM due to presence of aromatic amino acids and other UV-C absorbing organic solutes (<xref ref-type="bibr" rid="B15">Gunter-ward et al., 2018</xref>). Light scattering by casein micelles causes skim milk to appear turbid and opaque. The average fluence rate or incident irradiance through the test fluid suspension was calculated by substituting the experimental Petri factor, reflection factor, water factor, divergence factor, and the scattering factor in Eq.<xref ref-type="disp-formula" rid="e3">3</xref>. <inline-formula id="inf21">
<mml:math id="m27">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> refers to the ratio of the average incident irradiance over the Petri dish area to the irradiance at the dish&#x2019;s center. The water factor used here accounted for the absorption of UV photons by test fluid. A in the equation stands for the absorption coefficient, and d stands for the sample depth. The reflectance factor demonstrates the part of incident UV photons that enter the test fluid. For a finite distance of the UV lamp, the beam cannot be perfectly collimated; hence, the divergence factor was used for its accountancy. These factors were explained by <xref ref-type="bibr" rid="B3">Bolten and Linden (2003)</xref>. In addition, the scattering factor was accounted in the dose calculations. In our studies, the values of P<sub>f</sub>, water, reflectance, divergence, and scattering factors were 1, 0.038, 0.894, 0.968, and 0.92, respectively (<xref ref-type="table" rid="T1">Table 1</xref>). These values were similar to the previous studies (<xref ref-type="bibr" rid="B25">Pendyala et al., 2022</xref>; <xref ref-type="bibr" rid="B33">Vashisht et al., 2021</xref>; <xref ref-type="bibr" rid="B34">Vashisht et al., 2022</xref>). The numerical results of UV intensity contours are shown in <xref ref-type="fig" rid="F1">Figure 1</xref>. The results clearly show the absorption of UV photons by the fluid. Without proper mixing, the fluid further from the lamp will receive a lower dose than that which is closer to the free surface. This is especially true for a liquid of low transmittance (SM), which results in a strong intensity gradient in the fluid. The volume average incident radiation was 0.0153&#xa0;mW/cm<sup>2</sup>. The delivered UV-C dose (fluence) in a stirred near-collimated beam apparatus was calculated as the product of the volume average of the fluence rate in the sample and the exposure time in seconds (Eq <xref ref-type="disp-formula" rid="e4">4</xref>) by assuming the perfect mixing of the sample by the stir bar. The rotation speed (angular velocity) of the stirrer was optimized to enhance mixing.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Optical properties and UV doses for skim milk exposure.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Parameter</th>
<th align="center">Value</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Refractive index</td>
<td align="center">1.40 &#xb1; 0.005</td>
</tr>
<tr>
<td align="center">
<sup>&#x2a;</sup>Absorption coefficient (1/mm)</td>
<td align="center">4.41 &#xb1; 0.03</td>
</tr>
<tr>
<td align="center">
<sup>&#x2a;</sup>Scattering coefficient (1/mm)</td>
<td align="center">6.02 &#xb1; 0.21</td>
</tr>
<tr>
<td align="center">Reflection (%)</td>
<td align="center">10.6</td>
</tr>
<tr>
<td align="center">UVT (%/cm)</td>
<td align="center">6.76E-18 &#xb1; 2.05E-18</td>
</tr>
<tr>
<td align="center">Surface irradiance (mW/cm<sup>2</sup>)</td>
<td align="center">0.48 &#xb1; 0.01</td>
</tr>
<tr>
<td align="center">Petri factor</td>
<td align="center">1.0</td>
</tr>
<tr>
<td align="center">Reflection factor</td>
<td align="center">0.894</td>
</tr>
<tr>
<td align="center">Water factor</td>
<td align="center">0.038</td>
</tr>
<tr>
<td align="center">Divergence factor</td>
<td align="center">0.968</td>
</tr>
<tr>
<td align="center">Scattering factor</td>
<td align="center">0.92</td>
</tr>
<tr>
<td align="center">Average fluence rate (mW/cm<sup>2</sup>)</td>
<td align="center">0.0153</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>&#x2a;Coefficients expressed as base-e; values reported as mean &#xb1; standard deviation.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3-2">
<title>Verification of the scattering factor and the UV dose distribution in SM</title>
<p>To verify the estimated scattering factor from CFD, comparative microbial (<italic>E. coli</italic>) inactivation studies in SM and humic acid with the same UV-C absorbance as SM without scattering were conducted. Humic acid is a stronger absorber of UV light and has been used as a surrogate fluid (<xref ref-type="bibr" rid="B23">Pendyala et al., 2019</xref>). The data show that there is no significant difference in the microbial inactivation kinetics in both SM and diluted humic acid (<xref ref-type="fig" rid="F3">Figure 3</xref>) and confirms the accuracy of the calculated scattering factor. The dose distribution throughout the fluid domain is a crucial parameter to estimate the UV-C sensitivity of microorganisms. The efficient dose distribution conditions, provided to all microbial particles, result in the log-linear inactivation kinetics in mono-microbial populations. To check the UV dose distribution in SM under standard experimental stir bar mixing conditions, a comparative study with a high UV-C transparent fluid phosphate-buffered saline (PBS) was conducted at the same experimental UV-C doses. The experimental data show that there is no significant difference (<italic>p</italic> &#x3e;0.05) between the microbial inactivation kinetics with D<sub>10</sub> values ranging from 3.20 to 3.32&#xa0;mJ/cm<sup>2</sup> and the shown log-linear inactivation kinetics in the three different test fluids (<xref ref-type="table" rid="T2">Table 2</xref>). Therefore, these results indicated that the experimental mixing conditions distributed the UV-C dose efficiently in opaque test fluids.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Verification of collimated beam dose delivery using <italic>E. coli</italic> in skim milk, PBS, and humic acid. Triplicate irradiations were performed for each dose; all replicates shown on plot, and values shown are averages of duplicate plating of each irradiated sample. Error bars represent range of data.</p>
</caption>
<graphic xlink:href="frfst-03-1251069-g003.tif"/>
</fig>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Exposure times to achieve the target UV dose for the inactivation of <italic>E. coli</italic> for UV dose validation.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">&#x2009;</th>
<th colspan="3" align="center">Exposure time (sec)</th>
</tr>
<tr>
<th align="center">Target UV dose (mJ/cm<sup>2</sup>)</th>
<th align="center">Phosphate buffer</th>
<th align="center">Humic acid</th>
<th align="center">Skim milk</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">0</td>
</tr>
<tr>
<td align="center">3</td>
<td align="center">32</td>
<td align="center">151</td>
<td align="center">195</td>
</tr>
<tr>
<td align="center">6</td>
<td align="center">64</td>
<td align="center">303</td>
<td align="center">390</td>
</tr>
<tr>
<td align="center">D<sub>10</sub> value (mJ/cm<sup>2</sup>)</td>
<td align="center">3.32 &#xb1; 0.02</td>
<td align="center">3.20 &#xb1; 0.10</td>
<td align="center">3.31 &#xb1; 0.07</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Note: For PBS, the distance from the UV lamp is 30.55&#xa0;cm; the average fluence rate (mW/cm<sup>2</sup>) is 0.093230. For humic acid, the distance from the lamp is 18.05&#xa0;cm; the average fluence rate (mW/cm<sup>2)</sup> is 0.019824. For skim milk, the distance from the lamp is 18.05&#xa0;cm; the average fluence rate (mW/cm<sup>2</sup>) is 0.015394.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3-3">
<title>UV inactivation of <italic>C. burnetii</italic> and the identification of a bacterial surrogate for validation studies</title>
<p>SM inoculated with <italic>C. burnetii</italic> at approximately 10<sup>8</sup> CFU/mL was exposed to known UV-C doses of 0, 3, 6, and 12&#xa0;mJ/cm<sup>2</sup> in a stirred collimated beam UV system. The data revealed a &#x3e;3 log<sub>10</sub> reduction of <italic>C. burnetii</italic> at a maximum dose of 12&#xa0;mJ/cm<sup>2</sup> (<xref ref-type="fig" rid="F4">Figure 4</xref>). The inactivation kinetics of <italic>C. burnetii</italic> were fitted into a log-linear model with a low (0.35) root-mean-square error (RMSE) and a higher (0.92) <italic>R</italic>
<sup>2</sup> value (<xref ref-type="table" rid="T3">Table 3</xref>). The D<sub>10</sub> value and kinetic constant (<italic>k</italic>
<sub>
<italic>max</italic>
</sub>) of <italic>C. burnetii</italic> in SM were estimated as 4.1 &#xb1; 0.04&#xa0;mJ/cm<sup>2</sup> and 0.56&#xa0;cm<sup>2</sup>/mJ, respectively (<xref ref-type="table" rid="T3">Table 3</xref>). <xref ref-type="bibr" rid="B17">Little, Kishimoto, and Canonico (1980)</xref> demonstrated the inactivation of <italic>C. burnetii</italic> in suspension and within guinea pig peritoneal macrophages by UV-C irradiation. The authors reported that <italic>C. burnetii</italic> was inactivated at a UV irradiance of 600&#xa0;&#x3bc;W/cm<sup>2</sup> for 15&#xa0;s at a distance of 10&#xa0;cm in the suspension and macrophages. According to our presented data on the D<sub>10</sub> value of <italic>C. burnetii</italic>, the performance criterion of 5 log<sub>10</sub> reductions, as demanded by the Codex Alimentarius, can be achieved at a UV-C dose of 20.5&#xa0;mJ/cm<sup>2</sup>.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>UV-C Inactivation of <italic>C. burnetii</italic> and <italic>Salmonella enterica</italic> serovar Muenchen in SM Triplicate irradiations were performed for each dose; all replicates shown on plot, and values shown are averages of duplicate plating of each irradiated sample.</p>
</caption>
<graphic xlink:href="frfst-03-1251069-g004.tif"/>
</fig>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Model fitting, goodness-of-fit, and the predicted UV dosage for <italic>C. burnetii</italic> in skim milk.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Parameter</th>
<th align="center">Value</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">kmax (cm<sup>2</sup>/mJ)</td>
<td align="center">0.56</td>
</tr>
<tr>
<td align="center">
<italic>R</italic>
<sup>2</sup>
</td>
<td align="center">0.92</td>
</tr>
<tr>
<td align="center">RMSE</td>
<td align="center">0.36</td>
</tr>
<tr>
<td align="center">D<sub>10</sub> (mJ/cm<sup>2</sup>)</td>
<td align="center">4.1</td>
</tr>
<tr>
<td align="center">Dose required to achieve 5 log<sub>10</sub> reduction (mJ/cm<sup>2</sup>)</td>
<td align="center">20.5</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>While the inactivation of <italic>C. burnetii</italic> is a key consideration for milk processing, the cultivation of <italic>C. burnetii</italic> requires specialized equipment and expertise<italic>.</italic> Therefore, to facilitate the validation of pilot-scale UV-C systems for the inactivation of bacterial pathogens in milk, we sought to identify a bacterial surrogate for <italic>C. burnetii</italic>. Based on the D<sub>10</sub> value of <italic>C. burnetii</italic> <bold>(</bold>4.1 &#xb1; 0.04&#xa0;mJ/cm<sup>2</sup>), the <italic>Salmonella</italic> strain Muenchen ATCC BAA 1674 reported with D<sub>10</sub> values ranging from 3.9 to 4.3&#xa0;mJ/cm<sup>2</sup> in the phosphate-buffered saline (<xref ref-type="bibr" rid="B14">Gopisetty et al., 2019</xref>; <xref ref-type="bibr" rid="B24">Pendyala et al., 2021</xref>; <xref ref-type="bibr" rid="B33">Vashisht et al., 2021</xref>) was selected for UV-C inactivation studies with these organisms in SM (<xref ref-type="fig" rid="F4">Figure 4</xref>). The results show log linear inactivation kinetics with RMSE 0.1913 and <italic>R</italic>
<sup>2</sup> &#x3e;0.98. Interestingly, the data show <italic>K</italic>
<sub>
<italic>max</italic>
</sub> (0.56) and D<sub>10</sub> values (4.1&#xa0;mJ/cm<sup>2</sup>) similar to <italic>C. burnetii</italic>, indicative of their suitability as surrogates for <italic>C. burnetii</italic> for UV-C inactivation studies in SM. It should be noted that this experiment was designed to evaluate the UV-C sensitivity of C. <italic>burnetii</italic> using a collimated beam system. Considering the UV-C light distribution in SM, the attenuation of UV-C intensity with the fluid depth, the collimated beam system will not adequately achieve a 99.999% reduction in C. burnetii. In contrast, the system can be used to quantify the D10 value (dose required for 1 log reduction of test micro-organism. Further studies will be conducted using a UV-C continuous flow system to achieve atleast 8 log<sub>10</sub> reduction of <italic>C. burnetii</italic> in milk. For UV-C inactivation studies, <italic>Salmonella</italic> can be a suitable surrogate for <italic>C. burnetii</italic> which does not need specialized equipment. <italic>Salmonella</italic> can be easily propagated in TSB, enumerated, and subsequently plated on TSA plates. These plates are typically incubated at 37&#xb0;C for a duration of 18&#x2013;24&#xa0;h. Based on these characteristics, <italic>Salmonella</italic> can be an ideal surrogate, particularly when validating UV systems at commercial flow-rates. In our forthcoming field testing, we plan to utilize <italic>Salmonella</italic> as a surrogate for <italic>C. burnetii</italic>.</p>
</sec>
<sec id="s3-4">
<title>Comparative HTST pasteurization using SM inoculated with <italic>C. burnetii</italic>
</title>
<p>The physical properties of SM and heat exchanger parameters are shown in <xref ref-type="table" rid="T4">Table 4</xref>. Starting with a <italic>C. burnetii</italic> population of 3.81 x 10<sup>8</sup> &#x00B1; 0.21 CFU/mL (5.38 x 10<sup>8</sup> &#x00B1; 0.31 GE/mL), the heat-dependent log<sub>10</sub> reduction during a holding time of 15 s at 72&#xb0;C resulted in 8 log<sub>10</sub> reduction of <italic>C. burnetii</italic> in SM, with a D-value of 1.75 s. It was lower as compared to the value reported in the studies of <xref ref-type="bibr" rid="B10">Enright et al., 1957a</xref> and <xref ref-type="bibr" rid="B11">Enright et al., 1957b</xref>, where the D value was 1.88&#xa0;s at 72&#xb0;C. A recent study by <xref ref-type="bibr" rid="B36">Wittwer et al. (2022)</xref> on <italic>Coxiella</italic> isolates M, WDK299, and WDK1188 indicated that, in general, all isolates were more susceptible to heat over a temperature ranging from 60&#xb0;C to 65&#xb0;C with holding times from 15 to 25&#xa0;s. For the highest temperature of 65&#xb0;C, the D-value was reported as 5.1&#x2013;7.6&#xa0;s, with a predicted reduction of approximately 10.5 log<sub>10</sub>&#xa0;at 72.4&#xb0;C for 15&#xa0;s.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Physical properties of skim milk and heat exchanger parameters.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Parameter</th>
<th align="center">Value</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Density (kg/m<sup>3</sup>)</td>
<td align="center">1.03</td>
</tr>
<tr>
<td align="center">Specific heat (J/g/K)</td>
<td align="center">3.97</td>
</tr>
<tr>
<td align="center">Flow rate (mL/min)</td>
<td align="center">90</td>
</tr>
<tr>
<td align="center">Rate of heat transfer, Q (J/sec)</td>
<td align="center">404.93</td>
</tr>
<tr>
<td align="center">Thermal conductivity, k (J/sec/m<sup>2</sup>/K)</td>
<td align="center">1361.25</td>
</tr>
<tr>
<td align="center">Heat exchanger coefficient (&#x3bb;)</td>
<td align="center">1.28E-06</td>
</tr>
<tr>
<td align="center">Diameter of the tube (m)</td>
<td align="center">0.004</td>
</tr>
<tr>
<td align="center">Length of the tube (m)</td>
<td align="center">0.54</td>
</tr>
<tr>
<td align="center">Area of the tube (m<sup>2</sup>)</td>
<td align="center">0.0068</td>
</tr>
<tr>
<td align="center">Temperature of the pre-heat section (&#x00B0;C)</td>
<td align="center">77</td>
</tr>
<tr>
<td align="center">Temperature of the heating section (&#x00B0;C)</td>
<td align="center">72</td>
</tr>
<tr>
<td align="center">Holding time (sec)</td>
<td align="center">15</td>
</tr>
<tr>
<td align="center">Temperature of the cooling section (&#x00B0;C)</td>
<td align="center">5 (&#xb1;2)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>Conclusion</title>
<p>In this study, we developed methods to determine the optical attenuation properties of a highly scattering fluid (SM) and demonstrated the UV-C sensitivity of an avirulent strain of <italic>C. burnetii</italic> in SM. Our experiments indicated a D<sub>10</sub> value of 4.1 &#xb1; 0.04&#xa0;mJ/cm<sup>2</sup> for <italic>C</italic>. <italic>burnetii</italic> in SM and predicted a UV-C dose of 20.5&#xa0;mJ/cm<sup>2</sup> for a 5 log<sub>10</sub> reduction (linear part of model), meeting the requirement set by the Codex Alimentarius. This validation test should be conducted in a flow through UV system, and collimated systems should not be used for verification. These findings are crucial for the development of non-thermal UV-C pasteurization systems for the processing of SM as they provide valuable insights into UV-C sensitivity and the required doses to effectively reduce <italic>C. burnetii</italic> ontamination. Additionally, we identified the <italic>Salmonella</italic> strain Muenchen ATCC BAA 1674 as a suitable surrogate for UV-C treatment validation studies, which enables further investigation and the validation of UV-C pasteurization methods. The results showed that the D<sub>10</sub> value of <italic>Salmonella</italic> was 4.1&#xa0;mJ/cm<sup>2</sup>, which was similar to <italic>C. burnetii</italic>, reflecting its suitability as a surrogate. In comparison, the HTST pasteurization study showed &#x3e;8 log<sub>10</sub> reduction of <italic>C. burnetii</italic> in SM. The presented data are critical for the development of non-thermal UV-C pasteurization systems for the processing of milk. Immediate future studies need to be focused on the evaluation of the quality parameters of UV-C processed milk so that an optimal dose for microbial inactivation with the minimal effect on these parameters can be reported.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The raw data supporting the conclusion of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>BP: conceptualization, methodology, investigation, visualization, and writing&#x2013;original draft; PV: methodology, writing&#x2013;original draft, investigation, and visualization; F-CC: resources and investigation; SS: methodology, investigation, and visualization; BC: conceptualization and funding resources; AO: methodology, supervision, and original&#x2013;draft review; AP: conceptualization, methodology, supervision, and original&#x2013;draft review. All authors contributed to the article and approved the submitted version.</p>
</sec>
<ack>
<p>The authors thank Drs. Bob Heinzen and Paul Beare, Rocky Mountain Laboratories, NIAID, NIH, for sharing the chloramphenicol-resistant mutant of <italic>C. burnetii</italic> used in this project.</p>
</ack>
<sec sec-type="COI-statement" id="s7">
<title>Conflict of interest</title>
<p>Author BC was employed by Tamarack Biotics LLC, Pleasant Ave, Fresno.</p>
<p>The remaining 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 authors AP and AO 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="s8">
<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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