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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
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<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2026.1755652</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Role of microbial interactions in the impaired cultivability of thermophilic lactic acid bacteria in natural whey starter for Parmigiano Reggiano PDO cheese production</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Cristofolini</surname> <given-names>Marianna</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Ronsivalle</surname> <given-names>Maria</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name><surname>Pramazzoni</surname> <given-names>Maria</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name><surname>Zaccarini</surname> <given-names>Giulia</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name><surname>Pizzamiglio</surname> <given-names>Valentina</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Solieri</surname> <given-names>Lisa</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<aff id="aff1"><label>1</label><institution>Lactic Acid Bacteria and Yeasts Biotechnology (LYB) Lab, Department of Life Sciences, University of Modena and Reggio Emilia</institution>, <city>Reggio Emilia</city>, <country country="it">Italy</country></aff>
<aff id="aff2"><label>2</label><institution>Dipartimento di Scienze Agrarie, Alimentari e Agro-ambientali, University of Pisa</institution>, <city>Pisa</city>, <country country="it">Italy</country></aff>
<aff id="aff3"><label>3</label><institution>Consorzio del Formaggio Parmigiano Reggiano</institution>, <city>Reggio Emilia</city>, <country country="it">Italy</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Lisa Solieri, <email xlink:href="mailto:lisa.solieri@unimore.it">lisa.solieri@unimore.it</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-03-04">
<day>04</day>
<month>03</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>17</volume>
<elocation-id>1755652</elocation-id>
<history>
<date date-type="received">
<day>27</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>22</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>02</day>
<month>02</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 Cristofolini, Ronsivalle, Pramazzoni, Zaccarini, Pizzamiglio and Solieri.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Cristofolini, Ronsivalle, Pramazzoni, Zaccarini, Pizzamiglio and Solieri</copyright-holder>
<license>
<ali:license_ref start_date="2026-03-04">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<p>Natural whey starter (NWS) cultures play a pivotal role in the production of Parmigiano Reggiano (PR) Protected Designation of Origin (PDO) cheese; however, their microbial ecology and functional dynamics remain only partially understood. In particular, <italic>Lactobacillus delbrueckii</italic> subsp. <italic>lactis</italic>, a dominant species in type-D NWS communities, exhibits impaired cultivability that limits its isolation and characterization. Consequently, most studies have focused on strain variability within <italic>Lactobacillus helveticus</italic>, which is predominant in type-H NWS communities. In this study, we evaluated the effects of 14 different medium supplementations on the recovery and maintenance of <italic>L. delbrueckii</italic> subsp. <italic>lactis</italic> isolates from two PR NWS samples representatives of type-D and type-H communities. Although most supplementations increased lactobacilli plate counts compared with the control MRS medium, they failed to sustain cell viability during the purification for culture collection establishment. Moreover, these media altered species ratios in favor of <italic>L. helveticus</italic>, even when <italic>L. delbrueckii</italic> dominated the community according to metagenomic profiling (type-D NWS). Supplementation of MRS medium with cysteine and formic acid enabled the recovery of viable <italic>L. delbrueckii</italic> subsp. <italic>lactis</italic> isolates, accounting for 35% of the strains obtained from type-D NWS. Cross-feeding experiments further revealed that co-culturing <italic>L. delbrueckii</italic> with the formate-producing <italic>Streptococcus thermophilus</italic> significantly enhanced milk acidification compared with monocultures, indicating a beneficial metabolic interaction. In contrast, no such improvement was observed in the presence of <italic>L. helveticus</italic>, likely due to negative interactions with <italic>L. delbrueckii</italic> subsp. <italic>lactis.</italic> Accordingly, the impaired cultivability of <italic>L. delbrueckii</italic> subsp. <italic>lactis</italic> could thus be partially alleviated either in co-culture with <italic>S. thermophilus</italic> or under axenic conditions mimicking natural metabolite exchange between these species.</p>
</abstract>
<kwd-group>
<kwd>cultivability</kwd>
<kwd><bold>Lactobacillus delbrueckii</bold></kwd>
<kwd><bold>Lactobacillus helveticus</bold></kwd>
<kwd>microbial interactions</kwd>
<kwd>mutualism</kwd>
<kwd>natural whey starter</kwd>
<kwd><bold>Streptococcus thermophilus</bold></kwd>
</kwd-group>
<funding-group>
<award-group id="gs1">
<funding-source id="sp1">
<institution-wrap>
<institution>NextGenerationEU</institution>
<institution-id institution-id-type="doi" vocab="open-funder-registry" vocab-identifier="10.13039/open_funder_registry">10.13039/100031478</institution-id>
</institution-wrap>
</funding-source>
<award-id rid="sp1">CN_00000033</award-id>
</award-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This work was partially supported by a grant from the Parmigiano Reggiano PDO Cheese Consortium. Additional funding was provided by the National Recovery and Resilience Plan (NRRP), Mission 4 Component 2 Investment 1.4 -Call for tender No. 3138 of December 16, 2021, rectified by Decree n. 3175 of December 18, 2021 of Italian Ministry of University and Research funded by the European Union -NextGenerationEU. Project Code CN_00000033, Concession Decree No. 1034 of June 17, 2022 adopted by the Italian Ministry of University and Research, CUP E93C22001090001, Project title &#x201C;National Biodiversity Future Center &#x2013;NBFC.&#x201D; MR was funded by a grant of Regione Emilia Romagna PR FSE + 2021/2027 (DGR n. 225 del 12/02/2024). MC was funded by DM n.117/2023, in the frame of NextGenerationEU, PNRR, Missione 4, Componente 2 &#x201C;Dalla Ricerca all&#x2019;Impresa,&#x201D; Investimento 3.3.</funding-statement>
</funding-group>
<counts>
<fig-count count="8"/>
<table-count count="4"/>
<equation-count count="1"/>
<ref-count count="77"/>
<page-count count="17"/>
<word-count count="11754"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Food Microbiology</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Parmigiano Reggiano (PR) cheese is one of the most renowned Italian raw-milk, hard-cooked, Protected Designation of Origin (PDO) cheeses. During its production, natural whey starter (NWS) cultures play a crucial role in shaping both the sensory and rheological characteristics of the final product (<xref ref-type="bibr" rid="B49">Neviani et al., 2024</xref>). These starters consist of complex consortia of thermophilic lactic acid bacteria (LAB), primarily <italic>Lactobacillus helveticus</italic>, <italic>Lactobacillus delbrueckii</italic> subsp. <italic>lactis</italic>, <italic>Limosilactobacillus fermentum</italic>, and <italic>Streptococcus thermophilus</italic> (<xref ref-type="bibr" rid="B11">Cocconcelli et al., 1997</xref>; <xref ref-type="bibr" rid="B13">Coppola et al., 2000</xref>; <xref ref-type="bibr" rid="B25">Gatti et al., 2003</xref>, <xref ref-type="bibr" rid="B26">2004</xref>; <xref ref-type="bibr" rid="B65">Sola et al., 2022</xref>).</p>
<p>NWS cultures were produced through continuous back-slopping, whereby sweet whey from the previous cheesemaking batch is incubated for approximately 20 h under controlled conditions, with a gradually decreasing temperature following curd cooking. Upon inoculation into milk, NWS microorganisms rapidly dominate the microbial community and drive intense lactic fermentation (<xref ref-type="bibr" rid="B17">De Dea Lindner et al., 2008</xref>, <xref ref-type="bibr" rid="B24">Gatti et al., 2008</xref>). The lactic acid produced, in synergy with the action of calf rennet, promotes casein coagulation, lowers the curd pH, and enhances whey expulsion, processes that are essential for proper curd formation and texture development (<xref ref-type="bibr" rid="B12">Cogan et al., 2007</xref>; <xref ref-type="bibr" rid="B33">Gobbetti and Di Cagno, 2017</xref>). During the early stages of cheesemaking, primary proteolysis, mainly driven by rennet activity, predominates, while proteolytic enzymes released upon microbial cell lysis contribute to secondary proteolysis and to the formation of several flavor-active compounds, particularly those derived from branched-chain amino acids (<xref ref-type="bibr" rid="B24">Gatti et al., 2008</xref>).</p>
<p>Despite the central role of NWS cultures in PR cheese production, their microbial ecology remains complex and only partially understood. Several culture-independent studies have characterized the microbial composition of NWS (<xref ref-type="bibr" rid="B8">Bottari et al., 2010</xref>; <xref ref-type="bibr" rid="B18">De Filippis et al., 2014</xref>; <xref ref-type="bibr" rid="B1">Alessandria et al., 2016</xref>; <xref ref-type="bibr" rid="B46">Morandi et al., 2019</xref>; <xref ref-type="bibr" rid="B6">Bertani et al., 2020</xref>; <xref ref-type="bibr" rid="B47">Morandi et al., 2022</xref>). More recently, two major PR NWS types have been defined based on the dominant species: type-H, dominated by <italic>L. helveticus</italic>, and type-D, dominated by <italic>L. delbrueckii</italic> (<xref ref-type="bibr" rid="B65">Sola et al., 2022</xref>). However, no studies have systematically investigated how the microbial composition of type-H and type-D NWS influences curd acidification and, consequently, the sensorial attributes of the final cheese. Moreover, the abiotic or biotic parameters influencing the establishment of one NWS type over the other remain largely unknown.</p>
<p>Culture-dependent studies have been fragmented and primarily focused on <italic>L. helveticus</italic> fraction (<xref ref-type="bibr" rid="B23">Gatti et al., 1999</xref>; <xref ref-type="bibr" rid="B28">Giraffa and Neviani, 1999</xref>; <xref ref-type="bibr" rid="B31">Giraffa et al., 2000</xref>; <xref ref-type="bibr" rid="B41">Lombardi et al., 2002</xref>; <xref ref-type="bibr" rid="B25">Gatti et al., 2003</xref>, <xref ref-type="bibr" rid="B26">2004</xref>), while <italic>L. delbrueckii</italic> and <italic>S. thermophilus</italic> populations have been largely overlooked. To date, the only exception was a study which compared the acidifying and proteolytic activities of <italic>L. delbrueckii</italic> subsp. <italic>lactis</italic> strains from different dairy sources, including PR NWS (<xref ref-type="bibr" rid="B29">Giraffa et al., 2004</xref>).</p>
<p>Culture-based approaches offer several advantages over sequencing-based methods, especially for biotechnological applications, as they enable the isolation and preservation of bacterial strains for further genetic and phenotypic characterization (<xref ref-type="bibr" rid="B2">Almeida et al., 2019</xref>). These methods are essential for investigating microbial functionality at the strain level, particularly in the context of dairy fermentation, and for establishing collections of pure cultures that are critical for the bottom-up assembly of synthetic microbial communities (SMC) (<xref ref-type="bibr" rid="B54">Rodr&#x00ED;guez Amor and Dal Bello, 2019</xref>; <xref ref-type="bibr" rid="B50">Nikoloudaki et al., 2024</xref>). As simplify representations of complex microbial communities, SMCs represent a valuable tool to study resistance, resilience, and functional interactions in microbial communities like NWS (<xref ref-type="bibr" rid="B50">Nikoloudaki et al., 2024</xref>). However, in the case of PR NWS, the isolation of pure cultures from starter communities has proven particularly challenging. <xref ref-type="bibr" rid="B65">Sola et al. (2022)</xref> reported a marked decline in the cultivability of NWS isolates, especially those belonging to <italic>L. delbrueckii</italic>, which failed to grow on conventional LAB isolation media such as MRS. Similarly, <xref ref-type="bibr" rid="B46">Morandi et al. (2019)</xref> described the inability to isolate <italic>L. delbrueckii</italic> from Grana Padano NWS. This limited cultivability hampers the study of intraspecies variability and microbial interactions under controlled conditions, thereby hindering the reconstruction of simplified SMC that mimic NWS consortia. Consequently, our understanding of how variations in NWS species or strains abundance affect cheese quality remains limited.</p>
<p>To investigate the factors underlying the poor cultivability of NWS lactobacilli and of <italic>L. delbrueckii</italic> in particular, the present study examined the role of culture media composition and microbial interactions. Specifically, 14 different media formulations were evaluated for their ability to (i) maximize recovery of viable plate counts, (ii) maintain cultivability of axenic cultures during culture collection establishment, and (iii) preserve species relative abundances present in mixed microbial communities. In parallel, microbial interactions were investigated through cross-feeding experiments in milk using different combinations of <italic>S. thermophilus</italic>, <italic>L. delbrueckii</italic> subsp. <italic>lactis</italic>, and <italic>L. helveticus</italic>.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="S2.SS1">
<label>2.1</label>
<title>Reagents, cultivation media, and LAB strains</title>
<p>Unless otherwise stated, media and anaerobic systems were purchased from Oxoid (Basingstoke, Hampshire, United Kingdom), while the chemicals were purchased from Sigma Aldrich (St. Louis, MO, United States). Primers and Sanger sequencing were provided by BMR Genomics (Padova, Italy), while the molecular biology reagents by Thermo Fisher Scientific (Waltham, MA, United States).</p>
<p>Type strains <italic>L. helveticus</italic> DSM 20075<italic><sup>T</sup></italic>, <italic>L. fermentum</italic> DSM 20052<italic><sup>T</sup></italic>, <italic>L. delbrueckii</italic> subsp. <italic>bulgaricus</italic> DSM 20081<italic><sup>T</sup></italic>, <italic>L. delbrueckii</italic> subsp. <italic>lactis</italic> DSM 20073<italic><sup>T</sup></italic>, and <italic>S. thermophilus</italic> DSM 20176<italic><sup>T</sup></italic> served as reference in species attribution and were cultured according to the DSM guidelines. For cross-feeding experiments, the strains <italic>S. thermophilus</italic> RBC06 and C001.27, <italic>L. helveticus</italic> C001.15 and LBB04, and <italic>L. delbrueckii</italic> subsp. <italic>lactis</italic> T1104 and C5I3 were originally isolated from NWS using M17 and MRS media, as specified in <xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 1</xref>. All strains were subsequently deposited in the culture collection of the Lactic Acid Bacteria and Yeast Biotechnology (LYB) Laboratory of the Department of Life Sciences (University of Modena and Reggio Emilia). Strains were routinely propagated under the same isolation conditions, as detailed in <xref ref-type="supplementary-material" rid="DS1">Supplementary Table 1</xref>.</p>
</sec>
<sec id="S2.SS2">
<label>2.2</label>
<title>Sampling, vitality, and physicochemical characterization of fresh NWS</title>
<p>NWS samples were collected in winter 2023 from two PR dairies located in the province of Reggio Emilia (Italy), both belonging to the Parmigiano Reggiano PDO Cheese Consortium. The samples, previously classified as type-H and type-D (<xref ref-type="bibr" rid="B65">Sola et al., 2022</xref>), were aseptically collected immediately after overnight whey incubation and stored under refrigerated conditions until analysis. All analyses were performed on the same day as sampling.</p>
<p>Total microbial counts (TMC) were determined using a B&#x00FC;rker chamber by counting cells in at least 10 randomly selected quadrants under a Nikon ECLIPSE 80i microscope at 400 &#x00D7; magnification. Cell viability in NWS samples was assessed using the LIVE/DEAD BacLight Bacterial Viability Kit (Thermo Fisher Scientific). Detailed protocols for TMC determination and viability assessment are reported in <xref ref-type="bibr" rid="B15">Cristofolini et al. (2025)</xref>.</p>
<p>Titratable acidity (expressed in Soxhlet-Henkel degrees, &#x00B0;SH/50 mL), pH, and fermentative activity (defined as acidification rate and expressed as &#x0394;&#x00B0;SH/50 mL) were determined following the procedures described by <xref ref-type="bibr" rid="B15">Cristofolini et al. (2025)</xref>.</p>
</sec>
<sec id="S2.SS3">
<label>2.3</label>
<title>Total DNA extraction and metagenome sequencing</title>
<p>Bacterial cells were harvested from 2 mL of each NWS sample by centrifugation at 9,000 g for 10 min. After cell washing with TE buffer (10 mM Tris-HCl, 1 mM EDTA, pH 8.0), total DNA was extracted using the DNeasy PowerSoil 96 Pro Kit (Qiagen, Hilden, Germany) on a QIAcube HT instrument (Qiagen, Hilden, Germany). The integrity and concentration of the extracted DNA were assessed by 1.5% agarose gel electrophoresis. Libraries were prepared and subjected to Illumina NovaSeq X platform by BMR Genomics (Padua, Italy). Specifically, libraries were prepared using the Illumina DNA Prep kit with IDT for Illumina UD Indexes, with adapter trimming performed using CTGTCTCTTATACACATCT, i7 adapters CA AGCAGAAGACGGCATACGAGAT[i7]GTCTCGTGGGCTCGG, and i5 adapters AATGATACGGCGACCACCGAGATCTACAC[i5] TCGTCGGCAGCGTC. Library quality was evaluated by measuring DNA concentration with a Qubit fluorometer (Thermo Fisher Scientific, Waltham, MA, United States) and fragment size distribution using a Bioanalyzer (Agilent Technologies, Santa Clara, CA, United States). Libraries were pooled by mass and sequenced on an Illumina NovaSeq X platform in paired-end 150 bp mode (2 &#x00D7; 150 bp). Raw sequencing reads in FASTQ format were preprocessed with fastp to remove adapters and low-quality bases, using a qualified Phred score of 20, an unqualified base limit of 30%, an average quality threshold of 25, and low-complexity filtering with a complexity threshold of 30 (<xref ref-type="bibr" rid="B10">Chen et al., 2018</xref>). Filtered reads were aligned with Bowtie (v.2.2.3) (<xref ref-type="bibr" rid="B39">Langmead et al., 2009</xref>) using default parameters against the SILVA v138 ribosomal RNA database (<xref ref-type="bibr" rid="B51">Quast et al., 2013</xref>) and the <italic>Homo sapiens</italic> GRCh38 genome to remove potential host contamination. Taxonomic profiling of microbial communities was then performed using MetaPhlAn v4 (June 2023 database) (<xref ref-type="bibr" rid="B7">Blanco-M&#x00ED;guez et al., 2023</xref>). Metataxonomic profile datasets generated for this study have been deposited in the NCBI GenBank database under the BioProject accession number <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="PRJNA1367500">PRJNA1367500</ext-link>.</p>
</sec>
<sec id="S2.SS4">
<label>2.4</label>
<title>Culturomics analyses</title>
<p>Media used for culturomics analyses were listed in <xref ref-type="table" rid="T1">Table 1</xref>. MRS and M17 media were prepared according to the manufacturer&#x2019;s instructions, with bacteriological agar added at a final concentration of 1.5% (w/v) when required. M17 and MRS media were supplemented with sterile skimmed whey (SSW; Reire, Reggio Emilia, Italy) at a final concentration of 3.5 g/L. A 5% (w/v) SSW stock solution was prepared as described by <xref ref-type="bibr" rid="B21">Fornasari et al. (2006)</xref>. Yeast extract (YE) and tryptone (TRYPTO) were added to MRS at final concentrations of 1, 2, and 4% (w/v) before autoclaving. Lactalbumin and casein hydrolysates were prepared as 10% (w/v) stock solutions, sterilized, and added to MRS medium at 1, 2 and 4% (w/v), after autoclaving. L-cysteine (C) was added to MRS medium prior to autoclaving at a final concentration of 0.5 g/L, while formic acid (F) was aseptically added after autoclaving to MRS medium at a final concentration of 5 mM. Folic acid (Fa) was prepared as a 50 &#x03BC;g/mL stock solution in ddH<sub>2</sub>O, filter-sterilized (0.2 &#x03BC;m), and added to MRS medium after autoclaving at a final concentration of 226 &#x03BC;M.</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Media and incubation conditions used in the present study.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<th valign="top" align="left">Abbreviation</th>
<th valign="top" align="left">Composition (supplements added to basal medium)</th>
<th valign="top" align="left">Incubation conditions (O<sub>2</sub>, temperature; time)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">CTRL</td>
<td valign="top" align="left">MRS medium (Peptone 1%, Beef extract 0.8%, Yeast extract 0.4%, Glucose 2%, Tween 80 0.001%, K<sub>2</sub>HPO<sub>4</sub> 0.2%, Sodium acetate trihydrate 0.5%, Ammonium citrate 0.2%, MgSO<sub>4</sub>&#x22C5;7H<sub>2</sub>O 0.02%, MnSO<sub>4</sub>&#x22C5;4H<sub>2</sub>O 0.005%)</td>
<td valign="top" align="left">Anaerobiosis; 42&#x00B0;C; 48&#x2013;72 h</td>
</tr>
<tr>
<td valign="top" align="left">M17-SWW</td>
<td valign="top" align="left">M17 medium (Tryptone 0.5%, Soy peptone 0.5%, Beef extract 0.5%, Yeast extract 0.25%, Ascorbic acid 0.05%, MgSO<sub>4</sub> 0.025%, Disodium &#x03B2;-glycerophosphate 1.9%, Lactose 0.5%) + skimmed sweet whey (SSW) 7%</td>
<td valign="top" align="left">Aerobiosis; 42&#x00B0;C; 72 h</td>
</tr>
<tr>
<td valign="top" align="left">YPDA</td>
<td valign="top" align="left">Yeast extract 1%, Peptone 2%, Glucose 2%, Agar 2%</td>
<td valign="top" align="left">Aerobiosis; 27&#x00B0;C; 48 h</td>
</tr>
<tr>
<td valign="top" align="left">SWW</td>
<td valign="top" align="left">MRS + skimmed sweet whey (SSW) 7% (w/v)</td>
<td valign="top" align="left">Anaerobiosis; 42&#x00B0;C; 48&#x2013;72 h</td>
</tr>
<tr>
<td valign="top" align="left">YE</td>
<td valign="top" align="left">MRS + yeast extract 4%</td>
<td valign="top" align="left">Anaerobiosis; 42&#x00B0;C; 48&#x2013;72 h</td>
</tr>
<tr>
<td valign="top" align="left">1% TRYPTO</td>
<td valign="top" align="left">MRS + tryptone 1%</td>
<td valign="top" align="left">Anaerobiosis; 42&#x00B0;C; 48&#x2013;72 h</td>
</tr>
<tr>
<td valign="top" align="left">2% TRYPTO</td>
<td valign="top" align="left">MRS + tryptone 2%</td>
<td valign="top" align="left">Anaerobiosis; 42&#x00B0;C; 48&#x2013;72 h</td>
</tr>
<tr>
<td valign="top" align="left">4% TRYPTO</td>
<td valign="top" align="left">MRS + tryptone 4%</td>
<td valign="top" align="left">Anaerobiosis; 42&#x00B0;C; 48&#x2013;72 h</td>
</tr>
<tr>
<td valign="top" align="left">1% CAS</td>
<td valign="top" align="left">MRS + casein hydrolysate 1%</td>
<td valign="top" align="left">Anaerobiosis; 42&#x00B0;C; 48&#x2013;72 h</td>
</tr>
<tr>
<td valign="top" align="left">2% CAS</td>
<td valign="top" align="left">MRS + casein hydrolysate 2%</td>
<td valign="top" align="left">Anaerobiosis; 42&#x00B0;C; 48&#x2013;72 h</td>
</tr>
<tr>
<td valign="top" align="left">4% CAS</td>
<td valign="top" align="left">MRS + casein hydrolysate 4%</td>
<td valign="top" align="left">Anaerobiosis; 42&#x00B0;C; 48&#x2013;72 h</td>
</tr>
<tr>
<td valign="top" align="left">1% LACTO</td>
<td valign="top" align="left">MRS + lactalbumin hydrolysate 1%</td>
<td valign="top" align="left">Anaerobiosis; 42&#x00B0;C; 48&#x2013;72 h</td>
</tr>
<tr>
<td valign="top" align="left">2% LACTO</td>
<td valign="top" align="left">MRS + lactalbumin hydrolysate 2% (w/v)</td>
<td valign="top" align="left">Anaerobiosis; 42&#x00B0;C; 48&#x2013;72 h</td>
</tr>
<tr>
<td valign="top" align="left">4% LACTO</td>
<td valign="top" align="left">MRS + lactalbumin hydrolysate 4% (w/v)</td>
<td valign="top" align="left">Anaerobiosis; 42&#x00B0;C; 48&#x2013;72 h</td>
</tr>
<tr>
<td valign="top" align="left">C</td>
<td valign="top" align="left">MRS + cysteine 4.3 mM</td>
<td valign="top" align="left">Anaerobiosis; 42&#x00B0;C; 48&#x2013;72 h</td>
</tr>
<tr>
<td valign="top" align="left">CF</td>
<td valign="top" align="left">MRS + cysteine 4.3 mM + Formic acid 5 mM</td>
<td valign="top" align="left">Anaerobiosis; 42&#x00B0;C; 48&#x2013;72 h</td>
</tr>
<tr>
<td valign="top" align="left">CFFa</td>
<td valign="top" align="left">MRS + cysteine 4.3 mM + formic acid 5 mM + folatic acid 226 &#x03BC;M</td>
<td valign="top" align="left">Anaerobiosis; 42&#x00B0;C; 48&#x2013;72 h</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Concentrations are expressed as% (w/v), where &#x201C;w/v&#x201D; indicates grams of solute per 100 mL of solution, unless otherwise specified. Concentrations of cysteine, formic acid, and folic acid are expressed in mM or &#x03BC;M. CTRL, control; YE, MRS supplemented with yeast extract; SSW, MRS supplemented with skimmed sweet whey; TRYPTO; MRS supplemented with tryptone; CAS, MRS supplemented with 2% casein hydrolysate; 4% CAS, MRS supplemented with casein hydrolysate; LACTO, MRS supplemented with 4% lactalbumin hydrolysate; C, MRS supplemented with cysteine; CF, MRS supplemented with cysteine and formic acid; CFFa, MRS supplemented with cysteine, formic acid, and folic acid.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>All media used for bacterial enumeration were supplemented with cycloheximide (50 &#x03BC;g/mL) to inhibit yeasts growth.</p>
<p>YPDA medium was prepared with 1% (w/v) yeast extract, 2% (w/v) peptone, 2% (w/v) glucose, and 1.5% (w/v) agar, to monitor generalist yeasts as contaminants in NWS. Chloramphenicol (50 &#x03BC;g/mL) was added to inhibit bacterial growth.</p>
<p>NWS samples were tenfold serially diluted in sterile saline solution (9 g/L NaCl) and plated by surface spreading using a sterile L-shaped spreader. Plates were incubated according to incubation conditions reported in <xref ref-type="table" rid="T1">Table 1</xref>. Specifically, lactobacilli were enumerated by incubating the plates at 42&#x00B0;C for 48&#x2013;72 h under anaerobic conditions; streptococci were enumerated by incubating M17-SSW plates at 42&#x00B0;C for 72 h under aerobic conditions, as described by <xref ref-type="bibr" rid="B21">Fornasari et al. (2006)</xref>; yeasts were enumerated by incubating YPDA plates at 42&#x00B0;C for 48 h under aerobic conditions. Viable cell counts were recorded as colony-forming units (CFU/mL) from plates containing 20&#x2013;200 colonies and expressed as Log<sub>10</sub> CFU/mL, calculated as the mean of at least three replicates.</p>
<p>Individual colonies were randomly selected from plates containing 20&#x2013;200 colonies and sub-cultured through three successive rounds of purification on the same isolation medium. The number of viable and cultivable isolates was monitored at each round of streaking and compared to the initial number of colonies selected from the primary plates to assess survival. Cultivability was expressed as the percentage of surviving colonies after three rounds of purification, according to <xref ref-type="disp-formula" rid="S2.E1">Equation 1</xref>:</p>
<disp-formula id="S2.E1">
<mml:math id="M1">
<mml:mrow>
<mml:mpadded width="+3.3pt">
<mml:mtext>Cultivability</mml:mtext>
</mml:mpadded>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mo>%</mml:mo>
<mml:mo rspace="5.8pt" stretchy="false">)</mml:mo>
</mml:mrow>
<mml:mo rspace="5.8pt">=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>v</mml:mi>
</mml:mrow>
<mml:mo>-</mml:mo>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>d</mml:mi>
</mml:mrow>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x002A;</mml:mo>
<mml:mn>100</mml:mn>
</mml:mrow>
</mml:math>
<label>(1)</label></disp-formula>
<p>where N<sub><italic>d</italic></sub> is the number of colonies that died during the three rounds of purification; N<sub><italic>v</italic></sub> is the number of surviving colonies after three rounds of purification; N<sub><italic>i</italic></sub> is the number of colonies initially isolated from the starting plate.</p>
<p>Axenic strains were examined for catalase activity, Gram-staining, and morphology, and subsequently stored at &#x2212;80 &#x00B0;C in liquid medium supplemented with 25% (v/v) glycerol.</p>
</sec>
<sec id="S2.SS5">
<label>2.5</label>
<title>LAB species identification</title>
<p>Genomic DNA was extracted by mechanical lysis from LAB isolates harvested at the early stationary phase, followed by organic solvent extraction, and quantified spectrophotometrically, as previously reported (<xref ref-type="bibr" rid="B70">Tagliazucchi et al., 2020</xref>). LAB isolates were identified by pentaplex PCR according to <xref ref-type="bibr" rid="B14">Cremonesi et al. (2011)</xref>, with the exceptions that primer concentrations were reduced to 1 &#x03BC;mol/L and PCR conditions followed those described by <xref ref-type="bibr" rid="B43">Martini et al. (2024)</xref>. When required, 16S amplified ribosomal DNA restriction analysis (16S-ARDRA) using the diagnostic endonucleases <italic>Mse</italic>I and <italic>Eco</italic>RI and 16S rRNA gene sequencing were performed as previously described (<xref ref-type="bibr" rid="B30">Giraffa et al., 1998</xref>; <xref ref-type="bibr" rid="B65">Sola et al., 2022</xref>).</p>
</sec>
<sec id="S2.SS6">
<label>2.6</label>
<title>Growth experiments</title>
<p><italic>Lactobacillus delbrueckii</italic> subsp. <italic>lactis</italic> strains C5I3 and T1104 were grown on the corresponding isolation medium (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 1</xref>) until the late exponential phase and then inoculated into 5 mL of MRS, M17-SSW, C, CF, or CFFa media at a final cell suspension of app. 10<sup>5</sup> CFU/mL. Cultures were incubated at 42&#x00B0;C for 72 h under anaerobic conditions, after which growth was monitored by measuring optical density at 600 nm (OD<sub>600</sub>) using a microplate reader (Multiskan SkyHigh, Thermo Fisher Scientific, United States). Growth was expressed as percentage relative to the OD<sub>600</sub> values of the control condition (MRS medium), as reported by <xref ref-type="bibr" rid="B20">Fontana et al. (2019)</xref>. All growth experiments were carried out in triplicate.</p>
</sec>
<sec id="S2.SS7">
<label>2.7</label>
<title>Cross-feeding experiments</title>
<p>Cross-feeding experiments were conducted in milk using three combinations of six NWS-derived strains, including two strains of <italic>S. thermophilus</italic> (St), two strains of <italic>L. helveticus</italic> (Lh), and two strains of <italic>L. delbrueckii</italic> subsp. <italic>lactis</italic> (Ld). Milk fermentations were performed using single monocultures (St, Lh, and Ld), 1:1 co-cultures (St + Lh, St + Ld, and Lh + Ld), and 1:1:1 tri-cultures (St + Lh + Ld), resulting in a total of 17 inoculation conditions. The experimental design of the cross-feeding tests is illustrated in <xref ref-type="fig" rid="F1">Figure 1</xref>. Specifically, individual strains were initially propagated in tubes containing 5 mL of the corresponding isolation medium at 42&#x00B0;C for 48 h according to the culture conditions described in <xref ref-type="supplementary-material" rid="DS1">Supplementary Table 1</xref>. Pre-cultures were scaled up to 35 mL under the same conditions and incubated until reaching the stationary phase. Cell densities were spectrophotometrically quantified at 600 nm (OD<sub>600</sub>), using species-specific calibration curves to correlate OD values with viable cell counts (CFU/mL) (<xref ref-type="bibr" rid="B57">Rutella et al., 2016</xref>). Prior to inoculation, appropriate volumes of each culture were centrifuged (6,000 rpm, 10 min, 4&#x00B0;C), and cell pellets were resuspended in 1 mL of sterile physiological solution. Cell suspensions were then inoculated in 40 mL of partially skimmed UHT milk (Parmalat, Reggio Emilia, Italy), previously aseptically aliquoted in 100 mL screw-cap Erlenmeyer flaks, to achieve a final concentration of app. 2 &#x00D7; 10<sup>7</sup> CFU/mL. For co-culture and tri-culture fermentations, cell suspensions of the respective species were combined in 1:1 or 1:1:1 ratio immediately prior to inoculation to reach the same final concentration (2 &#x00D7; 10<sup>7</sup> CFU/mL). The total inoculum size was kept constant across all conditions to avoid variability in acidification rate due to differences in inoculum density. Uninoculated milk was included as a negative control in each experiment. All milk fermentation assays were performed in triplicate. Inoculated milk samples were incubated at 42&#x00B0;C for 160 h in a temperature-controlled water bath.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Experimental design of cross-feeding trails in milk.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-17-1755652-g001.tif">
<alt-text content-type="machine-generated">Diagram displays three culture conditions: monoculture, co-culture, and tri-culture, with labeled jars representing combinations of Lactobacillus delbrueckii subsp. lactis, Lactobacillus helveticus, and Streptococcus thermophilus, identified by color-coded symbols and strain codes, each associated with numbered sets.</alt-text>
</graphic>
</fig>
</sec>
<sec id="S2.SS8">
<label>2.8</label>
<title>Milk acidification and lactic acid determination</title>
<p>Milk acidification was monitored three times per day (at 9:00, 13:00, and 17:00) by aseptically collecting 800 &#x03BC;L of sample and measuring pH using a penetration pH meter (XS Instruments, Carpi, MO, Italy). Fermentations were considered complete when the pH remained constant for at least three consecutive measurements. Changes in pH (&#x0394;pH), calculated as the difference between the initial pH (pH<sub>0</sub>) and the pH measured at each time point, were plotted against time to generate the acidification curves. Acidification curves were modeled using the gcFitSpline function available in <italic>grofit</italic> R package (<xref ref-type="bibr" rid="B37">Kahm et al., 2010</xref>) to calculate maximum acidification rate (&#x03BC;<sub><italic>max</italic></sub>. pH units h<sup>&#x2013;1</sup>) and maximum acidification efficiency (expressed as &#x0394;pH<sub><italic>max</italic></sub>).</p>
<p>At the end of fermentation, fermented milk samples were centrifuged (9,000 rpm, 10 min, 4&#x00B0;C), and the supernatants were 0.45 &#x03BC;m-filtered before enzymatic determination of D- and L-lactic acid concentrations, according to the manufacturer&#x2019;s instructions (Cat. No.: K-DLATE; Megazyme, Wicklow, Ireland). Enzymatic measurements were performed using a microplate reader (Multiskan SkyHigh, Thermo Fisher Scientific, United States).</p>
</sec>
<sec id="S2.SS9">
<label>2.9</label>
<title>Statistical analysis</title>
<p>Statistical analyses were performed using GraphPad Prism software (v.10, GraphPad Software, La Jolla, CA, United States). Data were analyzed by two-way ANOVA, followed by Tukey&#x2019;s multiple comparison test as <italic>post hoc</italic> analysis, unless otherwise specified. Differences were considered statistically significant at <italic>p</italic> &#x003C; 0.05 and, where applicable, are indicated by different letters.</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="S3.SS1">
<label>3.1</label>
<title>NWS characterization and metataxonomic profiling</title>
<p>The physicochemical and microbiological properties of the two NWS samples analyzed in this study are reported in <xref ref-type="table" rid="T2">Table 2</xref>. TMC values exceeded 9 Log<sub>10</sub> cells/mL in both samples, with viability values of 90.4% for type-D NWS and 89.5% for type-H NWS. Lactobacilli counts on conventional MRS medium were 8.05 Log<sub>10</sub> CFU/mL for type-D NWS and 8.01 Log<sub>10</sub> CFU/mL for type-H NWS. In both samples, streptococci (evaluated on M17-SSW medium) and contaminant yeasts (evaluated on YPDA medium) were present, in agreements with previous reports (<xref ref-type="bibr" rid="B42">Martini et al., 2021</xref>; <xref ref-type="bibr" rid="B65">Sola et al., 2022</xref>). Overall, the data indicate that the NWS samples are high dense cultures of viable and metabolically active LAB cells.</p>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Physicochemical and microbiological properties of the two NWS samples considered in this study.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<th valign="top" align="left">Properties</th>
<th valign="top" align="left">NWS type-H</th>
<th valign="top" align="left">NWS type-D</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Ph</td>
<td valign="top" align="left">3.54 &#x00B1; 0.01</td>
<td valign="top" align="left">3.40 &#x00B1; 0.01</td>
</tr>
<tr>
<td valign="top" align="left">Fermentative activity (&#x0394;&#x00B0;SH/50 mL) (44&#x00B0;C)</td>
<td valign="top" align="left">8.52 &#x00B1; 0.04</td>
<td valign="top" align="left">7.39 &#x00B1; 0.03</td>
</tr>
<tr>
<td valign="top" align="left">Titratable acidity (&#x0394;&#x00B0;SH)</td>
<td valign="top" align="left">28.6 &#x00B1; 0.10</td>
<td valign="top" align="left">33.00 &#x00B1; 0.13</td>
</tr>
<tr>
<td valign="top" align="left">Lactobacilli counts (Log<sub>10</sub> CFU/mL)</td>
<td valign="top" align="left">8.01 &#x00B1; 0.06</td>
<td valign="top" align="left">8.05 &#x00B1; 0.01</td>
</tr>
<tr>
<td valign="top" align="left">Streptococci counts (Log<sub>10</sub> CFU/mL)</td>
<td valign="top" align="left">7.41 &#x00B1; 0.01</td>
<td valign="top" align="left">6.40 &#x00B1; 0.006</td>
</tr>
<tr>
<td valign="top" align="left">Generalist yeast counts (Log<sub>10</sub> CFU/mL)</td>
<td valign="top" align="left">2.69 &#x00B1; 0.02</td>
<td valign="top" align="left">1.81 &#x00B1; 0.01</td>
</tr>
<tr>
<td valign="top" align="left">TMC (Log<sub>10</sub> Cells/mL)</td>
<td valign="top" align="left">9.13 &#x00B1; 0.05</td>
<td valign="top" align="left">9.27 &#x00B1; 0.07</td>
</tr>
<tr>
<td valign="top" align="left">Viability (%)</td>
<td valign="top" align="left">89.5 &#x00B1; 3.3</td>
<td valign="top" align="left">90.40 &#x00B1; 7.3</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Data are presented as means of three replicates &#x00B1; standard deviation. TMC, total microbial counts.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Metataxonomic profiles were determined for type-D and type-H NWS samples. Both communities were dominated by <italic>L. delbrueckii</italic> and <italic>L. helveticus</italic>, cumulatively accounting for &#x003E; 70% of the total microbial abundance. The type-D sample was enriched in <italic>L. delbrueckii</italic> (78.62%), followed by <italic>L. helveticus</italic> (17.14%), <italic>S. thermophilus</italic> (3.96%), and <italic>L. fermentum</italic> (0.28%), whereas the type-H NWS in <italic>L</italic>. <italic>helveticus</italic> (79.81%), followed by <italic>L. delbrueckii</italic> (14.03%), <italic>S. thermophilus</italic> (6.10%), and <italic>L. fermentum</italic> (0.06%) (<xref ref-type="fig" rid="F2">Figure 2</xref>). The results were consistent with the previous classification of these NWS cultures in type-D and type-H communities (<xref ref-type="bibr" rid="B65">Sola et al., 2022</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Taxonomic composition of type-D and type-H NWS assessed by metagenomics. Metagenomics results were expressed as average abundances of three biological replicates for each type of NWS.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-17-1755652-g002.tif">
<alt-text content-type="machine-generated">Stacked bar chart comparing the relative abundance percentages of four bacterial species&#x2013;L. delbrueckii, L. helveticus, L. fermentum, and S. thermophilus&#x2013;between type-D and type-H, with L. delbrueckii dominant in type-D and L. helveticus dominant in type-H.</alt-text>
</graphic>
</fig>
</sec>
<sec id="S3.SS2">
<label>3.2</label>
<title>Effect of different nitrogen sources on plate counts and cultivability of NWS lactobacilli</title>
<p>The reduced viability of the NWS lactobacilli may be related to nutritional limitations, such as auxotrophies for several amino acids and growth factors, which are commonly reported in LAB species. To evaluate this hypothesis, 11 different MRS-based media were tested for the ability to support NWS lactobacilli growth, assessed both by plate counts (Log<sub>10</sub> CFU/mL) and by the capability to maintain isolates viable <italic>ex situ</italic> over time as axenic culture. Five nitrogen and growth factors sources were used as supplements: caseins hydrolysate (1, 2, and 4% w/v), tryptone (1, 2, and 4% w/v), lactoalbumin hydrolysate (1, 2, and 4%), YE (4% w/v), and SSW (7% w/v). For each supplementation, type-D NWS and one type-H NWS samples previously characterized by metagenomics were submitted to microbiological analyses.</p>
<p>Concerning plate counts, supplementations with CAS, YE, and TRYPTO were the most effective supplements in supporting the growth of NWS lactobacilli. Specifically, caseins supplementation increased plate counts compared to the control condition (MRS without supplementations; <italic>p</italic> &#x003C; 0.05) (<xref ref-type="fig" rid="F3">Figure 3A</xref>). In type-D NWS sample, this effect was concentration-dependent, with caseins 4% yielding the highest Log<sub>10</sub> CFU/mL values, whereas in type-H sample, 1% caseins supplementation resulted in the highest plate counts (<xref ref-type="fig" rid="F3">Figure 3A</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Effects of different nitrogen source supplementations on plate counts values (expressed as Log<sub>10</sub> CFU/mL) of lactobacilli from type-D and type-H NWS. MRS medium (pH 6.5) was used as the control condition (CTRL). Values are the mean of at least three replicates and error bars represent standard deviation. Different letters indicate significantly different values (<italic>p</italic> &#x003C; 0.05). Horizontal orange and black dotted lines represent total microbial counts (TMC) values (expressed as Log<sub>10</sub> Cells/mL) of type-D and type-H NWS, respectively. YE, MRS supplemented with yeast extract; SSW, MRS supplemented with skimmed sweet whey.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-17-1755652-g003.tif">
<alt-text content-type="machine-generated">Four grouped bar graphs display Log base ten CFU per milliliter for total microbial counts under various protein sources: casein hydrolysate, tryptone, lactalbumin hydrolysate, and yeast extract or SSW, for type-D and type-H samples. Each graph presents control and treatment groups, with bars in different colors and patterns indicating sample type and concentration. Error bars represent standard deviation, and letters above bars indicate statistical significance. Reference dashed lines across all panels show the total microbial count for comparison. All axes, labels, and data groupings are clearly marked.</alt-text>
</graphic>
</fig>
<p>A similar trend was observed for tryptone supplementations. In the type-D sample, plate counts increased proportionally with tryptone concentration compared to the control (<italic>p</italic> &#x003C; 0.05), whereas in the type-H sample, 1% tryptone was enough to significantly enhance plate counts relative to MRS medium (<xref ref-type="fig" rid="F3">Figure 3B</xref>).</p>
<p>Lactalbumin hydrolysate also significantly improved plate counts compared to the control, but only at the highest concentrations tested in both type-D and type-H samples (<xref ref-type="fig" rid="F3">Figure 3C</xref>).</p>
<p>By contrast, YE and SSW supplementations produced divergent effects: YE significantly increased plate counts compared to the control, whereas SSW supplementation failed to promote lactobacilli growth in both NWS samples (<xref ref-type="fig" rid="F3">Figure 3D</xref>).</p>
<p>The 7 most effective supplements in supporting plate counts were subsequently selected to evaluate their capability to support cultivability of NWS lactobacilli, assessed as the percentage of viable axenic cultures after three successive purification steps. Remarkably, the supplements that have maximized plate counts were largely ineffective in sustaining the cultivability during axenic propagation (<xref ref-type="fig" rid="F4">Figure 4</xref>). By contrast, MRS supplemented with 4% (v/v) lactalbumin hydrolysate resulted in the highest cultivability for isolates from both type-D and type-H NWS, although it failed to enhance plate counts. For isolates from type-D NWS, supplementation with 4% tryptone yielded cultivability levels comparable to those observed with 4% lactalbumin, whereas YE supplementation maintained cultivability in approximatively 20% of isolates, similar to the control condition. For the type-H NWS isolates, 4% lactalbumin resulted in the highest cultivability, followed by 2% caseins, and YE (<xref ref-type="fig" rid="F4">Figure 4</xref>). Across most culture conditions, the highest mortality rate was observed during the first purification step for both the sets of isolates (data not shown).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Effects of different nitrogen source supplementations on the cultivability of type-D and type-H NWS lactobacilli grown as axenic cultures. Cultivability is expressed as percentage of axenic cultures which remained viable and cultivable after three consecutive rounds of purification on the same medium. MRS medium (pH 6.5) was used as the control condition (CTRL). YE, MRS supplemented with yeast extract; SSW, MRS supplemented with skimmed sweet whey; 2% TRYPTO, MRS supplemented with 2% tryptone; 4% TRYPTO, MRS supplemented with 4% tryptone; 2% CAS, MRS supplemented with 2% casein hydrolysate; 4% CAS, MRS supplemented with 4% casein hydrolysate; 4% LACTO, MRS supplemented with 4% lactalbumin hydrolysate.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-17-1755652-g004.tif">
<alt-text content-type="machine-generated">Bar chart comparing percentage of cultivability under various conditions for type-D and type-H. Type-D shows highest values for four percent LACTO and two percent CAS, while type-H peaks at four percent LACTO and four percent CAS. CTRL, YE, and SSW display lower cultivability for both types.</alt-text>
</graphic>
</fig>
</sec>
<sec id="S3.SS3">
<label>3.3</label>
<title>Effect of different nitrogen sources on NWS species representativeness</title>
<p>To evaluate whether supplementation of MRS medium with different nitrogen sources affected species representativeness, isolates were identified at species level using DNA barcoding methods. As shown in <xref ref-type="table" rid="T3">Table 3</xref>, the majority of lactobacilli isolated from both type-D and type-H NWS samples were identified as <italic>L. helveticus</italic>, suggesting that all tested media largely failed to support the cultivation of <italic>L. delbrueckii</italic>, even when this species dominated the microbial community of type-D NWS, as revealed by metataxonomic analysis (<xref ref-type="fig" rid="F2">Figure 2</xref>). Remarkably, only MRS-SSW and MRS-LACTO 4% enabled the isolation of a limited number of <italic>L. delbrueckii</italic> strains and maintained them in a viable and cultivable state. In contrast, MRS-YE supported the isolation of <italic>L. helveticus</italic> and <italic>L. fermentum</italic> only (<xref ref-type="table" rid="T3">Table 3</xref>). Nevertheless, none of the tested media reflected the actual species composition observed in type-D NWS (<xref ref-type="fig" rid="F2">Figure 2</xref>). Taken together, the results indicate that supplementation strategies that effectively increased plate counts, such as MRS-YE, MRS-TRIPTO 2 and 4%, MRS-CAS 2 and 4%, were not suitable for cultivating <italic>L. delbrueckii.</italic> This outcome is likely attributable to the reduced survival of <italic>L. delbrueckii</italic> during subsequent purification steps, rather than to insufficient initial growth on these media.</p>
<table-wrap position="float" id="T3">
<label>TABLE 3</label>
<caption><p>Effect of different nitrogen source supplementations on species representativeness of lactobacilli isolates from type-D and type-H NWS cultures.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<th valign="top" align="left">Media</th>
<th valign="top" align="center" colspan="3">NWS type-D</th>
<th valign="top" align="center" colspan="3">NWS type-H</th>
</tr>
<tr>
<th valign="top" align="left"/>
<th valign="top" align="left">Lh (%)</th>
<th valign="top" align="left">Lf (%)</th>
<th valign="top" align="left">Ld (%)</th>
<th valign="top" align="left">Lh (%)</th>
<th valign="top" align="left">Lf (%)</th>
<th valign="top" align="left">Ld (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">CTRL</td>
<td valign="top" align="left">71.43</td>
<td valign="top" align="left">28.57</td>
<td valign="top" align="left">0.00</td>
<td valign="top" align="left">100.00</td>
<td valign="top" align="left">0.00</td>
<td valign="top" align="left">0.00</td>
</tr>
<tr>
<td valign="top" align="left">YE</td>
<td valign="top" align="left">100.00</td>
<td valign="top" align="left">0.00</td>
<td valign="top" align="left">0.00</td>
<td valign="top" align="left">80.00</td>
<td valign="top" align="left">20.00</td>
<td valign="top" align="left">0.00</td>
</tr>
<tr>
<td valign="top" align="left">SSW</td>
<td valign="top" align="left">0.00</td>
<td valign="top" align="left">71.43</td>
<td valign="top" align="left">28.57</td>
<td valign="top" align="left">100.00</td>
<td valign="top" align="left">0.00</td>
<td valign="top" align="left">0.00</td>
</tr>
<tr>
<td valign="top" align="left">2% TRYPTO</td>
<td valign="top" align="left">42.86</td>
<td valign="top" align="left">57.14</td>
<td valign="top" align="left">0.00</td>
<td valign="top" align="left">100.00</td>
<td valign="top" align="left">0.00</td>
<td valign="top" align="left">0.00</td>
</tr>
<tr>
<td valign="top" align="left">4% TRYPTO</td>
<td valign="top" align="left">100.00</td>
<td valign="top" align="left">0.00</td>
<td valign="top" align="left">0.00</td>
<td valign="top" align="left">100.00</td>
<td valign="top" align="left">0.00</td>
<td valign="top" align="left">0.00</td>
</tr>
<tr>
<td valign="top" align="left">2% CAS</td>
<td valign="top" align="left">100.00</td>
<td valign="top" align="left">0.00</td>
<td valign="top" align="left">0.00</td>
<td valign="top" align="left">100.00</td>
<td valign="top" align="left">0.00</td>
<td valign="top" align="left">0.00</td>
</tr>
<tr>
<td valign="top" align="left">4% CAS</td>
<td valign="top" align="left">100.00</td>
<td valign="top" align="left">0.00</td>
<td valign="top" align="left">0.00</td>
<td valign="top" align="left">100.00</td>
<td valign="top" align="left">0.00</td>
<td valign="top" align="left">0.00</td>
</tr>
<tr>
<td valign="top" align="left">4% LACTO</td>
<td valign="top" align="left">75.00</td>
<td valign="top" align="left">12.50</td>
<td valign="top" align="left">12.50</td>
<td valign="top" align="left">100.00</td>
<td valign="top" align="left">0.00</td>
<td valign="top" align="left">0.00</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Taxonomic attribution was assessed by culture-based DNA barcoding methods. Results were expressed as percentage of isolates assigned to a given species. MRS medium (6.5 pH) was used as control condition (CTRL). Lh, <italic>L. helveticus</italic>; Lf, <italic>L. fermentum</italic>; Ld, <italic>L. delbrueckii</italic> subsp. <italic>lactis</italic>; YE, MRS supplemented with yeast extract; SSW, MRS supplemented with skimmed sweet whey; TRYPTO 2%, MRS supplemented with 2% tryptone; TRYPTO 4%, MRS supplemented with 4% tryptone; CAS 2%, MRS supplemented with 2% caseins hydrolysate; CAS 4% MRS supplemented with 4% caseins hydrolysate; LACTO 4%, MRS supplemented with 4% lactalbumin hydrolysate, respectively.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="S3.SS4">
<label>3.4</label>
<title>Effect of cysteine, formic acid, and folate supplementations on plate counts and cultivability of NWS lactobacilli</title>
<p>As members of a complex microbial community, NWS lactobacilli may be poorly adapted to grow under axenic conditions, where microbial interactions and metabolite exchanges are absent. In Swiss cheese NWS cultures, formic acid and folate are produced by <italic>S. thermophilus</italic> and used by <italic>L. delbrueckii</italic> (<xref ref-type="bibr" rid="B66">Somerville et al., 2022</xref>). This metabolic interaction is also a well-known feature of the protocooperation between <italic>S. thermophilus</italic> and <italic>L. delbrueckii</italic> subsp. <italic>bulgaricus</italic> in yogurt cultures (<xref ref-type="bibr" rid="B62">Sieuwerts et al., 2008</xref>, <xref ref-type="bibr" rid="B63">2010</xref>). Furthermore, cysteine supplementation has been reported to enhance the growth of several oxygen-sensitive lactobacilli (<xref ref-type="bibr" rid="B16">Dave and Shah, 1998</xref>; <xref ref-type="bibr" rid="B68">Soto et al., 2019</xref>; <xref ref-type="bibr" rid="B61">Serrador et al., 2025</xref>). Based on these considerations, the effects of cysteine, formic acid, and folate supplementations on plate counts and cultivability of NWS lactobacilli were investigated. Specifically, C medium, containing L-cysteine (0.05% w/v), CF medium, containing L-cysteine (0.05% w/v) and formic acid (5 mM), and CFFa medium, containing L-cysteine (0.05% w/v), formic acid (5 mM), and folic acid (226 &#x03BC;M), were evaluated for the ability both to support plate counts of NWS lactobacilli and to maintain isolates from both type-D and type-H NWS in a viable and cultivable state.</p>
<p>MRS-YE medium was confirmed to be the most effective for plate count recovery in both NWS samples (<italic>p</italic> &#x003C; 0.05) (<xref ref-type="fig" rid="F5">Figure 5</xref>). By contrast, addition of cysteine, formic acid, and folic acid produced distinct effects in the two NWS samples. In type-D NWS, the highest plate counts were scored on CF medium, which exhibited values comparable with those observed on MRS and MRS-YE. Conversely, in type-H NWS, all tested conditions showed significantly lower Log<sub>10</sub> CFU/mL values compared with the control MRS medium (<italic>p</italic> &#x003C; 0.05) (<xref ref-type="fig" rid="F5">Figure 5</xref>). These differences may reflect the distinct microbial composition of the two NWS cultures, with type-D NWS being characterized by a higher abundance of <italic>L. delbrueckii</italic>, and type-H NWS dominated by <italic>L. helveticus</italic> (<xref ref-type="fig" rid="F2">Figure 2</xref>). The results suggest that supplementation with cysteine and formic acid may favor the growth of <italic>L. delbrueckii</italic>, which was present at high abundance in type-D NWS.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>Effect of C, CF, and CFFa media on plate counts values (expressed as Log<sub>10</sub> CFU/mL) of type-D and type-H NWS cultivable lactobacilli fractions. MRS medium (pH 6.5) was used as the control condition (CTRL). Values are the mean of at least three replicates and error bars represent standard deviation. Different letters indicate significantly different values (<italic>p</italic> &#x003C; 0.05). Horizontal orange and black dotted lines represent total microbial counts (TMC) values (expressed as Log<sub>10</sub> cells/mL) of type-D and type-H NWS, respectively. YE, MRS supplemented with yeast extract; C, MRS supplemented with cysteine; CF, MRS supplemented with cysteine and formic acid; CFFa, MRS supplemented with cysteine, formic acid, and folic acid.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-17-1755652-g005.tif">
<alt-text content-type="machine-generated">Bar chart comparing Log10 CFU per milliliter total microbial counts across six treatments (CTRL, YE, C, CF, CFFa) for type-D and type-H groups. YE shows the highest counts for both groups, marked with &#x201C;a&#x201D;, while CTRL has lower values. Error bars and statistical letters indicate significant differences between treatments. Dotted lines at the top denote maximum possible microbial count levels.</alt-text>
</graphic>
</fig>
<p>Cultivability results were consistent with the trends observed for plate count recovery. As shown in <xref ref-type="fig" rid="F6">Figure 6</xref>, supplementation with cysteine and formic acid resulted in 100% cultivability of isolates derived from type-D NWS. In contrast, for type-H NWS, cultivability values obtained with C, CF, and CFFa media were significantly lower than those observed with MRS and MRS-YE (<italic>p</italic> &#x003C; 0.05). Overall, these findings support that supplementation with cysteine and formic acid represents the most effective condition for both enumeration and isolation of the lactobacilli fraction from type-D NWS enriched in <italic>L. delbrueckii</italic>.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption><p>Effects of C, CF, and CFFa media on the cultivability of type-D and type-H NWS lactobacilli grown as axenic cultures. Cultivability is expressed as percentage of axenic cultures which remained viable and cultivable after three consecutive rounds of purification on the same medium. MRS medium (pH 6.5) was used as the control condition (CTRL). YE, MRS supplemented with yeast extract; C, MRS supplemented with cysteine; CF, MRS supplemented with cysteine and formic acid; CFFa, MRS supplemented with cysteine, formic acid, and folic acid.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-17-1755652-g006.tif">
<alt-text content-type="machine-generated">Bar chart comparing percent cultivability among two groups, type-D and type-H, across five treatments: CTRL, YE, C, CF, and CFFa. Type-D group shows 75 percent for CTRL and YE, about 35 percent for C, 100 percent for CF, and approximately 62 percent for CFFa. Type-H group shows 75 percent for CTRL, about 63 percent for YE, roughly 35 percent for C, and about 20 percent each for CF and CFFa. Y-axis labeled percent of cultivability; group and treatment labels appear on the x-axis.</alt-text>
</graphic>
</fig>
</sec>
<sec id="S3.SS5">
<label>3.5</label>
<title>Effect of cysteine, formic acid, and folic acid on NWS species representativeness</title>
<p>The ability of C, CF, and CFFa media to isolate the species present within type-D or type-H NWS communities was evaluated by performing species identification of axenic cultures obtained from each culture condition. For isolates derived from type-D NWS, CF medium was the only condition that supported the maintenance of <italic>L. delbrueckii</italic> isolates in a viable and cultivable state (<xref ref-type="table" rid="T4">Table 4</xref>). However, <italic>L. delbrueckii</italic> accounted for only 35% of the isolates recovered on CF medium, indicating that the dominance of <italic>L. delbrueckii</italic> has not been completely represented under this cultivation condition. Interestingly, all <italic>L. delbrueckii</italic> isolates belonged to the subspecies <italic>lactis</italic>, as determined by 16S-ARDRA with <italic>Eco</italic>RI (<xref ref-type="bibr" rid="B30">Giraffa et al., 1998</xref>) and confirmed by 16S rRNA gene sequencing. In contrast, for isolates obtained from type-H NWS, MRS-YE was the only medium that allowed the recovery of both <italic>L. helveticus</italic> and <italic>L. fermentum</italic>. None of the tested media allowed for the isolation of the minor <italic>L. delbrueckii</italic> fraction present in type-H NWS (<xref ref-type="table" rid="T4">Table 4</xref>).</p>
<table-wrap position="float" id="T4">
<label>TABLE 4</label>
<caption><p>Effect of L-cysteine, formic acid, and folate on species representativeness of lactobacilli isolates from type-D and type-H NWS cultures.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<th valign="top" align="left">Media</th>
<th valign="top" align="center" colspan="3">NWS type-D</th>
<th valign="top" align="center" colspan="3">NWS type-H</th>
</tr>
<tr>
<th valign="top" align="left"/>
<th valign="top" align="left">Lh (%)</th>
<th valign="top" align="left">Lf (%)</th>
<th valign="top" align="left">Ld (%)</th>
<th valign="top" align="left">Lh (%)</th>
<th valign="top" align="left">Lf (%)</th>
<th valign="top" align="left">Ld (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">CTRL</td>
<td valign="top" align="left">80.00</td>
<td valign="top" align="left">20.00</td>
<td valign="top" align="left">0.00</td>
<td valign="top" align="left">100.00</td>
<td valign="top" align="left">0.00</td>
<td valign="top" align="left">0.00</td>
</tr>
<tr>
<td valign="top" align="left">YE</td>
<td valign="top" align="left">66.67</td>
<td valign="top" align="left">33.33</td>
<td valign="top" align="left">0.00</td>
<td valign="top" align="left">80.00</td>
<td valign="top" align="left">20.00</td>
<td valign="top" align="left">0.00</td>
</tr>
<tr>
<td valign="top" align="left">C</td>
<td valign="top" align="left">100.00</td>
<td valign="top" align="left">0.00</td>
<td valign="top" align="left">0.00</td>
<td valign="top" align="left">100.00</td>
<td valign="top" align="left">0.00</td>
<td valign="top" align="left">0.00</td>
</tr>
<tr>
<td valign="top" align="left">CF</td>
<td valign="top" align="left">62.50</td>
<td valign="top" align="left">0.00</td>
<td valign="top" align="left">37.50</td>
<td valign="top" align="left">100.00</td>
<td valign="top" align="left">0.00</td>
<td valign="top" align="left">0.00</td>
</tr>
<tr>
<td valign="top" align="left">CFFa</td>
<td valign="top" align="left">100.00</td>
<td valign="top" align="left">0.00</td>
<td valign="top" align="left">0.00</td>
<td valign="top" align="left">100.00</td>
<td valign="top" align="left">0.00</td>
<td valign="top" align="left">0.00</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Taxonomic attribution was assessed by culture-based DNA barcoding methods. Results were expressed as percentage of isolates assigned to a given species. MRS medium (pH 6.5) was used as control condition (CTRL). Lh, <italic>L. helveticus</italic>; Lf, <italic>L. fermentum</italic>; Ld, <italic>L. delbrueckii</italic> subsp. <italic>lactis</italic>; YE, MRS supplemented with yeast extract; C, MRS supplemented with cysteine; CF, MRS supplemented with cysteine and formic acid; CFFa, MRS supplemented with cysteine, formic acid, and folic acid.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="S3.SS6">
<label>3.6</label>
<title>Effect of cysteine, formic acid, and folic acid on growth of <italic>L. delbrueckii</italic> subsp. lactis axenic cultures</title>
<p>To further confirm the positive effect of cysteine and formic acid supplementation on the growth of <italic>L. delbrueckii</italic> subsp. <italic>lactis</italic>, growth performance of two representative strains (C5I3 and T1104) was evaluated in SSW, C, CF, and CFFa media and expressed as a percentage relative to growth in MRS medium used as the control. While SSW supplementation decreased the growth percentage of both strains, C, CF, and CFFa exerted a positive effect, with C and CF representing the most effective conditions (<italic>p</italic> &#x003C; 0.05) (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 1</xref>).</p>
</sec>
<sec id="S3.SS7">
<label>3.7</label>
<title>Milk acidification trends in cross-feeding trials</title>
<p>To test whether the presence of other species could specifically promote the growth and activity of <italic>L. delbrueckii</italic>, cross-feeding experiments were carried out by fermenting milk with different combinations of mono-, co-, and tri-cultures of <italic>L. helveticus</italic>, <italic>L. delbrueckii</italic> subsp. <italic>lactis</italic>, and <italic>S. thermophilus</italic> strains isolated from type-D and type-H NWS communities. Specifically, <italic>L. helveticus</italic> (Lh) strains C001.15 and LBB04, <italic>L. delbrueckii</italic> subsp. <italic>lactis</italic> (Ld) strains T1104 and C5I3, and <italic>S. thermophilus</italic> strains (St) RBC06 and C001.27 were combined into three inoculation sets: set 1 (C001.15, RBC06, and T1104), set 2 (LBB04, C001.27, and C5I3), and set 3 (C001.15, RBC06, and C5I3) (<xref ref-type="fig" rid="F1">Figure 1</xref>). Each strain was inoculated into milk as monocultures, in pairwise co-cultures, and tri-cultures. Acidification kinetics (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 2</xref>) were analyzed to estimate the maximum acidification rate (&#x03BC;<sub><italic>max</italic></sub>) and maximum acidification efficiency (&#x0394;pH<sub><italic>max</italic></sub>).</p>
<p>In monoculture, Lh exhibited the highest acidification rates, followed by Ld and St, respectively (<italic>p</italic> &#x003C; 0.05) (<xref ref-type="fig" rid="F7">Figure 7A</xref>). Both Ld monocultures showed intermediate &#x03BC;<sub><italic>max</italic></sub> values relative to Lh and St monocultures (<xref ref-type="fig" rid="F7">Figure 7A</xref>). Across all inoculation sets, tri-cultures consistently displayed the highest &#x03BC;<sub><italic>max</italic></sub> values (<italic>p</italic> &#x003C; 0.05), followed by the co-cultures St + Lh and St + Ld.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption><p>Maximum acidification rate (&#x03BC;<sub>max</sub>, h<sup>&#x2013;1</sup>) <bold>(A)</bold> and maximum fermentative efficiency (&#x0394;pH<sub>max</sub>) <bold>(B)</bold> of <italic>L. helveticus</italic> (Lh), <italic>L. delbrueckii</italic> (Ld), and <italic>S. thermophilus</italic> (St) NWS strains in monoculture, co-culture, and tri-culture. Panels show set 1 (Lh C001.15, St RBC06, Ld T1104), set 2 (Lh LBB04, St C001.27, Ld C5I3), and set 3 (Lh C001.15, St RBC06, and Ld C5I3). Values represent means of three replicates &#x00B1; SD. Different lowercase letters indicate statistically significant differences as evaluated through one-way ANOVA (<italic>p</italic> &#x003C; 0.05).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-17-1755652-g007.tif">
<alt-text content-type="machine-generated">Six grouped bar charts compare triculture, coculture, and monoculture conditions across Sets 1, 2, and 3. Panels A and B show, respectively, growth rates (&#x00B5; h&#x2212;1) and &#x0394; pH max values for each condition; differences between groups are marked by distinct lowercase letters.</alt-text>
</graphic>
</fig>
<p>Remarkably, in all strain combinations tested, co-inoculation of milk with Lh and Ld resulted in reduced acidification rates compared with the corresponding monocultures, regardless of the specific Ld and Lh strains used (<xref ref-type="fig" rid="F7">Figure 7A</xref>). By contrast, in St + Ld co-cultures, &#x03BC;<sub><italic>max</italic></sub> values were significantly higher than those observed in the corresponding Ld and St monocultures (<italic>p</italic> &#x003C; 0.05) (<xref ref-type="fig" rid="F7">Figure 7A</xref>), indicating a mutual benefit from co-cultivation. A similar enhancement was observed in Lh + St co-cultures, where all strain combinations exhibited significantly higher acidification rates than their respective monocultures (<italic>p</italic> &#x003C; 0.05) (<xref ref-type="fig" rid="F7">Figure 7A</xref>). Interestingly, in inoculation set 2, co-cultivation of St strain C001.27 with Ld strain C5I3 resulted in &#x03BC;<sub><italic>max</italic></sub> values comparable to those observed under tri-culture conditions. In contrast, co-cultivation with Lh strain LBB04 yielded significantly lower &#x03BC;<sub><italic>max</italic></sub> values compared to the corresponding St + Ld interaction. However, these values remained comparable to those recorded for the co-culture condition in other inoculation sets (<italic>p</italic> &#x003C; 0.05) (<xref ref-type="fig" rid="F7">Figure 7A</xref>).</p>
<p>Statistical analysis of the maximum acidification efficiency (&#x0394;pH<sub><italic>max</italic></sub>) largely confirmed the trends described for &#x03BC;<sub><italic>max</italic></sub>, with the exception of Ld strain T1104 in inoculation set 1 (<xref ref-type="fig" rid="F7">Figure 7B</xref>). Strain T1104 showed lower &#x0394;pH<sub><italic>max</italic></sub> than the conspecific strain C5I3 and exhibited a such limited acidification ability in monoculture that co-cultivation with Lh strain C001.15 resulted in lower final pH values and, consequently, a higher &#x0394;pH<sub><italic>max</italic></sub> compared with the T1104 monoculture (<italic>p</italic> &#x003C; 0.05). Nonetheless, even under these conditions, Lh + Ld co-cultures remained less effective in acidification than Lh monoculture (<italic>p</italic> &#x003C; 0.05).</p>
<p>Overall, the findings support the presence of negative interactions between <italic>L. helveticus</italic> and <italic>L. delbrueckii</italic> subsp. <italic>lactis</italic> and positive interactions between <italic>L. delbrueckii</italic> subsp. <italic>lactis</italic> and <italic>S. thermophilus</italic>, as well as between <italic>S. thermophilus</italic> and <italic>L. helveticus</italic>.</p>
</sec>
<sec id="S3.SS8">
<label>3.8</label>
<title>D- and L-lactate production in cross-feeding trials</title>
<p>Since <italic>S. thermophilus</italic> mainly produces L-lactate (<xref ref-type="bibr" rid="B27">Ghailan and Niamah, 2025</xref>), <italic>L. delbrueckii</italic> subsp. <italic>lactis</italic> produces D-lactate (<xref ref-type="bibr" rid="B5">Bernard et al., 1991</xref>), and <italic>L. helveticus</italic> produces a racemic mixture of L- and D-lactate (<xref ref-type="bibr" rid="B38">Kyl&#x00E4;-Nikkil&#x00E4; et al., 2000</xref>), the D/L-lactate ratio at the end of milk fermentation can provide insights into species interactions during co-cultivation. Accordingly, milk samples collected at the end of each fermentation were analyzed to determine D- and L-lactate concentrations.</p>
<p>In monoculture, Lh strains produced a racemic mixture of lactic acid, whereas Ld strains produced exclusively D-lactate, as expected (<xref ref-type="fig" rid="F8">Figure 8</xref>). However, the limited growth of Ld strain T1104 resulted in a very low level of D-lactate. St strains RBC06 and C001.27 predominately produced L-lactate, which accounted for 67.2 and 83% of total lactate, respectively. Regardless of the lactate enantiomer produced, monocultures produced a very low amount of total lactate, consistent with the slow acidification phenotype previously reported for NWS isolates (<xref ref-type="bibr" rid="B48">Morelli et al., 1986</xref>; <xref ref-type="bibr" rid="B22">Fortina et al., 1998</xref>; <xref ref-type="bibr" rid="B35">Hebert et al., 2001</xref>).</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption><p>L-lactate (red) and D-lactate (blue) concentrations (expressed as mg/mL) detected at the end of milk fermentation with <italic>L. helveticus</italic> (Lh), <italic>L. delbrueckii</italic> (Ld), and <italic>S. thermophilus</italic> (St) NWS strains in monoculture, co-culture, and tri-culture. Panels show set 1 (Lh C001.15, St RBC06, Ld T1104), set 2 (Lh LBB04, St C001.27, Ld C5I3), and set 3 (Lh C001.15, St RBC06, and Ld C5I3). Values represent means of three replicates &#x00B1; SD. Different lowercase letters indicate statistically significant differences in total lactate concentrations, as evaluated through one-way ANOVA (<italic>p</italic> &#x003C; 0.05).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-17-1755652-g008.tif">
<alt-text content-type="machine-generated">Three stacked bar graphs compare L-lactic acid and D-lactic acid concentrations in triculture, coculture, and monoculture groups across three sets. Each set uses distinctive bar fill patterns, with triculture consistently showing the highest total lactic acid, especially in Set 2, and monocultures the lowest. Error bars and statistical significance letters are present above each bar group.</alt-text>
</graphic>
</fig>
<p>Across all three strain combinations, total lactic acid production was highest in tri-cultures, followed by St + Lh and St + Ld co-cultures (<italic>p</italic> &#x003C; 0.05) (<xref ref-type="fig" rid="F8">Figure 8</xref>), consistent with the acidification kinetics. Although absolute lactate concentrations varied among inoculation sets, D-lactate and L-lactate were produced in comparable amounts in all tri-cultures, indicating that Ld strains remained viable and metabolically active. In two of the three sets (sets 1 and 2), D-lactate levels in tri-cultures were significantly higher than those detected in the corresponding Ld monocultures (<italic>p</italic> &#x003C; 0.05), supporting the presence of positive interactions that enhanced Ld activity in mixed cultures.</p>
<p>In milk fermented with St and Lh, total lactate production increased relative to monocultures (<xref ref-type="fig" rid="F8">Figure 8</xref>). Under St + Lh conditions, L-lactate predominates, accounting for 86.73% of total lactate in the co-culture of strains RBC06 and C001.5 and 74.08% in the co-culture of strains C001.27 and LBB04.</p>
<p>Similarly, in St + Ld co-cultures, total lactate concentrations also exceeded those of the respective monocultures, with production dominated by D-lactate, suggesting that acidification was largely attributable to Ld activity (<xref ref-type="fig" rid="F8">Figure 8</xref>).</p>
<p>In inoculation sets 2 and 3, Lh + Ld co-cultures yielded significantly lower total lactic acid than tri-cultures and the St + Lh and St + Ld co-cultures (<xref ref-type="fig" rid="F8">Figure 8</xref>). In both cases, D-lactate accounted for the majority of lactate produced (75.95% in set 2 and 56.63% in set 3, respectively), indicating that Ld was metabolically active. Consistent with &#x0394;pH<sub><italic>max</italic></sub> values, an exception was observed in inoculation set 1, where the Lh + Ld co-culture, represented by C001.15 and T1104, produced total lactate amount comparable to those of St + Lh and St + Ld co-cultures (<italic>p</italic> &#x003E; 0.05) (<xref ref-type="fig" rid="F8">Figure 8</xref>), but significantly lower than the corresponding tri-culture (<italic>p</italic> &#x003C; 0.05) (<xref ref-type="fig" rid="F8">Figure 8</xref>). In this Lh + Ld combination, L-lactate represented 67.42% of total lactate, suggesting that Lh was more metabolically active than Ld. This result is likely attributable to the very slow acidification phenotype of Ld strain T1104.</p>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>Culture-independent approaches have substantially advanced our understanding of the ecology and evolution of microbial communities. Nevertheless, the isolation of individual strains remains indispensable for rigorous functional studies and for the development of reliable biotechnological applications (<xref ref-type="bibr" rid="B76">Zheng et al., 2024</xref>). In PR NWS, most culture-dependent studies have focused primarily on <italic>L. helveticus</italic> (<xref ref-type="bibr" rid="B25">Gatti et al., 2003</xref>), whereas <italic>L. delbrueckii</italic> subsp. <italic>lactis</italic> has received comparatively little attention. This gap is notable, as <italic>L. delbrueckii</italic> dominates specific PR NWS communities classified as type-D (<xref ref-type="bibr" rid="B65">Sola et al., 2022</xref>). Consequently, the ability to cultivate both dominant species is essential to experimentally validate metagenome-based inferences on microbial composition and interactions.</p>
<p>Although <italic>L. delbrueckii</italic> subsp. <italic>lactis</italic> has been isolated from Grana Padano NWS (<xref ref-type="bibr" rid="B55">Rossetti et al., 2008</xref>), several studies have reported difficulties in recovering this species from NWS and cheeses matrices using standard culture-based approaches (<xref ref-type="bibr" rid="B52">Randazzo et al., 2002</xref>; <xref ref-type="bibr" rid="B45">Monfredini et al., 2012</xref>; <xref ref-type="bibr" rid="B46">Morandi et al., 2019</xref>). According to these findings, our previous attempts to isolate <italic>L. delbrueckii</italic> using conventional MRS-based media were largely unsuccessful (<xref ref-type="bibr" rid="B65">Sola et al., 2022</xref>; <xref ref-type="bibr" rid="B43">Martini et al., 2024</xref>), thereby limiting the establishment of a representative NWS strain collection for controlled interactions studies. The present study therefore aimed to evaluate the impact of different nitrogen sources, as well as of cysteine, formic acid, and folic acid supplementations, on the recovery and maintenance of <italic>L. delbrueckii</italic> subsp. <italic>lactis</italic>, with the broader goal of exploring the possible contribution of microbial interactions to its impaired cultivability.</p>
<p>Culture media were evaluated according to three criteria: (i) recovery of plate counts, (ii) maintenance of cultivability during strain purification and biobanking, and (iii) ability to reflect species abundances within mixed communities. Our results demonstrated that none of nitrogen supplements tested fulfilled all three criteria simultaneously. Although several nitrogen supplements increased overall plate counts, they did not sustain cultivability during sub-culturing and failed to preserve the relative abundance of <italic>L. delbrueckii</italic>, suggesting that simple autotrophies for amino acids and other growth factors are unlikely to fully explain the poor <italic>L. delbrueckii</italic> cultivability. In particular, MRS-YE, commonly considered the elective medium for enumerating NWS lactobacilli (<xref ref-type="bibr" rid="B53">Reverberi et al., 2006</xref>), selectively supported <italic>L. helveticus</italic> and, to a lesser extent, <italic>L. fermentum</italic>, even when <italic>L. delbrueckii</italic> dominated the NWS community, thereby altering the species ratio. Similar trends were observed for tryptone- and caseins-based media. These results disagreed with previous studies reporting the enrichment of <italic>L. delbrueckii</italic> and <italic>S. thermophilus</italic> in YE-supplemented whey systems (<xref ref-type="bibr" rid="B59">Santarelli et al., 2008</xref>). The high cell viability in both type-H and type-D NWS samples suggested that <italic>L. delbrueckii</italic> is likely physiologically active within the NWS ecosystem, while the culture conditions tested here were insufficient to support its growth under axenic conditions.</p>
<p>Successful cultivation of microorganisms from complex ecosystems often depends on closely mimicking natural environmental conditions (<xref ref-type="bibr" rid="B69">Stewart, 2012</xref>). In line with this concept, whey-based media have been shown to improve the recovery of NWS bacteria (<xref ref-type="bibr" rid="B25">Gatti et al., 2003</xref>; <xref ref-type="bibr" rid="B21">Fornasari et al., 2006</xref>). In this study, MRS media supplemented with SSW or lactalbumin hydrolysate enabled limited recovery of <italic>L. delbrueckii</italic> isolates; however, neither formulation increase plate counts, limiting their practical applicability for large-scale biobanking.</p>
<p>The loss of cultivability observed for isolates from type-D NWS during recursive sub-culturing on MRS-YE, MRS-CAS, MRS-TRYPTO, and MRS-SSW suggests that <italic>L. delbrueckii</italic> may initially grow under these conditions but subsequently lose the ability to form colonies and died. One possible explanation is the induction of a viable but non-culturable (VBNC) state, which is characterized by a progressive loss of colony-forming ability on solid media under sublethal stress (<xref ref-type="bibr" rid="B40">Liu et al., 2023</xref>). Oxidative stress, including reactive oxygen species (ROS) generated during the autoclaving of nutrient-rich media (<xref ref-type="bibr" rid="B71">Tanaka et al., 2014</xref>), may reduce cultivability, particularly given that <italic>L. delbrueckii</italic> has been reported to produce hydrogen peroxide under microaerophilic conditions (<xref ref-type="bibr" rid="B44">Marty-Teysset et al., 2000</xref>). However, the VBNC state was not directly assessed in this study and therefore remains a working hypothesis rather than a demonstrated mechanism.</p>
<p>Cysteine supplementation, which provides redox buffering capacity, did not by itself enhance the recovery of <italic>L. delbrueckii</italic> from NWS cultures, whereas its combination with formic acid (CF) enabled the isolation of viable <italic>L. delbrueckii</italic> subsp. <italic>lactis</italic> strains from type-D NWS. In yogurt fermentation, formic acid, produced by <italic>S. thermophilus</italic> via pyruvatelyase, acts as a key growth factor for <italic>L. delbrueckii</italic> subsp. <italic>bulgaricus</italic> as it serves as a substrate for formyltetrahydrofolate synthetase in purine biosynthesis (<xref ref-type="bibr" rid="B62">Sieuwerts et al., 2008</xref>, <xref ref-type="bibr" rid="B63">2010</xref>; <xref ref-type="bibr" rid="B64">Smid and Lacroix, 2013</xref>; <xref ref-type="bibr" rid="B74">Yamauchi et al., 2023</xref>). Repeated back-slopping of whey during NWS propagation may have selected for <italic>L. delbrueckii</italic> strains adapted to metabolite exchange within microbial consortia rather than to independent growth under axenic conditions. In line with this hypothesis, metagenome-assembled genomes (MAGs) analyses of Swiss hard cheese undefined starter cultures have reported gene loss in <italic>L. delbrueckii</italic>, including the absence of a complete purine biosynthesis pathway, whereas <italic>S. thermophilus</italic> MAGs retain folate and formic acid biosynthetic pathways which may benefit <italic>L. delbrueckii</italic> (<xref ref-type="bibr" rid="B67">Somerville et al., 2024</xref>). In addition, extensive pseudogenization driven by mobile genetic elements has been described in <italic>L. delbrueckii</italic> subsp. <italic>lactis</italic>, suggesting a propensity for functional gene loss in this species (<xref ref-type="bibr" rid="B4">Baek et al., 2023</xref>). Our findings are partially consistent with these observations, as the cysteine-formic acid (CF) combination enabled the recovery of viable <italic>L. delbrueckii</italic> sub. <italic>lactis</italic> from the type-D NWS. However, metagenomics studies will be required to determine whether genome decay occurs in <italic>L. delbrueckii</italic> from PR NWS cultures and contributes to the impaired cultivability of this species.</p>
<p>Some bacteria can only grow in a pure medium when in co-culture with another community member, also called a helper strain. Co-culturing can be achieved either by direct culturing of the helper strain together with the bacterium of interest or by using spent supernatants as a proxy for the helper strain (<xref ref-type="bibr" rid="B69">Stewart, 2012</xref>). In this study, co-cultivation experiments supported positive interactions between <italic>L. delbrueckii</italic> and <italic>S. thermophilus</italic>, as well as between <italic>L. helveticus</italic> and <italic>S. thermophilus</italic>, although the magnitude of these effects was strain-dependent.</p>
<p>In Ld + St co-cultures, positive interactions partially resemble the well-characterized protocooperation observed in yogurt fermentation (<xref ref-type="bibr" rid="B62">Sieuwerts et al., 2008</xref>). In this system, <italic>S. thermophilus</italic> ferments rapidly but typically slows its activity around pH 5, whereas <italic>L. delbrueckii</italic> becomes metabolically active at lower pH values and sustains fermentation over a longer period. <italic>L. delbrueckii</italic>, which is generally described as strongly proteolytic, can release peptides and amino acids that support the growth of the otherwise weakly proteolytic <italic>S. thermophilus</italic> (<xref ref-type="bibr" rid="B29">Giraffa et al., 2004</xref>; <xref ref-type="bibr" rid="B60">Savijoki et al., 2006</xref>; <xref ref-type="bibr" rid="B62">Sieuwerts et al., 2008</xref>; <xref ref-type="bibr" rid="B19">El Kafsi et al., 2014</xref>). In return, <italic>S. thermophilus</italic> produces metabolites such as folic acid, formic acid, and fatty acids that stimulate <italic>L. delbrueckii</italic> growth (<xref ref-type="bibr" rid="B75">Yang et al., 2025</xref>). In addition, urease and NADH oxidase activities of <italic>S. thermophilus</italic> may indirectly benefit <italic>L. delbrueckii</italic> by releasing ammonia and CO<sub>2</sub> (raising pH) and by converting harmful H<sub>2</sub>O<sub>2</sub> into water (<xref ref-type="bibr" rid="B77">Zotta et al., 2008</xref>; <xref ref-type="bibr" rid="B3">Arioli et al., 2017</xref>). However, unlike the mutualistic interactions described for yogurt cultures, the predominance of D-lactate over L-lactate observed in our Ld + St co-cultures suggest that, under the tested conditions, the interaction may preferentially enhance <italic>L. delbrueckii</italic> activity. From a cheesemaking perspective, altered lactate stereoisomer balance may influence downstream microbial metabolism during ripening and potentially affect texture and quality development in cooked hard cheeses. This aspect warrants further investigations.</p>
<p>When grown in monoculture, <italic>L. helveticus</italic> strains exhibited higher acidification capacity than <italic>S. thermophilus</italic> and <italic>L. delbrueckii</italic>, consistently with previous reports (<xref ref-type="bibr" rid="B29">Giraffa et al., 2004</xref>; <xref ref-type="bibr" rid="B58">Santarelli et al., 2013</xref>; <xref ref-type="bibr" rid="B19">El Kafsi et al., 2014</xref>). Like Ld + St co-cultures, co-cultures of <italic>L. helveticus</italic> and <italic>S. thermophilus</italic> also exhibited enhanced acidification compared with monocultures, although the molecular bases of this interaction are not yet fully understood. <italic>L. helveticus</italic> is unable to synthesize folic acid (<xref ref-type="bibr" rid="B56">Rossi et al., 2011</xref>) and is typically urease-negative (<xref ref-type="bibr" rid="B77">Zotta et al., 2008</xref>) and may therefore benefit from folic acid provision and urease activity of <italic>S. thermophilus</italic>. Conversely, <italic>L. helveticus</italic> exhibits strong proteolytic activity (<xref ref-type="bibr" rid="B34">Griffiths and Tellez, 2013</xref>), which may provide <italic>S. thermophilus</italic> with short peptides and amino acids. Together, these complementary traits may partially explain the positive interactions observed in Lh + St co-cultures; however, further studies are required to verify the underlying mechanisms.</p>
<p>In contrast to the positive interactions observed with <italic>S. thermophilus</italic>, our findings strongly suggest the absence of positive interactions between <italic>L. helveticus</italic> and <italic>L. delbrueckii</italic> subsp. <italic>lactis</italic>, under the conditions tested. The presence of <italic>L. helveticus</italic> did not enhance the acidification activity of <italic>L. delbrueckii</italic> and, conversely, <italic>L. delbrueckii</italic> did not act as a helper strain for <italic>L. helveticus</italic>. This lack of growth stimulation may reflect competition for available nutrients, as previously suggested in cheesemaking experiments (<xref ref-type="bibr" rid="B9">Charlet et al., 2009</xref>). Moreover, several studies report that antimicrobial molecules produced by these species can mediate negative interactions (<xref ref-type="bibr" rid="B72">Toba et al., 1991</xref>; <xref ref-type="bibr" rid="B36">Joerger and Klaenhammer, 1990</xref>; <xref ref-type="bibr" rid="B73">Van De Guchte et al., 2001</xref>). <xref ref-type="bibr" rid="B32">Giraffa et al. (1996)</xref> showed that spent supernatants of Lh inhibited the growth of Ld isolates cultured on reconstituted sweet whey in a strain-dependent manner, suggesting that inhibitory factors present in the whey supernatants may negatively affect co-occurring strains. Alternatively, strain-specific nutritional requirements which are not fulfilled in milk or whey may lead to differential growth behavior when Ld and Lh strains were co-cultivated on the same substrate.</p>
<p>Regardless of the underlying mechanism, the absence of positive interactions between <italic>L. helveticus</italic> and <italic>L. delbrueckii</italic>, together with strain-specific nutritional behaviors, may contribute to the emergence and maintenance of distinct NWS communities, as recently proposed by <xref ref-type="bibr" rid="B65">Sola et al. (2022)</xref>. The extensive NWS strain biobank established in this study represents a valuable resource for future investigations using simplified microbial consortia mimicking type-D and type-H NWS, aimed at elucidating how different community configurations are established and how they influence fermentation dynamics and the sensory properties of PR cheese.</p>
</sec>
<sec id="S5" sec-type="conclusion">
<label>5</label>
<title>Conclusion</title>
<p>In conclusion, this study investigated the effects of 14 different supplementations on cultivability of <italic>L. delbrueckii</italic> subsp. <italic>lactis</italic> strains from PR NWS. Among the tested conditions, MRS supplemented with cysteine and formic acid (CF) was the only medium that supported the cultivability of a fraction of <italic>L. delbrueckii</italic> subsp. <italic>lactis</italic> isolates from type-D NWS, which was enriched in <italic>L. delbrueckii</italic> based on metataxonomic profiling. This finding was consistent with cross-feeding experiments demonstrating that co-cultivation of <italic>L. delbrueckii</italic> with the formate-producing species <italic>S. thermophilus</italic> significantly enhanced the milk acidification compared with monocultures. Together, these findings indicate that the impaired cultivability of <italic>L. delbrueckii</italic> subsp. <italic>lactis</italic> can be partially alleviated under conditions that mimic metabolic interactions with <italic>S. thermophilus</italic>, whereas no comparable effect was observed in co-culture with <italic>L. helveticus</italic> or under most axenic culture conditions tested. Overall, this study highlights the importance of microbial interactions in shaping the cultivability and functional behavior of <italic>L. delbrueckii</italic> subsp. <italic>lactis</italic> within NWS ecosystems and provides a basis for improved isolation strategies and future investigations into the role of this species in PR cheesemaking.</p>
</sec>
</body>
<back>
<sec id="S6" sec-type="data-availability">
<title>Data availability statement</title>
<p>Metataxonomic profiles datasets generated for this study have been deposited in the NCBI GenBank database under the BioProject accession number <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="PRJNA1367500">PRJNA1367500</ext-link>.</p>
</sec>
<sec id="S7" sec-type="author-contributions">
<title>Author contributions</title>
<p>MC: Data curation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Investigation, Visualization. MR: Investigation, Writing &#x2013; review &#x0026; editing. MP: Investigation, Writing &#x2013; review &#x0026; editing. GZ: Investigation, Writing &#x2013; review &#x0026; editing. VP: Writing &#x2013; review &#x0026; editing, Supervision. LS: Supervision, Writing &#x2013; review &#x0026; editing, Conceptualization, Data curation, Funding acquisition, Methodology, Writing &#x2013; original draft.</p>
</sec>
<sec id="S9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>VP declares a relationship with Parmigiano Reggiano PDO cheese Consortium that includes employment.</p>
<p>The remaining author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="S10" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec id="S11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="S12" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2026.1755652/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmicb.2026.1755652/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.docx" id="DS1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
</sec>
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<fn id="n1" fn-type="custom" custom-type="edited-by"><p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/952691/overview">Photis Papademas</ext-link>, Cyprus University of Technology, Cyprus</p></fn>
<fn id="n2" fn-type="custom" custom-type="reviewed-by"><p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/23024/overview">Giorgio Giraffa</ext-link>, Council for Agricultural Research and Agricultural Economy Analysis | CREA, Italy</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2211977/overview">Thomas Bintsis</ext-link>, Aristotle University of Thessaloniki, Greece</p></fn>
</fn-group>
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