Background: Accurately diagnosing central nervous system (CNS) infections remains challenging. This study aimed to evaluate the effectiveness of metagenomic next-generation sequencing (mNGS) in diagnosing suspected CNS infections and its role in facilitating rapid and accurate pathogen identification.
Methods: This retrospective study enrolled cerebrospinal fluid specimens from 246 patients with suspected CNS infections and 20 controls with definitively ruled-out infections. Using clinical diagnoses established by an expert panel based on comprehensive criteria as the reference standard, we evaluated the diagnostic performance of mNGS relative to culture and conventional tests. Additionally, we analyzed the therapeutic guidance value of positive mNGS results and risk factors for false negatives.
Results: mNGS showed 73.2% (180/246) agreement with clinical diagnosis, superior to culture (54.1%, 133/246) and conventional methods (61.4%, 151/246). For general bacteria and fungi, mNGS showed 61.9% (26/42) concordance with culture. False negatives in mNGS predominantly involved viral missed detection. Age, presence of systemic infection, headache, and cerebrospinal fluid glucose levels were likely key determinants of mNGS performance. mNGS detection of Epstein-Barr virus, Streptococcus spp., Mycobacterium tuberculosis complex, herpes simplex virus type 1, and Staphylococcus spp. suggested high pathogenic potential, whereas Torque teno virus detection more likely indicated carriage or experimental contamination.
Conclusion: mNGS holds significant value for the diagnosis, therapeutic management, and prognostic assessment of suspected CNS infections.
{"title":"The application value and limitations of metagenomic detection technology based on cerebrospinal fluid samples in suspected central nervous system infection: a retrospective study.","authors":"Qiujuan Feng, Baoyi Liu, Huazhao Liu, Yaqin Fan, Shanshan Gao, Jia Zhang, Yingjie Kuang, Wenshan Wang, Huiqiang Liang, Yulan Qiu, Huamei Wen, Zize Feng, Yanming Huang, Wanli Zuo, Xin Zhang, Jincheng Zeng, Jinhua Wu, Yuanhao Liang, Jiyong Gu","doi":"10.3389/fmicb.2025.1689253","DOIUrl":"10.3389/fmicb.2025.1689253","url":null,"abstract":"<p><strong>Background: </strong>Accurately diagnosing central nervous system (CNS) infections remains challenging. This study aimed to evaluate the effectiveness of metagenomic next-generation sequencing (mNGS) in diagnosing suspected CNS infections and its role in facilitating rapid and accurate pathogen identification.</p><p><strong>Methods: </strong>This retrospective study enrolled cerebrospinal fluid specimens from 246 patients with suspected CNS infections and 20 controls with definitively ruled-out infections. Using clinical diagnoses established by an expert panel based on comprehensive criteria as the reference standard, we evaluated the diagnostic performance of mNGS relative to culture and conventional tests. Additionally, we analyzed the therapeutic guidance value of positive mNGS results and risk factors for false negatives.</p><p><strong>Results: </strong>mNGS showed 73.2% (180/246) agreement with clinical diagnosis, superior to culture (54.1%, 133/246) and conventional methods (61.4%, 151/246). For general bacteria and fungi, mNGS showed 61.9% (26/42) concordance with culture. False negatives in mNGS predominantly involved viral missed detection. Age, presence of systemic infection, headache, and cerebrospinal fluid glucose levels were likely key determinants of mNGS performance. mNGS detection of Epstein-Barr virus, Streptococcus spp., <i>Mycobacterium tuberculosis</i> complex, herpes simplex virus type 1, and Staphylococcus spp. suggested high pathogenic potential, whereas Torque teno virus detection more likely indicated carriage or experimental contamination.</p><p><strong>Conclusion: </strong>mNGS holds significant value for the diagnosis, therapeutic management, and prognostic assessment of suspected CNS infections.</p>","PeriodicalId":12466,"journal":{"name":"Frontiers in Microbiology","volume":"16 ","pages":"1689253"},"PeriodicalIF":4.0,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12819739/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146029047","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-07eCollection Date: 2025-01-01DOI: 10.3389/fmicb.2025.1673354
Marijn Kuizenga, Aruna M Shankregowda, Prabhugouda Siriyappagouder, Vyshal Delahaut, Federico C F Calboli, Lieven Bervoets, Brijesh Singh Yadav, Filip A M Volckaert, Gudrun De Boeck, Joost A M Raeymaekers
Introduction: Environmental micropollutants and other anthropogenic xenobiotics are potential drivers behind compositional shifts and functional dysregulation of gut microbial communities. Mercury and many of its compounds are highly toxic and ubiquitous environmental pollutants that pose a risk for aquatic biota and humans. Here we compared the gut microbial communities of natural three-spined stickleback (Gasterosteus aculeatus Linnaeus, 1758) populations in Flanders, Belgium, with contrasting muscle mercury concentrations. We hypothesized that exposure to a high mercury load selects for gut flora species with the capacity to tolerate or adapt to this stressor and, thus, leads to a change in the composition of the gut microbiota.
Methods: The gut microbiota of 128 host individuals from four populations with low levels of accumulated mercury and four populations with high mercury levels were characterized using 16S rRNA amplicon sequencing. Gut microbial communities were compared across host muscle mercury content levels, host populations and sexes to consider the contribution of these factors in the observed differences in gut microbial diversity and composition.
Results: Microbial community composition varied significantly between males and females, as well as between host populations with high and low muscle mercury content. While the abundance of 22 amplicon sequence variants (ASVs) was associated with the host's muscle mercury content, we detected no specific indicator species for high mercury.
Conclusion: Overall, our results suggest that local factors specific to a host population, potentially including mercury accumulation and sex-specific factors, differentiate the microbial communities inhabiting the gastrointestinal tracts of the three-spined stickleback.
{"title":"Differential gut microbiome composition in three-spined stickleback populations with contrasting levels of mercury accumulation.","authors":"Marijn Kuizenga, Aruna M Shankregowda, Prabhugouda Siriyappagouder, Vyshal Delahaut, Federico C F Calboli, Lieven Bervoets, Brijesh Singh Yadav, Filip A M Volckaert, Gudrun De Boeck, Joost A M Raeymaekers","doi":"10.3389/fmicb.2025.1673354","DOIUrl":"10.3389/fmicb.2025.1673354","url":null,"abstract":"<p><strong>Introduction: </strong>Environmental micropollutants and other anthropogenic xenobiotics are potential drivers behind compositional shifts and functional dysregulation of gut microbial communities. Mercury and many of its compounds are highly toxic and ubiquitous environmental pollutants that pose a risk for aquatic biota and humans. Here we compared the gut microbial communities of natural three-spined stickleback (<i>Gasterosteus aculeatus</i> Linnaeus, 1758) populations in Flanders, Belgium, with contrasting muscle mercury concentrations. We hypothesized that exposure to a high mercury load selects for gut flora species with the capacity to tolerate or adapt to this stressor and, thus, leads to a change in the composition of the gut microbiota.</p><p><strong>Methods: </strong>The gut microbiota of 128 host individuals from four populations with low levels of accumulated mercury and four populations with high mercury levels were characterized using 16S rRNA amplicon sequencing. Gut microbial communities were compared across host muscle mercury content levels, host populations and sexes to consider the contribution of these factors in the observed differences in gut microbial diversity and composition.</p><p><strong>Results: </strong>Microbial community composition varied significantly between males and females, as well as between host populations with high and low muscle mercury content. While the abundance of 22 amplicon sequence variants (ASVs) was associated with the host's muscle mercury content, we detected no specific indicator species for high mercury.</p><p><strong>Conclusion: </strong>Overall, our results suggest that local factors specific to a host population, potentially including mercury accumulation and sex-specific factors, differentiate the microbial communities inhabiting the gastrointestinal tracts of the three-spined stickleback.</p>","PeriodicalId":12466,"journal":{"name":"Frontiers in Microbiology","volume":"16 ","pages":"1673354"},"PeriodicalIF":4.0,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12819629/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146028927","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Introduction: Safflower (Carthamus tinctorius L.) is a prized medicinal species whose therapeutic value hinges on the abundance of bioactive metabolites. Accumulation of these metabolites are influenced by a range of environmental and edaphic factors, including soil physicochemical parameters, extracellular enzyme activities, composition and function of rhizosphere microbiome. However, how these factors individually and synergistically orchestrate the biosynthesis, transport, and ultimate storage of pharmaceutically active compounds within Safflower tissues remains unknown.
Methods: Here, high-throughput amplicon sequencing coupled with comprehensive physiological profiling was employed to investigate soil characteristics, enzyme activities, and rhizosphere microbial communities of safflower across 36 soil samples collected at two distinct altitudes and two growth stages.
Results: The effective component content was detected in 18 samples, and our results revealed that the safflower stigmas from the high- altitude site (YM) contained significantly elevated levels of hydroxysafflor yellow A (HSYA) compared to those from the lowland site (YF). Soils at the YM site exhibited markedly higher fertility, with available phosphorus, total nitrogen, and organic matter identified as key drivers of HSYA accumulation. Both sites showed high diversity and abundance in rhizosphere microbial communities, with Actinobacteria and Proteobacteria dominating the bacterial communities, and Ascomycota being the predominant fungal phylum.
Discussion: Taken together, our findings show that soil properties, microbial communities, and climatic conditions work interactively to influence the buildup of bioactive compounds in safflower. These insights suggest that precise management of soil nutrients and the rhizosphere microbiome can improve medicinal safflower quality.
红花(Carthamus tinctorius L.)是一种珍贵的药用植物,其治疗价值取决于其丰富的生物活性代谢物。这些代谢物的积累受到一系列环境和土壤因素的影响,包括土壤理化参数、胞外酶活性、根际微生物群的组成和功能。然而,这些因素如何单独和协同协调红花组织内药用活性化合物的生物合成、运输和最终储存仍然未知。方法:采用高通量扩增子测序和综合生理分析方法,对不同海拔、不同生育期的36个红花土壤样品的土壤特征、酶活性和根际微生物群落进行研究。结果:在18份样品中检测了有效成分含量,结果表明,高海拔地区红花柱头中羟基afflor yellow A (HSYA)的含量明显高于低海拔地区红花柱头。YM站点土壤肥力显著提高,速效磷、全氮和有机质被认为是HSYA积累的关键驱动因素。两个站点根际微生物群落多样性和丰度均较高,以放线菌门和变形菌门为主,子囊菌门为优势真菌门。讨论:综上所述,我们的研究结果表明,土壤特性、微生物群落和气候条件相互作用,影响红花中生物活性化合物的积累。这些发现表明,精确管理土壤养分和根际微生物群可以提高药用红花的品质。
{"title":"Soil fertility and rhizosphere microbiome affecting hydroxysafflor yellow A accumulation in safflower.","authors":"Wenjie Shen, Wanting Yang, Shuwei Qin, Yang Liu, Guojun Li, Xia Zhang, Mingqiang Bao, Yaqian Lu, Kexin Sun, Wei Ma, Hongbin Li, Asigul Ismayil, Aiping Cao","doi":"10.3389/fmicb.2025.1738669","DOIUrl":"10.3389/fmicb.2025.1738669","url":null,"abstract":"<p><strong>Introduction: </strong>Safflower (<i>Carthamus tinctorius</i> L.) is a prized medicinal species whose therapeutic value hinges on the abundance of bioactive metabolites. Accumulation of these metabolites are influenced by a range of environmental and edaphic factors, including soil physicochemical parameters, extracellular enzyme activities, composition and function of rhizosphere microbiome. However, how these factors individually and synergistically orchestrate the biosynthesis, transport, and ultimate storage of pharmaceutically active compounds within Safflower tissues remains unknown.</p><p><strong>Methods: </strong>Here, high-throughput amplicon sequencing coupled with comprehensive physiological profiling was employed to investigate soil characteristics, enzyme activities, and rhizosphere microbial communities of safflower across 36 soil samples collected at two distinct altitudes and two growth stages.</p><p><strong>Results: </strong>The effective component content was detected in 18 samples, and our results revealed that the safflower stigmas from the high- altitude site (YM) contained significantly elevated levels of hydroxysafflor yellow A (HSYA) compared to those from the lowland site (YF). Soils at the YM site exhibited markedly higher fertility, with available phosphorus, total nitrogen, and organic matter identified as key drivers of HSYA accumulation. Both sites showed high diversity and abundance in rhizosphere microbial communities, with Actinobacteria and Proteobacteria dominating the bacterial communities, and Ascomycota being the predominant fungal phylum.</p><p><strong>Discussion: </strong>Taken together, our findings show that soil properties, microbial communities, and climatic conditions work interactively to influence the buildup of bioactive compounds in safflower. These insights suggest that precise management of soil nutrients and the rhizosphere microbiome can improve medicinal safflower quality.</p>","PeriodicalId":12466,"journal":{"name":"Frontiers in Microbiology","volume":"16 ","pages":"1738669"},"PeriodicalIF":4.0,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12821326/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146029034","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-07eCollection Date: 2025-01-01DOI: 10.3389/fmicb.2025.1666459
Bo Zhang, Xuezhen Yang, Qing Tian, Lei Ye, Zhenzhu Huang, Wei Tan, Lei Zhou, Hang Chen, Xiaolin Li
Ganoderma leucocontextum is rich in bioactive compounds, including triterpenes and polysaccharides, and exhibits significant pharmacological effects. Its cultivation requires casing soil, crucial for achieving high productivity and superior quality. In this study, soil physicochemical properties and microbial communities were analyzed across four growth stages: casing (GCK), primordial (G1p), cap (G1c), and maturity (G1m) of G. leucocontextum. Results indicated that the soil pH significantly increased after cultivation, ranging from 6.78 to 7.11. The control soil contained the highest concentrations of total nitrogen (2.44 g/kg), available nitrogen (259.48 mg/kg) and organic matter (54.35 g/kg), significantly exceeding those in G. leucocontextum-cultivated soils. Soil available phosphorus and potassium gradually increased, peaking at maturity (42.01 mg/kg and 86.36 mg/kg, respectively). Microbial communities also shifted from bacterial to fungal dominance over time. Among bacteria, Acidobacteriota was the most prevalent phylum, averaging 28.46%, with a marked upward trend. Arthrobacter emerged as the most dominant genus, averaging 9.00%, with higher abundance at maturity. A Vicinamibacterales-order genus continuously increased in abundance, wheras Novocardioides, Sphingomonas, and an Intrasporangiaceae-family genus decreased during of G. leucocontextum growth. For fungi, Ascomycota was the most prevalent phylum, averaging 65.56%, followed by Basidiomycota at 21.60%, which dominated at maturity. Ganoderma was the most predominant genus, averaging 16.34%, and increased substantially with growth. The study revealed correlations between soil microbial communities and physicochemical properties, and demonstrated decreasing polysaccharide content but increasing triterpenoid acid content during growth. This research explores soil microbial community succession and physicochemical changes for G. leucocontextum cultivation, offering theoretical support for overcoming continuous cropping obstacles (CCOs) and insights for sustainable yield management.
{"title":"Soil microbial community succession and physicochemical property changes affect <i>Ganoderma leucocontextum</i> growth in the Dadu river basin.","authors":"Bo Zhang, Xuezhen Yang, Qing Tian, Lei Ye, Zhenzhu Huang, Wei Tan, Lei Zhou, Hang Chen, Xiaolin Li","doi":"10.3389/fmicb.2025.1666459","DOIUrl":"10.3389/fmicb.2025.1666459","url":null,"abstract":"<p><p><i>Ganoderma leucocontextum</i> is rich in bioactive compounds, including triterpenes and polysaccharides, and exhibits significant pharmacological effects. Its cultivation requires casing soil, crucial for achieving high productivity and superior quality. In this study, soil physicochemical properties and microbial communities were analyzed across four growth stages: casing (GCK), primordial (G1p), cap (G1c), and maturity (G1m) of <i>G. leucocontextum</i>. Results indicated that the soil pH significantly increased after cultivation, ranging from 6.78 to 7.11. The control soil contained the highest concentrations of total nitrogen (2.44 g/kg), available nitrogen (259.48 mg/kg) and organic matter (54.35 g/kg), significantly exceeding those in <i>G. leucocontextum</i>-cultivated soils. Soil available phosphorus and potassium gradually increased, peaking at maturity (42.01 mg/kg and 86.36 mg/kg, respectively). Microbial communities also shifted from bacterial to fungal dominance over time. Among bacteria, Acidobacteriota was the most prevalent phylum, averaging 28.46%, with a marked upward trend. <i>Arthrobacter</i> emerged as the most dominant genus, averaging 9.00%, with higher abundance at maturity. A Vicinamibacterales-order genus continuously increased in abundance, wheras <i>Novocardioides, Sphingomonas</i>, and an Intrasporangiaceae-family genus decreased during of <i>G. leucocontextum</i> growth. For fungi, Ascomycota was the most prevalent phylum, averaging 65.56%, followed by Basidiomycota at 21.60%, which dominated at maturity. <i>Ganoderma</i> was the most predominant genus, averaging 16.34%, and increased substantially with growth. The study revealed correlations between soil microbial communities and physicochemical properties, and demonstrated decreasing polysaccharide content but increasing triterpenoid acid content during growth. This research explores soil microbial community succession and physicochemical changes for <i>G. leucocontextum</i> cultivation, offering theoretical support for overcoming continuous cropping obstacles (CCOs) and insights for sustainable yield management.</p>","PeriodicalId":12466,"journal":{"name":"Frontiers in Microbiology","volume":"16 ","pages":"1666459"},"PeriodicalIF":4.0,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12819783/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146029041","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-07eCollection Date: 2025-01-01DOI: 10.3389/fmicb.2025.1720828
Huabo Du, Yuchen Lin, Meijun Qi, Peng Qu, Zhenhuai Xu, Rong Lin, Chun Xie, Tengwei Xiao, Shilang Dong, Butian Wang, Yu Ge
Intercropping is widely promoted to sustain soil function, yet evidence for its application in rubber-based agroforestry, particularly with the shade-tolerant herb Amomum villosum, is limited. We evaluated whether A. villosum intercropping improves soil properties and reorganizes microbiomes across the vertical profile of mature rubber plantations. Soil samples were taken at 0-10, 10-20, and 20-30 cm depths in both intercropped and monoculture stands. Physical and chemical properties were quantified, and bacterial (16S rRNA V3-V4) and fungal (ITS2) communities were analyzed using high-throughput amplicon sequencing with depth-resolved data on diversity, composition, and functional inference (FAPROTAX, FUNGuild). Intercropping consistently improved soil structure and fertility, with the strongest effects at 0-10 cm. Total porosity (12%), organic matter (38.9%), alkali-hydrolyzable nitrogen (75.4%), and available phosphorus (131%) were markedly higher than in monoculture. Benefits extended to mid-depth with a 65.2% increase in alkali-hydrolyzable nitrogen. Microbial richness (bacteria and fungi) increased, and communities separated clearly by treatment and depth. Intercropped soils showed higher relative abundances of copiotrophic and particle-attached phyla (e.g., Proteobacteria, Planctomycetota), while Acidobacteriota and several Chloroflexi declined. Nitrospirota increased with depth. Fungal trophic structure shifted away from pathotrophs at 20-30 cm and toward symbiotrophs, particularly arbuscular mycorrhizal lineages, at subsurface layers. Functional predictions indicated greater potential for nitrogen transformations (e.g., nitrogen fixation, nitrification), greater C₁/hydrocarbon utilization, and a reduced bacterial plant-pathogen signal under intercropping. Collectively, A. villosum intercropping reorganizes the soil environment and microbiome in mutually reinforcing ways-improving physical structure, enlarging near-term nitrogen supply, and favoring beneficial fungal guilds. These depth-resolved effects help explain the agronomic appeal of rubber-A. villosum systems and support their wider deployment in rubber plantations.
{"title":"Intercropping <i>Amomum villosum</i> enhances soil stratification, nutrient complementarity, and microbial communities in rubber plantations.","authors":"Huabo Du, Yuchen Lin, Meijun Qi, Peng Qu, Zhenhuai Xu, Rong Lin, Chun Xie, Tengwei Xiao, Shilang Dong, Butian Wang, Yu Ge","doi":"10.3389/fmicb.2025.1720828","DOIUrl":"10.3389/fmicb.2025.1720828","url":null,"abstract":"<p><p>Intercropping is widely promoted to sustain soil function, yet evidence for its application in rubber-based agroforestry, particularly with the shade-tolerant herb <i>Amomum villosum</i>, is limited. We evaluated whether <i>A. villosum</i> intercropping improves soil properties and reorganizes microbiomes across the vertical profile of mature rubber plantations. Soil samples were taken at 0-10, 10-20, and 20-30 cm depths in both intercropped and monoculture stands. Physical and chemical properties were quantified, and bacterial (16S rRNA V3-V4) and fungal (ITS2) communities were analyzed using high-throughput amplicon sequencing with depth-resolved data on diversity, composition, and functional inference (FAPROTAX, FUNGuild). Intercropping consistently improved soil structure and fertility, with the strongest effects at 0-10 cm. Total porosity (12%), organic matter (38.9%), alkali-hydrolyzable nitrogen (75.4%), and available phosphorus (131%) were markedly higher than in monoculture. Benefits extended to mid-depth with a 65.2% increase in alkali-hydrolyzable nitrogen. Microbial richness (bacteria and fungi) increased, and communities separated clearly by treatment and depth. Intercropped soils showed higher relative abundances of copiotrophic and particle-attached phyla (e.g., Proteobacteria, Planctomycetota), while Acidobacteriota and several Chloroflexi declined. Nitrospirota increased with depth. Fungal trophic structure shifted away from pathotrophs at 20-30 cm and toward symbiotrophs, particularly arbuscular mycorrhizal lineages, at subsurface layers. Functional predictions indicated greater potential for nitrogen transformations (e.g., nitrogen fixation, nitrification), greater C₁/hydrocarbon utilization, and a reduced bacterial plant-pathogen signal under intercropping. Collectively, <i>A. villosum</i> intercropping reorganizes the soil environment and microbiome in mutually reinforcing ways-improving physical structure, enlarging near-term nitrogen supply, and favoring beneficial fungal guilds. These depth-resolved effects help explain the agronomic appeal of rubber-<i>A. villosum</i> systems and support their wider deployment in rubber plantations.</p>","PeriodicalId":12466,"journal":{"name":"Frontiers in Microbiology","volume":"16 ","pages":"1720828"},"PeriodicalIF":4.0,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12819771/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146028894","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-07eCollection Date: 2025-01-01DOI: 10.3389/fmicb.2025.1718418
Devyn Del Curto, Micaela Zamora, Greyson Lasley, Rabia Khan, Katlyn Montalbano, J Bryce Ricken, Jesse Cahill
The RNA cystovirus phi6 represents a unique evolutionary outlier, encoding a holin and endolysin similar to tailed phages, yet lacking an identified gene for outer membrane disruption. In this study, we investigated the phi6 lysis system using genetic complementation experiments and heterologous expression in Escherichia coli and Pseudomonas syringae. Our results demonstrate that the phi6 endolysin is functional in both bacterial systems, while the phi6 holin does not show activity in either bacterial system when expressed using moderate expression systems. Combinations of lambda lysis gene controls performed as expected in P. syringae. The phi6 holin requires overexpression or co-expression with other phi6 genes to exhibit lysis in E. coli. Overexpression of plasmids containing entire phi6 S-, M-, and L-segments cDNA in E. coli produced lysis profiles and cell morphology consistent with holin-endolysin expression, but outer membrane disruption was not observed. This suggests either phi6 has not evolved to carry an outer membrane disruptor or that the outer membrane disruptor is not active in our E. coli testbed. Our findings highlight the unusual nature of the phi6 lysis system.
{"title":"Assessment of the phi6 lysis system using genetic complementation and heterologous expression in <i>Escherichia coli</i> and <i>Pseudomonas syringae</i>.","authors":"Devyn Del Curto, Micaela Zamora, Greyson Lasley, Rabia Khan, Katlyn Montalbano, J Bryce Ricken, Jesse Cahill","doi":"10.3389/fmicb.2025.1718418","DOIUrl":"10.3389/fmicb.2025.1718418","url":null,"abstract":"<p><p>The RNA cystovirus phi6 represents a unique evolutionary outlier, encoding a holin and endolysin similar to tailed phages, yet lacking an identified gene for outer membrane disruption. In this study, we investigated the phi6 lysis system using genetic complementation experiments and heterologous expression in <i>Escherichia coli</i> and <i>Pseudomonas syringae</i>. Our results demonstrate that the phi6 endolysin is functional in both bacterial systems, while the phi6 holin does not show activity in either bacterial system when expressed using moderate expression systems. Combinations of lambda lysis gene controls performed as expected in <i>P. syringae</i>. The phi6 holin requires overexpression or co-expression with other phi6 genes to exhibit lysis in <i>E. coli</i>. Overexpression of plasmids containing entire phi6 S-, M-, and L-segments cDNA in <i>E. coli</i> produced lysis profiles and cell morphology consistent with holin-endolysin expression, but outer membrane disruption was not observed. This suggests either phi6 has not evolved to carry an outer membrane disruptor or that the outer membrane disruptor is not active in our <i>E. coli</i> testbed. Our findings highlight the unusual nature of the phi6 lysis system.</p>","PeriodicalId":12466,"journal":{"name":"Frontiers in Microbiology","volume":"16 ","pages":"1718418"},"PeriodicalIF":4.0,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12819732/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146028946","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Introduction: This study focused on three pecan (Carya illinoinensis) cultivars ('Pawnee', 'Mahan', and 'Jinhua'), systematically assessing variations in soil nitrogenase activity, characteristics traits of nifH-harboring microbial communities across these cultivars.
Methods: Using high-throughput sequencing technology, differences in the diversity, community composition, and network structure of nifH-harboring communities in the rhizosphere and bulk soils of pecan were examined across cultivars.
Results: Both cultivar type and soil compartment had significant effects on nitrogenase activity (p < 0.01). Among the three cultivars, 'Mahan' exhibited the highest soil nitrogenase activity in both its rhizosphere and bulk soils relative to the other two cultivars. Notably, rhizosphere soils across all cultivars displayed significantly stronger soil nitrogenase activity than their bulk soil counterparts. 'Mahan' harbored significantly higher microbial α-diversity (Sobs, Shannon, and Chao indices) than other cultivars (p < 0.05). β-diversity analysis revealed marked community divergence among cultivars, with the most pronounced differences observed in bulk soils. Specifically, the bulk soil of 'Jinhua' harbored a distinct microbial signature, marked by significant enrichment of Cyanobacteria and depletion of Alphaproteobacteria. Linear discriminant analysis effect size (LEfSe) further identified Rhizobiales and Burkholderiales as distinct biomarkers for the rhizosphere and bulk soils of 'Jinhua', respectively (LDA score > 4.0, p < 0.05). Microbial co-occurrence network analysis showed that the bulk soil of 'Jinhua' harbored the most complex microbial interaction network, characterized by the highest number of edges, and average connectivity. In co-occurrence networks, Azohydromonas, Bradyrhizobium, Azoarcus, Rhodomicrobium were found as the keystone taxa in maintaining network stability.
Discussion: This research elucidates the regulatory roles of pecan cultivars in shaping soil nitrogen fixation functions and microbial community assembly, providing valuable practical implications for precision microbiome management in pecan production.
{"title":"Soil <i>nifH</i>-harboring community assemblage varies across pecan cultivars.","authors":"Junping Liu, Hankun Wang, Yujie Tang, Jiashu Bao, Pengpeng Tan, Fangren Peng","doi":"10.3389/fmicb.2025.1716240","DOIUrl":"10.3389/fmicb.2025.1716240","url":null,"abstract":"<p><strong>Introduction: </strong>This study focused on three pecan (<i>Carya illinoinensis</i>) cultivars ('Pawnee', 'Mahan', and 'Jinhua'), systematically assessing variations in soil nitrogenase activity, characteristics traits of <i>nifH</i>-harboring microbial communities across these cultivars.</p><p><strong>Methods: </strong>Using high-throughput sequencing technology, differences in the diversity, community composition, and network structure of <i>nifH</i>-harboring communities in the rhizosphere and bulk soils of pecan were examined across cultivars.</p><p><strong>Results: </strong>Both cultivar type and soil compartment had significant effects on nitrogenase activity (<i>p</i> < 0.01). Among the three cultivars, 'Mahan' exhibited the highest soil nitrogenase activity in both its rhizosphere and bulk soils relative to the other two cultivars. Notably, rhizosphere soils across all cultivars displayed significantly stronger soil nitrogenase activity than their bulk soil counterparts. 'Mahan' harbored significantly higher microbial <i>α</i>-diversity (Sobs, Shannon, and Chao indices) than other cultivars (<i>p</i> < 0.05). <i>β</i>-diversity analysis revealed marked community divergence among cultivars, with the most pronounced differences observed in bulk soils. Specifically, the bulk soil of 'Jinhua' harbored a distinct microbial signature, marked by significant enrichment of <i>Cyanobacteria</i> and depletion of <i>Alphaproteobacteria</i>. Linear discriminant analysis effect size (LEfSe) further identified <i>Rhizobiales</i> and <i>Burkholderiales</i> as distinct biomarkers for the rhizosphere and bulk soils of 'Jinhua', respectively (<i>LDA</i> score > 4.0, <i>p</i> < 0.05). Microbial co-occurrence network analysis showed that the bulk soil of 'Jinhua' harbored the most complex microbial interaction network, characterized by the highest number of edges, and average connectivity. In co-occurrence networks, <i>Azohydromonas</i>, <i>Bradyrhizobium</i>, <i>Azoarcus</i>, <i>Rhodomicrobium</i> were found as the keystone taxa in maintaining network stability.</p><p><strong>Discussion: </strong>This research elucidates the regulatory roles of pecan cultivars in shaping soil nitrogen fixation functions and microbial community assembly, providing valuable practical implications for precision microbiome management in pecan production.</p>","PeriodicalId":12466,"journal":{"name":"Frontiers in Microbiology","volume":"16 ","pages":"1716240"},"PeriodicalIF":4.0,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12819599/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146028993","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-07eCollection Date: 2025-01-01DOI: 10.3389/fmicb.2025.1662342
Keli Fang, Dongdong Zhang, Benqiang Zhang, Xikun Li, Yang Zhang
The Ralstonia solanacearum species complex (RSSC) is a devastating soil-borne pathogen that causes bacterial wilt in solanaceous crops. However, the response of RSSC to monosaccharides-key components of root exudates released into the rhizosphere-remains unclear. We supplemented culture media with several typical monosaccharides derived from tobacco root exudates to mimic rhizosphere signals and examined their effect on the expression of bacterial virulence factors. Transcriptome analysis revealed that galactose markedly altered the physiological status of RSSC, inducing a state resembling that during plant infection. Among the monosaccharides tested, galactose specifically up-regulated the expression of type III secreted effectors. Notably, galactose also actively induced nitrogen metabolism, leading to the production of nitrous oxide and other reactive nitrogen species, which may, like reactive oxygen species, enhance pathogenicity. Furthermore, metabolites extracted from galactose-induced RSSC cultures triggered cell death when infiltrated into tobacco leaves.
茄枯病菌(Ralstonia solanacearum species complex, RSSC)是一种毁灭性的土传病原体,可引起茄类作物的细菌性枯萎病。然而,RSSC对释放到根际的根分泌物的关键成分单糖的反应尚不清楚。本研究在培养基中添加几种典型的烟草根分泌物单糖,模拟根际信号,观察其对细菌毒力因子表达的影响。转录组分析显示,半乳糖显著改变了RSSC的生理状态,诱导了一种类似于植物感染时的状态。在测试的单糖中,半乳糖特异性上调III型分泌效应物的表达。值得注意的是,半乳糖还积极诱导氮代谢,导致氧化亚氮和其他活性氮的产生,这些活性氮可能与活性氧一样增强致病性。此外,从半乳糖诱导的RSSC培养物中提取的代谢物在渗入烟叶时引发细胞死亡。
{"title":"Root exudate monosaccharides modulate the pathogenicity of <i>Ralstonia pseudosolanacearum</i>.","authors":"Keli Fang, Dongdong Zhang, Benqiang Zhang, Xikun Li, Yang Zhang","doi":"10.3389/fmicb.2025.1662342","DOIUrl":"10.3389/fmicb.2025.1662342","url":null,"abstract":"<p><p>The <i>Ralstonia solanacearum</i> species complex (RSSC) is a devastating soil-borne pathogen that causes bacterial wilt in solanaceous crops. However, the response of RSSC to monosaccharides-key components of root exudates released into the rhizosphere-remains unclear. We supplemented culture media with several typical monosaccharides derived from tobacco root exudates to mimic rhizosphere signals and examined their effect on the expression of bacterial virulence factors. Transcriptome analysis revealed that galactose markedly altered the physiological status of RSSC, inducing a state resembling that during plant infection. Among the monosaccharides tested, galactose specifically up-regulated the expression of type III secreted effectors. Notably, galactose also actively induced nitrogen metabolism, leading to the production of nitrous oxide and other reactive nitrogen species, which may, like reactive oxygen species, enhance pathogenicity. Furthermore, metabolites extracted from galactose-induced RSSC cultures triggered cell death when infiltrated into tobacco leaves.</p>","PeriodicalId":12466,"journal":{"name":"Frontiers in Microbiology","volume":"16 ","pages":"1662342"},"PeriodicalIF":4.0,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12819619/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146029001","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-07eCollection Date: 2025-01-01DOI: 10.3389/fmicb.2025.1697138
Matija Hadžić, Paul Hammer, Carsten Krumbiegel, Olga Moskalenko, Andrija Karačić, Daria Hadžić
Introduction: The appendix is thought to act as a regulatory immune organ and gut microbiota reservoir. Although appendectomy is linked to health risks, its impact on the gut microbiota remains understudied.
Methods: This study is conceived as a cross-sectional retrospective follow-up study. Three comparisons were performed on gut microbiota data using self-reported metadata retrieved from a European laboratory's extensive database. First, subjects with (wA) and without (noA) appendectomy during stool sampling were compared. Second, healthy individuals were selected based on specific criteria by comparing those with (HwA) and without (HnoA) appendectomies. Finally, healthy (HwA) and non-healthy (nHwA) subjects with a history of appendectomy were compared. Due to the study design, the timing and cause of the appendectomy were unknown. Data on confounding factors, such as age, BMI, and sex, were analyzed as covariates. Regarding the gut microbiota, alpha and beta diversity, relative abundance of phyla, genera, and metabolic pathways were compared.
Results: Significant differences were found in the gut microbiota composition and functionality between 2'615 adult subjects who had and 13'103 adults who had not undergone appendectomy (wA vs. noA), but also in confounding factors such as age, sex, and BMI. No significant differences were found in the gut microbiota between the 111 healthy adult subjects and 876 adults who had not undergone appendectomy (HwA vs. HnoA) at the time of stool sampling. Significant differences were found between 111 healthy and 2'504 non-healthy subjects who underwent appendectomy (HwA vs. nHwA). The gut microbiota composition of nHwA differed significantly in beta diversity; it was less diverse (Shannon entropy) and showed a decreased abundance of two genera, Eubacterium ruminantium and Lachnospiraceae FCS020. The HwA group was found to consume additional portions of vegetables and fruits and sleep longer, but these differences were not significant.
Conclusion: Our study found significant differences in the gut microbiota composition between healthy and non-healthy subjects who underwent appendectomy, but no difference in healthy subjects with or without appendectomy. Further studies are needed to elucidate whether these differences are due to different restorative capacities over time.
阑尾被认为是调节免疫器官和肠道微生物群的储存库。虽然阑尾切除术与健康风险有关,但其对肠道微生物群的影响仍未得到充分研究。方法:本研究为横断面回顾性随访研究。使用从欧洲实验室广泛的数据库中检索的自我报告的元数据,对肠道微生物群数据进行了三次比较。首先,比较粪便取样期间进行(wA)和未(noA)阑尾切除术的受试者。其次,通过比较(HwA)和(HwA)阑尾切除术后的健康个体,根据特定的标准选择健康个体。最后,比较有阑尾切除术史的健康(HwA)和非健康(nHwA)受试者。由于研究设计的原因,阑尾切除术的时间和原因尚不清楚。混淆因素的数据,如年龄、BMI和性别,作为协变量进行分析。在肠道菌群方面,比较了α和β多样性、门、属和代谢途径的相对丰度。结果:2 615名成年阑尾切除术患者和13 103名未行阑尾切除术患者的肠道菌群组成和功能存在显著差异(wA vs noA),年龄、性别和BMI等混杂因素也存在显著差异。在粪便取样时,111名健康成人受试者与876名未接受阑尾切除术的成年人(HwA vs. HnoA)之间的肠道微生物群未发现显著差异。111名健康受试者与2 504名非健康受试者行阑尾切除术(HwA vs. nHwA),差异有统计学意义。nHwA的肠道菌群组成在β多样性方面存在显著差异;反刍真菌(Eubacterium ruminantium)和毛缕菌科(Lachnospiraceae) FCS020的丰度下降,多样性下降(Shannon熵)。研究发现,HwA组的人摄入了更多的蔬菜和水果,睡眠时间更长,但这些差异并不显著。结论:我们的研究发现,接受阑尾切除术的健康和非健康受试者的肠道微生物群组成存在显著差异,但在接受阑尾切除术的健康受试者和未接受阑尾切除术的健康受试者之间没有差异。需要进一步的研究来阐明这些差异是否由于不同的恢复能力随着时间的推移。
{"title":"The association between history of appendectomy and gut microbiota composition: a follow-up cross-sectional study.","authors":"Matija Hadžić, Paul Hammer, Carsten Krumbiegel, Olga Moskalenko, Andrija Karačić, Daria Hadžić","doi":"10.3389/fmicb.2025.1697138","DOIUrl":"10.3389/fmicb.2025.1697138","url":null,"abstract":"<p><strong>Introduction: </strong>The appendix is thought to act as a regulatory immune organ and gut microbiota reservoir. Although appendectomy is linked to health risks, its impact on the gut microbiota remains understudied.</p><p><strong>Methods: </strong>This study is conceived as a cross-sectional retrospective follow-up study. Three comparisons were performed on gut microbiota data using self-reported metadata retrieved from a European laboratory's extensive database. First, subjects with (wA) and without (noA) appendectomy during stool sampling were compared. Second, healthy individuals were selected based on specific criteria by comparing those with (HwA) and without (HnoA) appendectomies. Finally, healthy (HwA) and non-healthy (nHwA) subjects with a history of appendectomy were compared. Due to the study design, the timing and cause of the appendectomy were unknown. Data on confounding factors, such as age, BMI, and sex, were analyzed as covariates. Regarding the gut microbiota, alpha and beta diversity, relative abundance of phyla, genera, and metabolic pathways were compared.</p><p><strong>Results: </strong>Significant differences were found in the gut microbiota composition and functionality between 2'615 adult subjects who had and 13'103 adults who had not undergone appendectomy (wA vs. noA), but also in confounding factors such as age, sex, and BMI. No significant differences were found in the gut microbiota between the 111 healthy adult subjects and 876 adults who had not undergone appendectomy (HwA vs. HnoA) at the time of stool sampling. Significant differences were found between 111 healthy and 2'504 non-healthy subjects who underwent appendectomy (HwA vs. nHwA). The gut microbiota composition of nHwA differed significantly in beta diversity; it was less diverse (Shannon entropy) and showed a decreased abundance of two genera, <i>Eubacterium ruminantium</i> and <i>Lachnospiraceae</i> FCS020. The HwA group was found to consume additional portions of vegetables and fruits and sleep longer, but these differences were not significant.</p><p><strong>Conclusion: </strong>Our study found significant differences in the gut microbiota composition between healthy and non-healthy subjects who underwent appendectomy, but no difference in healthy subjects with or without appendectomy. Further studies are needed to elucidate whether these differences are due to different restorative capacities over time.</p>","PeriodicalId":12466,"journal":{"name":"Frontiers in Microbiology","volume":"16 ","pages":"1697138"},"PeriodicalIF":4.0,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12819762/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146029083","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-07eCollection Date: 2025-01-01DOI: 10.3389/fmicb.2025.1696826
Oleksandra Berhilevych, Elisa Peh, Johanna Charlotte Vahle, Madeleine Plötz, Sophie Kittler
<p><p>Food safety continues to be an important issue for consumer protection and public health globally. Chicken meat is considered a primary source of <i>Salmonella</i> and <i>E. coli</i> infections in humans. In recent years, phage-based biocontrol has attracted attention as a promising approach to combat these foodborne pathogens due to its advantages over traditional methods and its biological properties as a natural bactericide. Using phage-based control as a decontamination method to ensure microbial safety of food aligns with the One Health strategy for sustainable pathogen control and prevention of foodborne infections. This study aimed to develop and evaluate the effectiveness of a three-phage cocktail with optimized efficacy for simultaneously controlling <i>Salmonella</i> and <i>E. coli</i> on raw chicken filets during cold storage. To optimize the efficacy of the final phage cocktail, three phages were selected according to their host ranges and the efficiency of plating (EOP) values. They were combined in a cocktail, and the host range was expanded using the Appelmans protocol for 30 training cycles. The antibacterial efficacy of the trained three-phage cocktail was evaluated in liquid culture using a planktonic killing assay (PKA) and on raw chicken filets stored at 4 ± 0.5 °C for 72 h, employing multiplicities of infection (MOI) of 1, 10, and 100 for targeting filets contaminated with single <i>Salmonella</i> and <i>E. coli</i> strains and a mixture of both. After training according to the Appelmans protocol, the cocktail showed an expanded host range, covering 62.5% (5/8 after 30 training cycles) instead of 37.5% (3/8 before training) of the tested bacteria. The planktonic killing assay demonstrated that the trained three-phage cocktail had a significant inhibitory effect on bacterial growth of the <i>Salmonella</i> strains (4/4, 100%) from 3 to 6 h, while the non-trained initial three-phage cocktail's effect was less pronounced (1/4, 25%) and lasted only 3 h. However, three of four <i>E. coli</i> strains (75%) were not sensitive to the three-phage cocktail after 30 cycles of the Appelmans protocol compared to two out of four strains (50%) with the non-trained initial three-phage cocktail. On raw chicken filets, significant bacterial reduction was observed when using MOI 10 and 100 of the trained three-phage cocktail. A maximum reduction of 1.56 log<sub>10</sub> CFU/mL of <i>Salmonella</i> BfR 20-SA00418 and 1.48 log<sub>10</sub> CFU/mL of <i>E. coli</i> 19/302/1/A after 72 h compared to placebo-treated controls were achieved using an MOI of 100. We observed a synergistic effect of the three-phage cocktail compared to single treatment, with a stronger effect on <i>Salmonella</i> than on <i>E. coli</i> strains. Using the Appelmans protocol improved the effects of the developed three-phage cocktail, leading to broader pathogen coverage. The efficacy of the developed three-phage cocktail under cold storage conditions and its ability
{"title":"Phage-based biocontrol of <i>Salmonella</i> and <i>E. coli</i> in raw chicken filets: optimizing phage-based solutions to enhance food safety under cooled storing conditions.","authors":"Oleksandra Berhilevych, Elisa Peh, Johanna Charlotte Vahle, Madeleine Plötz, Sophie Kittler","doi":"10.3389/fmicb.2025.1696826","DOIUrl":"10.3389/fmicb.2025.1696826","url":null,"abstract":"<p><p>Food safety continues to be an important issue for consumer protection and public health globally. Chicken meat is considered a primary source of <i>Salmonella</i> and <i>E. coli</i> infections in humans. In recent years, phage-based biocontrol has attracted attention as a promising approach to combat these foodborne pathogens due to its advantages over traditional methods and its biological properties as a natural bactericide. Using phage-based control as a decontamination method to ensure microbial safety of food aligns with the One Health strategy for sustainable pathogen control and prevention of foodborne infections. This study aimed to develop and evaluate the effectiveness of a three-phage cocktail with optimized efficacy for simultaneously controlling <i>Salmonella</i> and <i>E. coli</i> on raw chicken filets during cold storage. To optimize the efficacy of the final phage cocktail, three phages were selected according to their host ranges and the efficiency of plating (EOP) values. They were combined in a cocktail, and the host range was expanded using the Appelmans protocol for 30 training cycles. The antibacterial efficacy of the trained three-phage cocktail was evaluated in liquid culture using a planktonic killing assay (PKA) and on raw chicken filets stored at 4 ± 0.5 °C for 72 h, employing multiplicities of infection (MOI) of 1, 10, and 100 for targeting filets contaminated with single <i>Salmonella</i> and <i>E. coli</i> strains and a mixture of both. After training according to the Appelmans protocol, the cocktail showed an expanded host range, covering 62.5% (5/8 after 30 training cycles) instead of 37.5% (3/8 before training) of the tested bacteria. The planktonic killing assay demonstrated that the trained three-phage cocktail had a significant inhibitory effect on bacterial growth of the <i>Salmonella</i> strains (4/4, 100%) from 3 to 6 h, while the non-trained initial three-phage cocktail's effect was less pronounced (1/4, 25%) and lasted only 3 h. However, three of four <i>E. coli</i> strains (75%) were not sensitive to the three-phage cocktail after 30 cycles of the Appelmans protocol compared to two out of four strains (50%) with the non-trained initial three-phage cocktail. On raw chicken filets, significant bacterial reduction was observed when using MOI 10 and 100 of the trained three-phage cocktail. A maximum reduction of 1.56 log<sub>10</sub> CFU/mL of <i>Salmonella</i> BfR 20-SA00418 and 1.48 log<sub>10</sub> CFU/mL of <i>E. coli</i> 19/302/1/A after 72 h compared to placebo-treated controls were achieved using an MOI of 100. We observed a synergistic effect of the three-phage cocktail compared to single treatment, with a stronger effect on <i>Salmonella</i> than on <i>E. coli</i> strains. Using the Appelmans protocol improved the effects of the developed three-phage cocktail, leading to broader pathogen coverage. The efficacy of the developed three-phage cocktail under cold storage conditions and its ability ","PeriodicalId":12466,"journal":{"name":"Frontiers in Microbiology","volume":"16 ","pages":"1696826"},"PeriodicalIF":4.0,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12819821/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146028963","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}