首页 > 最新文献

International journal of food microbiology最新文献

英文 中文
Decontamination of black peppercorns using UV-LED technology and its effect on cell viability UV-LED技术净化黑胡椒及其对细胞活力的影响
IF 5.2 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-12-04 DOI: 10.1016/j.ijfoodmicro.2025.111567
Víctor Arcos-Limiñana , Marie Polet , Bavo Verhaegen , Arturo B. Soro , Brijesh K. Tiwari , Soledad Prats-Moya , Salvador Maestre-Pérez , Koenraad Van Hoorde
Ultraviolet light-emitting diodes (UV-LEDs) are being investigated for potential use in food disinfection due to their customisable wavelength and high energy efficiency. The objective of this study was to examine the impact of UV-LED treatments, for up to 30 min, at wavelengths of 280, 300, and 365 nm, as well as simultaneous irradiation with 280 and 300 nm, on the culturability of Escherichia coli, Bacillus cereus spores, and Salmonella enterica in black peppercorns. It resulted in a reduction of up to 1.65, 1.35 and 1 log colony-forming units per gram (CFU/g) for E. coli, S. enterica, and B. cereus spores, respectively. The viability of S. enterica was also evaluated in black pepper using a viability PCR method with DyeTox13. No significant differences were observed between active and inactive non-culturable states. This finding suggests that UV light did not cause substantial lethal damage to the bacteria, but instead rendered them non-culturable, potentially leading to an underestimation of the food safety risk. These findings are encouraging concerning the potential applications of UV-LEDs in the spice industry.
紫外线发光二极管(uv - led)由于其可定制的波长和高能效,正在研究其在食品消毒中的潜在用途。本研究的目的是研究UV-LED在280、300和365 nm波长下处理30分钟,以及280和300 nm同时照射对黑胡椒中大肠杆菌、蜡样芽孢杆菌孢子和肠炎沙门氏菌的培养能力的影响。结果表明,大肠杆菌、肠球菌和蜡样芽孢杆菌孢子的每克(CFU/g)集落形成单位分别减少1.65、1.35和1 log。利用染料毒素(DyeTox13)对黑胡椒中肠球菌的活力进行了测定。活性状态与非活性状态间无显著差异。这一发现表明,紫外线并没有对细菌造成实质性的致命伤害,而是使它们无法培养,从而可能导致对食品安全风险的低估。这些发现对于uv - led在香料行业的潜在应用是令人鼓舞的。
{"title":"Decontamination of black peppercorns using UV-LED technology and its effect on cell viability","authors":"Víctor Arcos-Limiñana ,&nbsp;Marie Polet ,&nbsp;Bavo Verhaegen ,&nbsp;Arturo B. Soro ,&nbsp;Brijesh K. Tiwari ,&nbsp;Soledad Prats-Moya ,&nbsp;Salvador Maestre-Pérez ,&nbsp;Koenraad Van Hoorde","doi":"10.1016/j.ijfoodmicro.2025.111567","DOIUrl":"10.1016/j.ijfoodmicro.2025.111567","url":null,"abstract":"<div><div>Ultraviolet light-emitting diodes (UV-LEDs) are being investigated for potential use in food disinfection due to their customisable wavelength and high energy efficiency. The objective of this study was to examine the impact of UV-LED treatments, for up to 30 min, at wavelengths of 280, 300, and 365 nm, as well as simultaneous irradiation with 280 and 300 nm, on the culturability of <em>Escherichia coli</em>, <em>Bacillus cereus</em> spores, and <em>Salmonella enterica</em> in black peppercorns. It resulted in a reduction of up to 1.65, 1.35 and 1 log colony-forming units per gram (CFU/g) for <em>E. coli</em>, <em>S. enterica</em>, and <em>B. cereus</em> spores, respectively. The viability of <em>S. enterica</em> was also evaluated in black pepper using a viability PCR method with DyeTox13. No significant differences were observed between active and inactive non-culturable states. This finding suggests that UV light did not cause substantial lethal damage to the bacteria, but instead rendered them non-culturable, potentially leading to an underestimation of the food safety risk. These findings are encouraging concerning the potential applications of UV-LEDs in the spice industry.</div></div>","PeriodicalId":14095,"journal":{"name":"International journal of food microbiology","volume":"447 ","pages":"Article 111567"},"PeriodicalIF":5.2,"publicationDate":"2025-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145692718","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Tissue destruction during food spoilage is associated with the formation of biofilms by Pseudomonas species 食物变质过程中的组织破坏与假单胞菌形成生物膜有关。
IF 5.2 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-12-03 DOI: 10.1016/j.ijfoodmicro.2025.111563
Laura M. Nolan , James J. Lazenby , George M. Savva , Ryan Sweet , Gregory J. Wickham , Haider Al-Khanaq , Samuel J. Bloomfield , Alison E. Mather , Cynthia B. Whitchurch
Members of the Pseudomonas genus are common spoilers of a range of meat, dairy and vegetable products. While we have a good understanding of the Pseudomonas species typically responsible for spoilage, we know very little about how these bacteria interact with food surfaces during spoilage. Here we assessed the spoilage capabilities of a large panel (n = 124) of Pseudomonas species food-derived isolates on meat (chicken) and leafy greens (spinach). Most isolates (71/124) were capable of spoiling both foods, but some were only capable of spoiling only chicken (21/124) or spinach (23/124), or neither (9/124). Our data also demonstrated that the type of fresh food the strain was isolated from influenced spoilage capabilities: strains isolated from meat products were equally likely to spoil both chicken and spinach; isolates from seafood products were significantly more likely to spoil chicken; and those isolated from leafy greens were significantly more likely to spoil spinach. We used fluorescence microscopy to visualise how Pseudomonas spoilage species interacted with the meat or leaf tissue and observed significant tissue destruction associated with biofilm formation. For chicken, this was associated with the formation of dense biofilm pillars that penetrated deep into the tissue. For spinach we observed biofilms on the leaf in areas of tissue degradation. Finally, we explored the correlation between potentially relevant phenotypes (in vitro biofilm, motility and secreted enzyme production) and spoilage capabilities. After controlling for the phylogenetic relationships between samples there was no evidence for association between these phenotypes and spoilage capability in either product. Overall, this study increases our understanding of processes involved in food spoilage by Pseudomonas species.
假单胞菌属的成员是一系列肉类,乳制品和蔬菜产品的常见破坏者。虽然我们对通常导致腐败的假单胞菌种类有很好的了解,但我们对这些细菌在腐败过程中如何与食物表面相互作用知之甚少。在这里,我们评估了一个大型小组(n = 124)假单胞菌物种食物来源分离物对肉类(鸡肉)和绿叶蔬菜(菠菜)的腐败能力。大多数分离株(71/124)都能破坏两种食物,但有些只能破坏鸡肉(21/124)或菠菜(23/124),或两者都不能破坏(9/124)。我们的数据还表明,该菌株从新鲜食物中分离出来的类型会影响腐败能力:从肉制品中分离出来的菌株同样有可能破坏鸡肉和菠菜;从海产品中分离出的菌株更有可能使鸡肉变质;那些与绿叶蔬菜分离的人更有可能破坏菠菜。我们使用荧光显微镜观察假单胞菌腐败物种如何与肉或叶组织相互作用,并观察到与生物膜形成相关的显著组织破坏。对于鸡来说,这与深入组织的致密生物膜柱的形成有关。对于菠菜,我们在组织退化的区域观察到叶片上的生物膜。最后,我们探讨了潜在相关表型(体外生物膜、运动性和分泌酶生产)与腐败能力之间的相关性。在控制了样品之间的系统发育关系后,没有证据表明这些表型与两种产品的腐败能力之间存在关联。总的来说,这项研究增加了我们对假单胞菌类食物腐败过程的理解。
{"title":"Tissue destruction during food spoilage is associated with the formation of biofilms by Pseudomonas species","authors":"Laura M. Nolan ,&nbsp;James J. Lazenby ,&nbsp;George M. Savva ,&nbsp;Ryan Sweet ,&nbsp;Gregory J. Wickham ,&nbsp;Haider Al-Khanaq ,&nbsp;Samuel J. Bloomfield ,&nbsp;Alison E. Mather ,&nbsp;Cynthia B. Whitchurch","doi":"10.1016/j.ijfoodmicro.2025.111563","DOIUrl":"10.1016/j.ijfoodmicro.2025.111563","url":null,"abstract":"<div><div>Members of the <em>Pseudomonas</em> genus are common spoilers of a range of meat, dairy and vegetable products. While we have a good understanding of the <em>Pseudomonas</em> species typically responsible for spoilage, we know very little about how these bacteria interact with food surfaces during spoilage. Here we assessed the spoilage capabilities of a large panel (<em>n</em> = 124) of <em>Pseudomonas</em> species food-derived isolates on meat (chicken) and leafy greens (spinach). Most isolates (71/124) were capable of spoiling both foods, but some were only capable of spoiling only chicken (21/124) or spinach (23/124), or neither (9/124). Our data also demonstrated that the type of fresh food the strain was isolated from influenced spoilage capabilities: strains isolated from meat products were equally likely to spoil both chicken and spinach; isolates from seafood products were significantly more likely to spoil chicken; and those isolated from leafy greens were significantly more likely to spoil spinach. We used fluorescence microscopy to visualise how <em>Pseudomonas</em> spoilage species interacted with the meat or leaf tissue and observed significant tissue destruction associated with biofilm formation. For chicken, this was associated with the formation of dense biofilm pillars that penetrated deep into the tissue. For spinach we observed biofilms on the leaf in areas of tissue degradation. Finally, we explored the correlation between potentially relevant phenotypes (<em>in vitro</em> biofilm, motility and secreted enzyme production) and spoilage capabilities. After controlling for the phylogenetic relationships between samples there was no evidence for association between these phenotypes and spoilage capability in either product. Overall, this study increases our understanding of processes involved in food spoilage by <em>Pseudomonas</em> species.</div></div>","PeriodicalId":14095,"journal":{"name":"International journal of food microbiology","volume":"447 ","pages":"Article 111563"},"PeriodicalIF":5.2,"publicationDate":"2025-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145742503","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Emerging pathogen alert: Global epidemiology of the zoonotic potential of Escherichia albertii: A systematic review and meta-analysis 新出现的病原体警报:阿尔伯氏埃希氏菌人畜共患潜力的全球流行病学:系统回顾和荟萃分析。
IF 5.2 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-12-03 DOI: 10.1016/j.ijfoodmicro.2025.111564
Md Jisan Ahmed , Md Imran Hossain , Delower Hossain
Escherichia albertii (E. albertii) is a globally emerging zoonotic foodborne pathogen with underestimated public health significance due to misidentification challenges. This study systematically investigated the global epidemiology and host spectrum of E. albertii through a meta-analysis of its prevalence and associated epidemiological determinants across different sources. A total of 13 studies published between 2000 and 2025 were identified through comprehensive searches of Scopus, Web of Science, and PubMed, which were based on predefined inclusion criteria. The data were systematically extracted using Microsoft Excel, and the statistical analyses were performed in R (v4.5.0). To address substantial heterogeneity, a random effects model was applied to estimate the pooled prevalence. The meta-analysis included 13 studies comprising 5439 samples, 454 of which 454 were positive for E. albertii, resulting in a pooled prevalence of 15.49 % with significant heterogeneity (97 %). Subgroup differences by country (τ2 = 0.0008–0.0249), host (τ2 = 0.0032–0.1031), and sample (τ2 = 0.0076–0.0881) were statistically significant (p < 0.0001), whereas meta-regression identified no significant covariates. The highest prevalence was observed in Bangladesh (63.93 %), whereas the lowest was in Belgium (1.35 %). Host-specific analysis revealed the highest prevalence in chickens (26.75 %) and raccoons (25.61 %), whereas that in oysters (2.11 %) was the lowest. Meat (17.95 %) and fecal (17.43 %) samples presented the highest pooled prevalence among the samples. This study suggests that E. albertii is globally distributed and may exhibit underrecognized host diversity, highlighting its potentially underrecognized importance for public health. However, given the limited number of studies and substantial heterogeneity, these findings should be interpreted with caution.
阿尔伯氏埃希氏菌(E. albertii)是一种全球新兴的人畜共患食源性病原体,由于误认的挑战,其公共卫生意义被低估。本研究通过对不同来源的阿尔伯蒂大肠杆菌的患病率和相关流行病学决定因素的荟萃分析,系统地调查了阿尔伯蒂大肠杆菌的全球流行病学和宿主谱。通过综合检索Scopus、Web of Science和PubMed,根据预定义的纳入标准,确定了2000年至2025年间发表的13项研究。采用Microsoft Excel系统提取数据,并在R (v4.5.0)软件中进行统计分析。为了解决实质性的异质性,采用随机效应模型来估计合并患病率。荟萃分析包括13项研究,包括5439份样本,其中454份为阿尔伯蒂大肠杆菌阳性,总患病率为15.49%,异质性显著(97%)。国家(τ2 = 0.0008-0.0249)、宿主(τ2 = 0.0032-0.1031)和样本(τ2 = 0.0076-0.0881)的亚组差异具有统计学意义(p
{"title":"Emerging pathogen alert: Global epidemiology of the zoonotic potential of Escherichia albertii: A systematic review and meta-analysis","authors":"Md Jisan Ahmed ,&nbsp;Md Imran Hossain ,&nbsp;Delower Hossain","doi":"10.1016/j.ijfoodmicro.2025.111564","DOIUrl":"10.1016/j.ijfoodmicro.2025.111564","url":null,"abstract":"<div><div><em>Escherichia albertii</em> (<em>E. albertii</em>) is a globally emerging zoonotic foodborne pathogen with underestimated public health significance due to misidentification challenges. This study systematically investigated the global epidemiology and host spectrum of <em>E. albertii</em> through a meta-analysis of its prevalence and associated epidemiological determinants across different sources. A total of 13 studies published between 2000 and 2025 were identified through comprehensive searches of Scopus, Web of Science, and PubMed, which were based on predefined inclusion criteria. The data were systematically extracted using Microsoft Excel, and the statistical analyses were performed in R (v4.5.0). To address substantial heterogeneity, a random effects model was applied to estimate the pooled prevalence. The meta-analysis included 13 studies comprising 5439 samples, 454 of which 454 were positive for <em>E. albertii</em>, resulting in a pooled prevalence of 15.49 % with significant heterogeneity (97 %). Subgroup differences by country (τ<sup>2</sup> = 0.0008–0.0249), host (τ<sup>2</sup> = 0.0032–0.1031), and sample (τ<sup>2</sup> = 0.0076–0.0881) were statistically significant (<em>p</em> &lt; 0.0001), whereas meta-regression identified no significant covariates. The highest prevalence was observed in Bangladesh (63.93 %), whereas the lowest was in Belgium (1.35 %). Host-specific analysis revealed the highest prevalence in chickens (26.75 %) and raccoons (25.61 %), whereas that in oysters (2.11 %) was the lowest. Meat (17.95 %) and fecal (17.43 %) samples presented the highest pooled prevalence among the samples. This study suggests that <em>E. albertii</em> is globally distributed and may exhibit underrecognized host diversity, highlighting its potentially underrecognized importance for public health. However, given the limited number of studies and substantial heterogeneity, these findings should be interpreted with caution.</div></div>","PeriodicalId":14095,"journal":{"name":"International journal of food microbiology","volume":"447 ","pages":"Article 111564"},"PeriodicalIF":5.2,"publicationDate":"2025-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145714056","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
CRISPRSpacerType: Automated CRISPR typing of Cronobacter spp. for contamination tracing and evolutionary analysis via spacer profiles CRISPRSpacerType:克罗诺杆菌的自动CRISPR分型,用于污染追踪和进化分析。
IF 5.2 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-12-03 DOI: 10.1016/j.ijfoodmicro.2025.111562
Wenxin Zhao , Shenshen Liu , Haoxuan He , Huanhuan Zou , Xiaoyi Huang , Haiyan Zeng
Cronobacter spp. are important foodborne pathogens associated with severe neonatal infections and high mortality rates. CRISPR typing's higher resolution than multi-locus sequence typing (MLST) makes it powerful for tracing the source of Cronobacter contamination, yet its broader application is constrained by the technique's complexity. To address this challenge, we developed an automated CRISPR typing tool, CRISPRSpacerType, to perform CRISPR detection, classification, and CRISPR Type (CT) assignment. A local database was constructed for Cronobacter spp. as a reference, and all strains were subsequently typed using this tool. Furthermore, we conducted a detailed analysis of two major pathogenic sequence types, Cronobacter sakazakii ST1 and ST4, to assess the performance of CRISPRSpacerType. A total of 39 and 30 CTs were detected in ST1 and ST4 strains, respectively. Most importantly, significant associations were found linking specific CT types to both predominant colistin antibiotic resistance gene mcr-9.1 carriage and pathogenicity. Spacer analysis revealed potential plasmid transmission and specific phage driven adaptation. Ancestral spacer analysis of ST4 strains further identified a high-risk lineage, which includes both the pathogenic CT2 and mcr-9.1 positive CT325 strains, warranting heightened surveillance. Spacer sequences are closely associated with bacterial evolution and phenotype, making the development of a CRISPR typing tool of high biological significance. CRISPRSpacerType permits the broader application of high resolution CRISPR typing to contamination source tracing and evolutionary monitoring of Cronobacter. This advancement significantly strengthens outbreak prevention and surveillance efforts against this pathogen. Our tool is available from GitHub at https://github.com/zwxyo/CRISPRSpacerType.
克罗诺杆菌是与新生儿严重感染和高死亡率相关的重要食源性病原体。CRISPR分型比多位点序列分型(MLST)的分辨率更高,这使得它在追踪克罗诺杆菌污染来源方面具有强大的功能,但其更广泛的应用受到技术复杂性的限制。为了解决这一挑战,我们开发了一种自动CRISPR分型工具CRISPRSpacerType,用于执行CRISPR检测、分类和CRISPR类型(CT)分配。建立克罗诺杆菌本地数据库作为参考,并用该工具对所有菌株进行分型。此外,我们对两种主要致病序列类型阪崎克罗诺杆菌ST1和ST4进行了详细分析,以评估CRISPRSpacerType的性能。在ST1和ST4株中分别检测到39和30个ct。最重要的是,发现特异性CT类型与主要的粘菌素抗生素耐药基因mcr-9.1携带和致病性之间存在显著关联。间隔分析揭示了潜在的质粒传播和特异性噬菌体驱动的适应。ST4菌株的祖先间隔分析进一步确定了一个高风险谱系,该谱系包括致病性CT2和mcr-9.1阳性CT325菌株,需要加强监测。间隔序列与细菌进化和表型密切相关,因此开发一种CRISPR分型工具具有很高的生物学意义。CRISPRSpacerType允许高分辨率CRISPR分型更广泛地应用于克罗诺杆菌的污染源追踪和进化监测。这一进展大大加强了对该病原体的疫情预防和监测工作。我们的工具可以从GitHub上获得https://github.com/zwxyo/CRISPRSpacerType。
{"title":"CRISPRSpacerType: Automated CRISPR typing of Cronobacter spp. for contamination tracing and evolutionary analysis via spacer profiles","authors":"Wenxin Zhao ,&nbsp;Shenshen Liu ,&nbsp;Haoxuan He ,&nbsp;Huanhuan Zou ,&nbsp;Xiaoyi Huang ,&nbsp;Haiyan Zeng","doi":"10.1016/j.ijfoodmicro.2025.111562","DOIUrl":"10.1016/j.ijfoodmicro.2025.111562","url":null,"abstract":"<div><div><em>Cronobacter</em> spp. are important foodborne pathogens associated with severe neonatal infections and high mortality rates. CRISPR typing's higher resolution than multi-locus sequence typing (MLST) makes it powerful for tracing the source of <em>Cronobacter</em> contamination, yet its broader application is constrained by the technique's complexity. To address this challenge, we developed an automated CRISPR typing tool, CRISPRSpacerType, to perform CRISPR detection, classification, and CRISPR Type (CT) assignment. A local database was constructed for <em>Cronobacter</em> spp. as a reference, and all strains were subsequently typed using this tool. Furthermore, we conducted a detailed analysis of two major pathogenic sequence types, <em>Cronobacter sakazakii</em> ST1 and ST4, to assess the performance of CRISPRSpacerType. A total of 39 and 30 CTs were detected in ST1 and ST4 strains, respectively. Most importantly, significant associations were found linking specific CT types to both predominant colistin antibiotic resistance gene <em>mcr-9.1</em> carriage and pathogenicity. Spacer analysis revealed potential plasmid transmission and specific phage driven adaptation. Ancestral spacer analysis of ST4 strains further identified a high-risk lineage, which includes both the pathogenic CT2 and <em>mcr-9.1</em> positive CT325 strains, warranting heightened surveillance. Spacer sequences are closely associated with bacterial evolution and phenotype, making the development of a CRISPR typing tool of high biological significance. CRISPRSpacerType permits the broader application of high resolution CRISPR typing to contamination source tracing and evolutionary monitoring of <em>Cronobacter</em>. This advancement significantly strengthens outbreak prevention and surveillance efforts against this pathogen. Our tool is available from GitHub at <span><span>https://github.com/zwxyo/CRISPRSpacerType</span><svg><path></path></svg></span>.</div></div>","PeriodicalId":14095,"journal":{"name":"International journal of food microbiology","volume":"447 ","pages":"Article 111562"},"PeriodicalIF":5.2,"publicationDate":"2025-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145742539","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Co-fermentation of probiotic lactic acid bacteria and Pichia kluyveri enhances the probiotic viability and flavor profile of enzyme-hydrolyzed kombu (Saccharina japonica) slurry 益生菌乳酸菌与克氏毕赤酵母共发酵可提高酵解海带浆料的益生菌活力和风味特征。
IF 5.2 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-12-02 DOI: 10.1016/j.ijfoodmicro.2025.111553
Chenhan Geng , Shao Quan Liu , Yuyun Lu
Kombu (Saccharina japonica), a nutrient-rich brown seaweed, exhibits limited nutrient bioaccessibility/bioavailability and unfavorable sensory characteristics, particularly lipid-derived off-flavor volatiles, hindering its broader application in the food industry. Although enzymatic hydrolysis and lactic acid bacterial (LAB) fermentation have been applied to improve the nutritional quality of kombu, their effects on sensory improvement remain limited. In contrast, LAB-yeast co-fermentation, particularly involving non-Saccharomyces yeasts, has shown great potential to enhance probiotic viability and modulate flavor profiles; however, this approach has not yet been explored in seaweed substrate. Here, we report for the first time the co-fermentation of Lacticaseibacillus paracasei Shirota and Lactiplantibacillus plantarum 299v with the aroma-producing yeast Pichia kluyveri FrootZen in enzymatically hydrolyzed kombu slurry, under both monoculture and co-culture conditions. After 7 days of fermentation, co-cultures achieved significantly higher probiotic viability (7.36–7.48 log CFU/mL) than probiotic monocultures (6.10–6.40 log CFU/mL), with the L. plantarum-P. kluyveri co-culture additionally producing bioactive γ-aminobutyric acid (GABA). Co-cultures also reduced key off-flavor volatiles such as 1-octen-3-one, (E,Z)-2,6-nonadienal, and (E,E)-2,4-decadienal, by up to 41.5 % compared to the control group, while promoting the biosynthesis of desirable fruity esters, including isoamyl acetate (OAV ≥ 52.9), hexyl acetate (OAV ≥ 36.9), and 2-phenylethyl acetate (OAV ≥ 2.1). These findings highlight the synergistic benefits of LAB-yeast co-fermentation in improving fermentation performance and modulating odor-active volatiles, offering a promising strategy for developing high-quality fermented seaweed-based functional foods/beverages.
海带(Saccharina japonica)是一种营养丰富的褐藻,其营养物质的生物可及性/生物利用度有限,感官特性不佳,特别是脂质衍生的异味挥发性,阻碍了其在食品工业中的广泛应用。虽然酶解和乳酸菌(LAB)发酵已被用于改善海带的营养品质,但它们对感官的改善作用仍然有限。相比之下,实验室-酵母共发酵,特别是涉及非酵母菌的酵母,已经显示出提高益生菌活力和调节风味谱的巨大潜力;然而,这种方法尚未在海藻基质中进行过探索。本文首次报道了副干酪乳杆菌Shirota和植物乳杆菌299v与产香酵母Pichia kluyveri FrootZen在酵素水解的海带浆液中,在单培养和共培养条件下共发酵。发酵7 d后,共培养的益生菌活力(7.36-7.48 log CFU/mL)显著高于单培养的益生菌活力(6.10-6.40 log CFU/mL)。kluyveri共培养另外产生生物活性γ-氨基丁酸(GABA)。与对照组相比,共培养还减少了关键的非风味挥发物,如1-辛烯-3- 1,(E,Z)-2,6-壬二烯醛和(E,E)-2,4-十二烯醛,最多减少了41.5%,同时促进了所需水果酯的生物合成,包括乙酸异戊酯(OAV≥52.9),乙酸己酯(OAV≥36.9)和乙酸2-苯乙基酯(OAV≥2.1)。这些发现强调了实验室-酵母共发酵在提高发酵性能和调节气味活性挥发物方面的协同效益,为开发高质量的发酵海藻功能食品/饮料提供了一个有希望的策略。
{"title":"Co-fermentation of probiotic lactic acid bacteria and Pichia kluyveri enhances the probiotic viability and flavor profile of enzyme-hydrolyzed kombu (Saccharina japonica) slurry","authors":"Chenhan Geng ,&nbsp;Shao Quan Liu ,&nbsp;Yuyun Lu","doi":"10.1016/j.ijfoodmicro.2025.111553","DOIUrl":"10.1016/j.ijfoodmicro.2025.111553","url":null,"abstract":"<div><div>Kombu (<em>Saccharina japonica</em>), a nutrient-rich brown seaweed, exhibits limited nutrient bioaccessibility/bioavailability and unfavorable sensory characteristics, particularly lipid-derived off-flavor volatiles, hindering its broader application in the food industry. Although enzymatic hydrolysis and lactic acid bacterial (LAB) fermentation have been applied to improve the nutritional quality of kombu, their effects on sensory improvement remain limited. In contrast, LAB-yeast co-fermentation, particularly involving non-<em>Saccharomyces</em> yeasts, has shown great potential to enhance probiotic viability and modulate flavor profiles; however, this approach has not yet been explored in seaweed substrate. Here, we report for the first time the co-fermentation of <em>Lacticaseibacillus paracasei</em> Shirota and <em>Lactiplantibacillus plantarum</em> 299v with the aroma-producing yeast <em>Pichia kluyveri</em> FrootZen in enzymatically hydrolyzed kombu slurry, under both monoculture and co-culture conditions. After 7 days of fermentation, co-cultures achieved significantly higher probiotic viability (7.36–7.48 log CFU/mL) than probiotic monocultures (6.10–6.40 log CFU/mL), with the <em>L. plantarum</em>-<em>P. kluyveri</em> co-culture additionally producing bioactive γ-aminobutyric acid (GABA). Co-cultures also reduced key off-flavor volatiles such as 1-octen-3-one, (<em>E</em>,<em>Z</em>)-2,6-nonadienal, and (<em>E</em>,<em>E</em>)-2,4-decadienal, by up to 41.5 % compared to the control group, while promoting the biosynthesis of desirable fruity esters, including isoamyl acetate (OAV ≥ 52.9), hexyl acetate (OAV ≥ 36.9), and 2-phenylethyl acetate (OAV ≥ 2.1). These findings highlight the synergistic benefits of LAB-yeast co-fermentation in improving fermentation performance and modulating odor-active volatiles, offering a promising strategy for developing high-quality fermented seaweed-based functional foods/beverages.</div></div>","PeriodicalId":14095,"journal":{"name":"International journal of food microbiology","volume":"447 ","pages":"Article 111553"},"PeriodicalIF":5.2,"publicationDate":"2025-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145713996","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Characteristics and genomics study of Salmonella isolates in retail chicken in Shaanxi, China: Focus on comparative genomics analysis of S. Kentucky and S. enteritidis isolates from Shaanxi with those from elsewhere in China 中国陕西零售鸡肉中沙门氏菌分离株特征及基因组学研究:重点对陕西与中国其他地区肯塔基沙门氏菌和肠炎沙门氏菌分离株进行比较基因组学分析。
IF 5.2 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-11-27 DOI: 10.1016/j.ijfoodmicro.2025.111551
Jiaqi Ma , Xiaobao Bai , Siyue Wang , Yinuo Yang , Mei Li , Min Li , Wei Zhou , Shenghui Cui , Baowei Yang
<div><div><em>Salmonella</em> is a major foodborne pathogen, frequently linked to poultry and posing serious food safety and public health risks. To investigate its epidemiology in retail chicken in Shaanxi Province, China, we conducted a comprehensive study integrating whole-genome sequencing (WGS), Clusters of Orthologous Groups (COG) analysis, and machine learning (ML). Genomic data of 331 <em>S</em>. Kentucky and 614 <em>S. enteritidis</em> isolates from the NCBI database were also analyzed to assess genetic relatedness between local strains and those from other sources across China. From 280 chicken samples collected in seven cities, 92 (32.86 %) were <em>Salmonella</em>-positive, yielding 132 isolates representing 29 serotypes. <em>S.</em> Kentucky predominated in wet markets, whereas <em>S. enteritidis</em> dominated supermarkets. All isolates were resistant to at least one antibiotic, with 87.88 % showing multidrug resistance (MDR) and 38.64 % exhibiting extensive drug-resistance (XDR). WGS of 78 representative isolates identified 61 antimicrobial resistance genes (ARGs) and seven quinolone resistance-determining region (QRDR) mutations, with ParC (Thr57Ser) being most frequent. It is worth noting that the high prevalence (100.00 %) of Yersinia high-pathogenicity island (HPI) genes detected in <em>S. infantis</em> in this study has hardly been reported previously. Phylogenetic analysis revealed <em>S.</em> Kentucky and <em>S. enteritidis</em>, which are the predominant serotypes detected in the investigation, showing close genetic relationship (SNP < 10) with those from chicken, pork, aquatic products, and humans in other provinces and host sources. Pan-genomic analysis showed that the number of accessory genes in <em>S.</em> Kentucky was higher than that in <em>S. enteritidis</em>, and supermarket- and human-origin <em>Salmonella</em> isolates possessed a higher proportion of accessory genes. This indicates that the genomes of these isolates are more open and have greater potential for acquiring exogenous elements. Functional enrichment analysis on the core and auxiliary genomes of <em>S.</em> Kentucky and <em>S. enteritidis</em> based on COG clustering indicated that significant differences could be found in the functions of the accessory genomes between the two serotypes. ML-based screening identified <em>intS3</em>, which is implicated in genomic stability and DNA damage repair, as a key feature gene in wet market isolates. Key feature genes identified in <em>S.</em> Kentucky and <em>S. enteritidis</em> from chicken were <em>torI</em> and <em>rfaF</em>, respectively, both associated with environmental adaptability. In human-derived isolates, <em>ccmA</em> and <em>oadB1</em> were identified as feature genes, contributing to bacterial proliferation and host adaptation. This study provides comprehensive genomic and epidemiological insights into <em>Salmonella</em> in Shaanxi retail chicken, emphasizing the widespread MDR/XDR burden an
沙门氏菌是一种主要的食源性病原体,经常与家禽有关,并构成严重的食品安全和公共卫生风险。为了调查其在中国陕西省零售鸡肉中的流行病学,我们进行了全基因组测序(WGS)、同源群聚类(COG)分析和机器学习(ML)的综合研究。对NCBI数据库中331株肯塔基沙门氏菌和614株肠炎沙门氏菌的基因组数据进行了分析,以评估本地菌株与中国其他来源的菌株之间的遗传相关性。在7个城市采集的280份鸡肉样本中,92份(32.86%)为沙门氏菌阳性,分离出132株,代表29种血清型。肯塔基沙门氏菌在菜市场占主导地位,而肠炎沙门氏菌在超市占主导地位。所有分离株均对至少一种抗生素耐药,其中87.88%表现为多药耐药(MDR), 38.64%表现广泛耐药(XDR)。78株代表性分离株的WGS鉴定出61个耐药基因(ARGs)和7个喹诺酮类药物耐药决定区(QRDR)突变,其中以ParC (Thr57Ser)突变最为常见。值得注意的是,本研究在婴儿链球菌中检测到的耶尔森氏菌高致病性岛(HPI)基因的高流行率(100.00%)在以往几乎没有报道。系统发育分析显示,肯塔基沙门氏菌和肠炎沙门氏菌是调查中检测到的主要血清型,具有密切的遗传关系(SNP)
{"title":"Characteristics and genomics study of Salmonella isolates in retail chicken in Shaanxi, China: Focus on comparative genomics analysis of S. Kentucky and S. enteritidis isolates from Shaanxi with those from elsewhere in China","authors":"Jiaqi Ma ,&nbsp;Xiaobao Bai ,&nbsp;Siyue Wang ,&nbsp;Yinuo Yang ,&nbsp;Mei Li ,&nbsp;Min Li ,&nbsp;Wei Zhou ,&nbsp;Shenghui Cui ,&nbsp;Baowei Yang","doi":"10.1016/j.ijfoodmicro.2025.111551","DOIUrl":"10.1016/j.ijfoodmicro.2025.111551","url":null,"abstract":"&lt;div&gt;&lt;div&gt;&lt;em&gt;Salmonella&lt;/em&gt; is a major foodborne pathogen, frequently linked to poultry and posing serious food safety and public health risks. To investigate its epidemiology in retail chicken in Shaanxi Province, China, we conducted a comprehensive study integrating whole-genome sequencing (WGS), Clusters of Orthologous Groups (COG) analysis, and machine learning (ML). Genomic data of 331 &lt;em&gt;S&lt;/em&gt;. Kentucky and 614 &lt;em&gt;S. enteritidis&lt;/em&gt; isolates from the NCBI database were also analyzed to assess genetic relatedness between local strains and those from other sources across China. From 280 chicken samples collected in seven cities, 92 (32.86 %) were &lt;em&gt;Salmonella&lt;/em&gt;-positive, yielding 132 isolates representing 29 serotypes. &lt;em&gt;S.&lt;/em&gt; Kentucky predominated in wet markets, whereas &lt;em&gt;S. enteritidis&lt;/em&gt; dominated supermarkets. All isolates were resistant to at least one antibiotic, with 87.88 % showing multidrug resistance (MDR) and 38.64 % exhibiting extensive drug-resistance (XDR). WGS of 78 representative isolates identified 61 antimicrobial resistance genes (ARGs) and seven quinolone resistance-determining region (QRDR) mutations, with ParC (Thr57Ser) being most frequent. It is worth noting that the high prevalence (100.00 %) of Yersinia high-pathogenicity island (HPI) genes detected in &lt;em&gt;S. infantis&lt;/em&gt; in this study has hardly been reported previously. Phylogenetic analysis revealed &lt;em&gt;S.&lt;/em&gt; Kentucky and &lt;em&gt;S. enteritidis&lt;/em&gt;, which are the predominant serotypes detected in the investigation, showing close genetic relationship (SNP &lt; 10) with those from chicken, pork, aquatic products, and humans in other provinces and host sources. Pan-genomic analysis showed that the number of accessory genes in &lt;em&gt;S.&lt;/em&gt; Kentucky was higher than that in &lt;em&gt;S. enteritidis&lt;/em&gt;, and supermarket- and human-origin &lt;em&gt;Salmonella&lt;/em&gt; isolates possessed a higher proportion of accessory genes. This indicates that the genomes of these isolates are more open and have greater potential for acquiring exogenous elements. Functional enrichment analysis on the core and auxiliary genomes of &lt;em&gt;S.&lt;/em&gt; Kentucky and &lt;em&gt;S. enteritidis&lt;/em&gt; based on COG clustering indicated that significant differences could be found in the functions of the accessory genomes between the two serotypes. ML-based screening identified &lt;em&gt;intS3&lt;/em&gt;, which is implicated in genomic stability and DNA damage repair, as a key feature gene in wet market isolates. Key feature genes identified in &lt;em&gt;S.&lt;/em&gt; Kentucky and &lt;em&gt;S. enteritidis&lt;/em&gt; from chicken were &lt;em&gt;torI&lt;/em&gt; and &lt;em&gt;rfaF&lt;/em&gt;, respectively, both associated with environmental adaptability. In human-derived isolates, &lt;em&gt;ccmA&lt;/em&gt; and &lt;em&gt;oadB1&lt;/em&gt; were identified as feature genes, contributing to bacterial proliferation and host adaptation. This study provides comprehensive genomic and epidemiological insights into &lt;em&gt;Salmonella&lt;/em&gt; in Shaanxi retail chicken, emphasizing the widespread MDR/XDR burden an","PeriodicalId":14095,"journal":{"name":"International journal of food microbiology","volume":"446 ","pages":"Article 111551"},"PeriodicalIF":5.2,"publicationDate":"2025-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145661016","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cinnamomum burmannii waste-derived carbon dots as a novel photosensitizer for effective photodynamic inactivation of foodborne Escherichia coli 肉桂废料碳点作为一种新型光敏剂对食源性大肠杆菌进行光动力失活。
IF 5.2 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-11-27 DOI: 10.1016/j.ijfoodmicro.2025.111552
Xinyu Cai , Kun Lan , Zhenlong Zhou , Shunxing Peng , Jinxiang Xiao , Pengzhen Li , Guanghao Chen , Penghui Fan , Jianyu Su
With the increasing threat of foodborne diseases, photodynamic inactivation (PDI) has attracted attention as a non-thermal sterilization technology that preserves food quality. But the efficiency of photosensitizers (PSs) is limited by short lifespan and limited diffusion distance of reactive oxygen species (ROS). Therefore, it is necessary to develop PSs capable of penetrating cell membranes and directly generating ROS within cells to effectively inactivate foodborne microorganisms. Among emerging materials, carbon dots (CDs) are small, water soluble, exhibit low photobleaching rates, and possess a core-shell structure with abundant surface functional groups, making them promising candidates for PDI. In this study, functional carbon dots (M-CDs) were synthesized from Cinnamomum burmannii waste. The M-CDs demonstrated strong fluorescence, excellent water solubility, and surface groups such as carboxyl and hydroxyl, which enhanced their biocompatibility and antimicrobial activity. With a diameter of approximately 3.355 nm, M-CDs efficiently penetrated cell membranes to generate ROS directly within cells, thereby inactivating foodborne microorganisms via multiple targets. The PDI efficacy of M-CDs against Escherichia coli 8739 was evaluated, demonstrating that 50 mg/L M-CDs reduced bacterial counts by 3.8 log10, and 200 mg/L achieved complete bacterial eradication. Transcriptome analysis revealed gene enrichment in pathways related to lipid metabolism, energy metabolism, DNA repair, and oxidative stress responses. Moreover, M-CDs effectively reduced microbial contamination in Psidium guajava (guavas) and extended their shelf life by eight days at room temperature. The findings of this study provide new insights for developing green, safe, and effective strategies to control foodborne pathogen.
随着食源性疾病威胁的增加,光动力灭活(PDI)作为一种保持食品质量的非热灭菌技术受到了人们的关注。但光敏剂的使用寿命短,活性氧(ROS)的扩散距离有限,限制了光敏剂的效率。因此,有必要开发能够穿透细胞膜并在细胞内直接产生ROS的ps来有效灭活食源性微生物。在新兴材料中,碳点(cd)体积小,可溶于水,具有低光漂白率,具有丰富的表面官能团的核壳结构,使其成为PDI的有希望的候选者。本研究以肉桂废料为原料合成功能碳点(M-CDs)。M-CDs具有较强的荧光性、良好的水溶性和羧基、羟基等表面基团,增强了其生物相容性和抗菌活性。M-CDs直径约为3.355 nm,可有效穿透细胞膜,直接在细胞内产生ROS,从而通过多个靶点灭活食源性微生物。对M-CDs对大肠杆菌8739的PDI效果进行了评估,结果表明,50 mg/L M-CDs可使细菌计数减少3.8 log10, 200 mg/L可完全根除细菌。转录组分析显示,基因富集与脂质代谢、能量代谢、DNA修复和氧化应激反应相关。此外,m - cd有效降低了番石榴中的微生物污染,并将其在室温下的保质期延长了8天。本研究结果为制定绿色、安全、有效的食源性病原菌防治策略提供了新的思路。
{"title":"Cinnamomum burmannii waste-derived carbon dots as a novel photosensitizer for effective photodynamic inactivation of foodborne Escherichia coli","authors":"Xinyu Cai ,&nbsp;Kun Lan ,&nbsp;Zhenlong Zhou ,&nbsp;Shunxing Peng ,&nbsp;Jinxiang Xiao ,&nbsp;Pengzhen Li ,&nbsp;Guanghao Chen ,&nbsp;Penghui Fan ,&nbsp;Jianyu Su","doi":"10.1016/j.ijfoodmicro.2025.111552","DOIUrl":"10.1016/j.ijfoodmicro.2025.111552","url":null,"abstract":"<div><div>With the increasing threat of foodborne diseases, photodynamic inactivation (PDI) has attracted attention as a non-thermal sterilization technology that preserves food quality. But the efficiency of photosensitizers (PSs) is limited by short lifespan and limited diffusion distance of reactive oxygen species (ROS). Therefore, it is necessary to develop PSs capable of penetrating cell membranes and directly generating ROS within cells to effectively inactivate foodborne microorganisms. Among emerging materials, carbon dots (CDs) are small, water soluble, exhibit low photobleaching rates, and possess a core-shell structure with abundant surface functional groups, making them promising candidates for PDI. In this study, functional carbon dots (M-CDs) were synthesized from <em>Cinnamomum burmannii</em> waste. The M-CDs demonstrated strong fluorescence, excellent water solubility, and surface groups such as carboxyl and hydroxyl, which enhanced their biocompatibility and antimicrobial activity. With a diameter of approximately 3.355 nm, M-CDs efficiently penetrated cell membranes to generate ROS directly within cells, thereby inactivating foodborne microorganisms via multiple targets. The PDI efficacy of M-CDs against <em>Escherichia coli</em> 8739 was evaluated, demonstrating that 50 mg/L M-CDs reduced bacterial counts by 3.8 log<sub>10</sub>, and 200 mg/L achieved complete bacterial eradication. Transcriptome analysis revealed gene enrichment in pathways related to lipid metabolism, energy metabolism, DNA repair, and oxidative stress responses. Moreover, M-CDs effectively reduced microbial contamination in <em>Psidium guajava</em> (guavas) and extended their shelf life by eight days at room temperature. The findings of this study provide new insights for developing green, safe, and effective strategies to control foodborne pathogen.</div></div>","PeriodicalId":14095,"journal":{"name":"International journal of food microbiology","volume":"447 ","pages":"Article 111552"},"PeriodicalIF":5.2,"publicationDate":"2025-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145668285","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
High-throughput sequencing reveals microbial transitions in refrigerated sturgeon meat: Implications for quality assurance 高通量测序揭示冷藏鲟鱼肉中的微生物转变:对质量保证的影响
IF 5.2 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-11-27 DOI: 10.1016/j.ijfoodmicro.2025.111542
Jinjin Pei , Jue Gong , Zhe Liu , Wengang Jin , Mingxin Hou , A.M. Abd El-Aty , Qi Deng
This study investigated the microbially driven spoilage mechanism of sturgeon (Acipenser baerii) under refrigerated (4 °C) aerobic storage. High-throughput sequencing analysis revealed that Pseudomonas and Shewanella dominated late-stage spoilage, which was strongly positively correlated with volatile base nitrogen (VBN) accumulation and microbial metabolic shifts toward amino acid degradation pathways. By applying machine learning (random forest coupled with SHAP analysis, AUROC = 0.96) and graph neural networks (GAT, recall = 89.7 %), we pinpointed key spoilage-associated taxa and their interaction dynamics. Furthermore, numerous chemical descriptors have revealed that spoilage-associated enzymes present elevated molecular electrostatic potential (MEPs >25 kcal/mol), which facilitates the nucleophilic attack of amino acids and accelerates spoilage reactions. Time series forecasting (multivariate Prophet model) accurately predicted critical spoilage thresholds (96.5 ± 4.2 h postprocessing) with high accuracy (MAPE = 12.3 %). Additionally, metabolic modeling has demonstrated microbial cold-adapted energy strategies, including a significant increase in succinate fermentation flux (3.8 ± 0.5 mmol·g−1 DW·h−1) and the suppression of TCA cycle activity. This study establishes a multiscale framework linking microbial ecology, enzymatic quantum mechanics, and metabolic dynamics, offering mechanistic insight into spoilage and providing a foundation for precise sturgeon preservation strategies in cold chain logistics.
本研究研究了在低温(4°C)有氧贮藏条件下鲟鱼(Acipenser baerii)微生物驱动的腐败机制。高通量测序分析显示,后期腐败以假单胞菌和希瓦氏菌为主,这与挥发性碱氮(VBN)积累和微生物代谢向氨基酸降解途径转移密切相关。通过机器学习(随机森林结合SHAP分析,AUROC = 0.96)和图神经网络(GAT,召回率= 89.7%),我们确定了腐败相关的关键分类群及其相互作用动态。此外,许多化学描述表明,腐败相关酶具有升高的分子静电势(MEPs >25 kcal/mol),这有利于氨基酸的亲核攻击并加速腐败反应。时间序列预测(多变量Prophet模型)准确预测了关键腐败阈值(96.5±4.2 h后处理),准确率高(MAPE = 12.3%)。此外,代谢模型已经证明了微生物冷适应能量策略,包括琥珀酸发酵通量(3.8±0.5 mmol·g−1 DW·h−1)的显著增加和TCA循环活性的抑制。本研究建立了一个连接微生物生态学、酶量子力学和代谢动力学的多尺度框架,提供了腐败机制的见解,并为冷链物流中鲟鱼的精确保存策略提供了基础。
{"title":"High-throughput sequencing reveals microbial transitions in refrigerated sturgeon meat: Implications for quality assurance","authors":"Jinjin Pei ,&nbsp;Jue Gong ,&nbsp;Zhe Liu ,&nbsp;Wengang Jin ,&nbsp;Mingxin Hou ,&nbsp;A.M. Abd El-Aty ,&nbsp;Qi Deng","doi":"10.1016/j.ijfoodmicro.2025.111542","DOIUrl":"10.1016/j.ijfoodmicro.2025.111542","url":null,"abstract":"<div><div>This study investigated the microbially driven spoilage mechanism of sturgeon (<em>Acipenser baerii</em>) under refrigerated (4 °C) aerobic storage. High-throughput sequencing analysis revealed that Pseudomonas and Shewanella dominated late-stage spoilage, which was strongly positively correlated with volatile base nitrogen (VBN) accumulation and microbial metabolic shifts toward amino acid degradation pathways. By applying machine learning (random forest coupled with SHAP analysis, AUROC = 0.96) and graph neural networks (GAT, recall = 89.7 %), we pinpointed key spoilage-associated taxa and their interaction dynamics. Furthermore, numerous chemical descriptors have revealed that spoilage-associated enzymes present elevated molecular electrostatic potential (MEPs &gt;25 kcal/mol), which facilitates the nucleophilic attack of amino acids and accelerates spoilage reactions. Time series forecasting (multivariate Prophet model) accurately predicted critical spoilage thresholds (96.5 ± 4.2 h postprocessing) with high accuracy (MAPE = 12.3 %). Additionally, metabolic modeling has demonstrated microbial cold-adapted energy strategies, including a significant increase in succinate fermentation flux (3.8 ± 0.5 mmol·g<sup>−1</sup> DW·h<sup>−1</sup>) and the suppression of TCA cycle activity. This study establishes a multiscale framework linking microbial ecology, enzymatic quantum mechanics, and metabolic dynamics, offering mechanistic insight into spoilage and providing a foundation for precise sturgeon preservation strategies in cold chain logistics.</div></div>","PeriodicalId":14095,"journal":{"name":"International journal of food microbiology","volume":"448 ","pages":"Article 111542"},"PeriodicalIF":5.2,"publicationDate":"2025-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145719041","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Simultaneous and sequential inoculation of lactic acid bacteria to engineer the flavor profile of Chinese spicy cabbage: A machine learning and modeling study 同时和顺序接种乳酸菌来设计中国辣白菜的风味特征:机器学习和建模研究
IF 5.2 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-11-26 DOI: 10.1016/j.ijfoodmicro.2025.111533
Weiye Cheng , Qingyang Zhang , Xuan Wang , Yun Cen , Zifan Li , Yunjing Gu , Hui Guan , Kanghee Ko , Wenli Liu , Huamin Li
The inoculation timing of starter cultures is a critical factor influencing the quality of fermented foods, yet it remains underexplored. This study evaluated how simultaneous (T1) and sequential (X1) inoculation of Leuconostoc, Levilactobacillus, and Lactiplantibacillus affects inter-species competition and fermentation dynamics in Chinese spicy cabbage (CSC). While the T1 strategy accelerated fermentation kinetics with Leuconostoc acting as the primary fermenter, the inoculation sequence altered the competitive hierarchy of the secondary fermenters: Levilactobacillus dominated in T1, whereas Lactiplantibacillus prevailed in X1. This differential microbial succession resulted in distinct aromatic signatures, with Random Forest modeling identifying methyl allyl disulfide (Day 6) and dimethyl trisulfide (Day 13) as key differential compounds driving these flavor differences. Although the T1 group developed a more intense fermented flavor, sensory analysis indicated that the sequential (X1) strategy achieved higher overall acceptability by yielding a more desirable balance between moderate flavor and preserved texture. These findings demonstrate that adjusting inoculation timing is an effective method to engineer microbial succession and systematically modify the final sensory profile of fermented vegetables.
发酵剂的接种时间是影响发酵食品质量的一个关键因素,但尚未得到充分的研究。研究了同时(T1)和顺序(X1)接种Leuconostoc、Levilactobacillus和Lactiplantibacillus对中国辣白菜(CSC)种间竞争和发酵动力学的影响。虽然T1策略加速了发酵动力学,以leconostoc作为初级发酵剂,但接种顺序改变了次级发酵剂的竞争等级:在T1中乳酸杆菌占优势,而在X1中乳酸杆菌占优势。这种不同的微生物演替导致了不同的芳香特征,随机森林模型识别出甲基丙烯基二硫醚(第6天)和二甲基三硫醚(第13天)是驱动这些风味差异的关键差异化合物。虽然T1组产生了更强烈的发酵风味,但感官分析表明,顺序(X1)策略通过在适度的风味和保留的质地之间产生更理想的平衡,获得了更高的总体可接受性。这些结果表明,调整接种时间是调控微生物演替和系统改变发酵蔬菜最终感官特征的有效方法。
{"title":"Simultaneous and sequential inoculation of lactic acid bacteria to engineer the flavor profile of Chinese spicy cabbage: A machine learning and modeling study","authors":"Weiye Cheng ,&nbsp;Qingyang Zhang ,&nbsp;Xuan Wang ,&nbsp;Yun Cen ,&nbsp;Zifan Li ,&nbsp;Yunjing Gu ,&nbsp;Hui Guan ,&nbsp;Kanghee Ko ,&nbsp;Wenli Liu ,&nbsp;Huamin Li","doi":"10.1016/j.ijfoodmicro.2025.111533","DOIUrl":"10.1016/j.ijfoodmicro.2025.111533","url":null,"abstract":"<div><div>The inoculation timing of starter cultures is a critical factor influencing the quality of fermented foods, yet it remains underexplored. This study evaluated how simultaneous (T1) and sequential (X1) inoculation of <em>Leuconostoc</em>, <em>Levilactobacillus</em>, and <em>Lactiplantibacillus</em> affects inter-species competition and fermentation dynamics in Chinese spicy cabbage (CSC). While the T1 strategy accelerated fermentation kinetics with <em>Leuconostoc</em> acting as the primary fermenter, the inoculation sequence altered the competitive hierarchy of the secondary fermenters: <em>Levilactobacillus</em> dominated in T1, whereas <em>Lactiplantibacillus</em> prevailed in X1. This differential microbial succession resulted in distinct aromatic signatures, with Random Forest modeling identifying methyl allyl disulfide (Day 6) and dimethyl trisulfide (Day 13) as key differential compounds driving these flavor differences. Although the T1 group developed a more intense fermented flavor, sensory analysis indicated that the sequential (X1) strategy achieved higher overall acceptability by yielding a more desirable balance between moderate flavor and preserved texture. These findings demonstrate that adjusting inoculation timing is an effective method to engineer microbial succession and systematically modify the final sensory profile of fermented vegetables.</div></div>","PeriodicalId":14095,"journal":{"name":"International journal of food microbiology","volume":"446 ","pages":"Article 111533"},"PeriodicalIF":5.2,"publicationDate":"2025-11-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145615353","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Emergent Salmonella enterica serovar Infantis forms a monophyletic lineage shaped by geographic structuring 紧急肠沙门氏菌血清型婴儿形成单系谱系形状的地理结构。
IF 5.2 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-11-25 DOI: 10.1016/j.ijfoodmicro.2025.111536
Alejandro Piña-Iturbe , Daniel Tichy-Navarro , Josefina Miranda-Riveros , María José Navarrete , Andrea I. Moreno-Switt
Multidrug-resistant Salmonella Infantis carrying pESI-like megaplasmids have disseminated worldwide representing a serious threat to public health. Previous studies have investigated its population structure and temporal dynamics above the continental level. However, their conclusions were constrained by limited datasets and sampling biases. To address these issues, we analyzed all publicly available Salmonella Infantis genomes to characterize its global population structure and phylogeographic dispersal. We selected a non-redundant dataset of 14,010 genomes representing the temporal, geographic, isolation source, and genomic diversity of Salmonella Infantis from 77 countries across five continents, collected from 1910 to 2024. Phylogenomic analyses showed that emergent megaplasmid-positive Salmonella Infantis forms a monophyletic lineage with significant geographic structuring. The megaplasmid-positive lineage was inferred to have originated in Western Asia around 1990, followed by multiple introductions into Europe and a single transmission to South America which resulted in the dissemination of this pathogen to Northern America, and from there to the rest of the continent. Multiple recent transmission events of the American lineage to all continents were observed, driving the dispersal of the blaCTX-M-65 gene encoding extended-spectrum β-lactamases. Moreover, genomic evidence also suggests that the emergence of ESBL-producing strains in parts of Asia and Africa may be associated with poultry trading from the Americas. Our findings underscore the urgent need for integrating global human, animal, and environmental surveillance data with population genomic analyses to contain the threats posed by ESBL-producing Salmonella Infantis.
携带pesi样大质粒的耐多药婴儿沙门氏菌已在世界范围内传播,对公共卫生构成严重威胁。以往的研究对其种群结构和大陆水平以上的时间动态进行了研究。然而,他们的结论受到有限的数据集和抽样偏差的限制。为了解决这些问题,我们分析了所有公开可用的婴儿沙门氏菌基因组,以表征其全球种群结构和系统地理分布。我们选择了一个非冗余数据集,包含来自五大洲77个国家的14010个基因组,代表了婴儿沙门氏菌的时间、地理、分离来源和基因组多样性,收集时间为1910年至2024年。系统基因组学分析表明,涌现的巨质粒阳性婴儿沙门氏菌形成了一个具有显著地理结构的单系谱系。据推测,巨型质粒阳性谱系起源于1990年左右的西亚,随后多次传入欧洲,一次传入南美,导致该病原体传播到北美,并从北美传播到该大陆的其他地区。最近观察到美洲谱系向所有大陆传播的多个事件,推动了编码扩展谱β-内酰胺酶的blaCTX-M-65基因的传播。此外,基因组证据还表明,在亚洲和非洲部分地区出现的产生esbl的菌株可能与来自美洲的家禽贸易有关。我们的研究结果强调,迫切需要将全球人类、动物和环境监测数据与群体基因组分析相结合,以遏制产生esbl的婴儿沙门氏菌带来的威胁。
{"title":"Emergent Salmonella enterica serovar Infantis forms a monophyletic lineage shaped by geographic structuring","authors":"Alejandro Piña-Iturbe ,&nbsp;Daniel Tichy-Navarro ,&nbsp;Josefina Miranda-Riveros ,&nbsp;María José Navarrete ,&nbsp;Andrea I. Moreno-Switt","doi":"10.1016/j.ijfoodmicro.2025.111536","DOIUrl":"10.1016/j.ijfoodmicro.2025.111536","url":null,"abstract":"<div><div>Multidrug-resistant <em>Salmonella</em> Infantis carrying pESI-like megaplasmids have disseminated worldwide representing a serious threat to public health. Previous studies have investigated its population structure and temporal dynamics above the continental level. However, their conclusions were constrained by limited datasets and sampling biases. To address these issues, we analyzed all publicly available <em>Salmonella</em> Infantis genomes to characterize its global population structure and phylogeographic dispersal. We selected a non-redundant dataset of 14,010 genomes representing the temporal, geographic, isolation source, and genomic diversity of <em>Salmonella</em> Infantis from 77 countries across five continents, collected from 1910 to 2024. Phylogenomic analyses showed that emergent megaplasmid-positive <em>Salmonella</em> Infantis forms a monophyletic lineage with significant geographic structuring. The megaplasmid-positive lineage was inferred to have originated in Western Asia around 1990, followed by multiple introductions into Europe and a single transmission to South America which resulted in the dissemination of this pathogen to Northern America, and from there to the rest of the continent. Multiple recent transmission events of the American lineage to all continents were observed, driving the dispersal of the <em>bla</em><sub>CTX-M-65</sub> gene encoding extended-spectrum β-lactamases. Moreover, genomic evidence also suggests that the emergence of ESBL-producing strains in parts of Asia and Africa may be associated with poultry trading from the Americas. Our findings underscore the urgent need for integrating global human, animal, and environmental surveillance data with population genomic analyses to contain the threats posed by ESBL-producing <em>Salmonella</em> Infantis.</div></div>","PeriodicalId":14095,"journal":{"name":"International journal of food microbiology","volume":"446 ","pages":"Article 111536"},"PeriodicalIF":5.2,"publicationDate":"2025-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145661081","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
International journal of food microbiology
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1