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1.
Biotechnol Bioeng ; 120(10): 3013-3024, 2023 10.
Artículo en Inglés | MEDLINE | ID: mdl-37306471

RESUMEN

The limited supply of reducing power restricts the efficient utilization of acetate in Yarrowia lipolytica. Here, microbial electrosynthesis (MES) system, enabling direct conversion of inward electrons to NAD(P)H, was used to improve the production of fatty alcohols from acetate based on pathway engineering. First, the conversion efficiency of acetate to acetyl-CoA was reinforced by heterogenous expression of ackA-pta genes. Second, a small amount of glucose was used as cosubstrate to activate the pentose phosphate pathway and promote intracellular reducing cofactors synthesis. Third, through the employment of MES system, the final fatty alcohols production of the engineered strain YLFL-11 reached 83.8 mg/g dry cell weight (DCW), which was 6.17-fold higher than the initial production of YLFL-2 in shake flask. Furthermore, these strategies were also applied for the elevation of lupeol and betulinic acid synthesis from acetate in Y. lipolytica, demonstrating that our work provides a practical solution for cofactor supply and the assimilation of inferior carbon sources.


Asunto(s)
Ingeniería Metabólica , Yarrowia , Yarrowia/genética , Yarrowia/metabolismo , Fermentación , Triterpenos Pentacíclicos/metabolismo , Acetatos/metabolismo
2.
Food Microbiol ; 115: 104339, 2023 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-37567640

RESUMEN

To prolong cold storage, diluted storage waxes are applied to washed lemons after harvest and before packing, without drying steps, to reduce premature rotting and water loss. The survival of Listeria monocytogenes and Salmonella in undiluted and diluted storage waxes (S1-S4), and on lemon surfaces under common commercial storage were investigated. Populations of L. monocytogenes declined more slowly than Salmonella in undiluted storage waxes over 24 h of storage at 4 or 22 °C. L. monocytogenes (inoculated at ∼6 log CFU/mL) was detected by enrichment in undiluted waxes S2, S3, and S4 after 75-135 days at 4 °C but not after 30, 10, or 105 days, respectively at 22 °C. L. monocytogenes survived better in diluted than in undiluted storage waxes at 22 °C. Populations of L. monocytogenes (∼6 log CFU/lemon) declined by 0.64-1.62 log on lemon surfaces right after waxing. Populations of L. monocytogenes decreased to <1.30 log CFU/lemon after 28 days (1:9 S1) or 75 days (other treatments) at 12 °C and ≥93% RH. Except for 1:9 S1, L. monocytogenes was detected by enrichment in all lemon samples over 87 days of storage. Packinghouses should consider the survival of L. monocytogenes and Salmonella in citrus storage waxes in their food safety programs.


Asunto(s)
Citrus , Escherichia coli O157 , Listeria monocytogenes , Recuento de Colonia Microbiana , Microbiología de Alimentos , Salmonella , Temperatura , Manipulación de Alimentos
3.
J Cell Mol Med ; 25(10): 4732-4743, 2021 05.
Artículo en Inglés | MEDLINE | ID: mdl-33755319

RESUMEN

Cold-inducible RNA-binding protein (CIRP) was a crucial regulator in multiple diseases. However, its role in pulmonary artery hypertension (PAH) is still unknown. Here, we first established monocrotaline (MCT)-induced rat PAH model and discovered that CIRP was down-regulated predominantly in the endothelium of pulmonary artery after MCT injection. We then generated Cirp-knockout (Cirp-KO) rats, which manifested severer PAH with exacerbated endothelium damage in response to MCT. Subsequently, Caveolin1 (Cav1) and Cavin1 were identified as downstream targets of CIRP in MCT-induced PAH, and the decreased expression of these two genes aggravated the injury and apoptosis of pulmonary artery endothelium. Moreover, CIRP deficiency intensified monocrotaline pyrrole (MCTP)-induced rat pulmonary artery endothelial cells (rPAECs) injuries both in vivo and in vitro, which was counteracted by Cav1 or Cavin1 overexpression. In addition, CIRP regulated the proliferative effect of conditioned media from MCTP-treated rPAECs on rat pulmonary artery smooth muscle cells, which partially explained the exceedingly thickened pulmonary artery intimal media in Cirp-KO rats after MCT treatment. These results demonstrated that CIRP acts as a critical protective factor in MCT-induced rat PAH by directly regulating CAV1 and CAVIN1 expression, which may facilitate the development of new therapeutic targets for the intervention of PAH.


Asunto(s)
Caveolina 1/metabolismo , Proteínas y Péptidos de Choque por Frío/fisiología , Endotelio Vascular/patología , Regulación de la Expresión Génica , Proteínas de la Membrana/metabolismo , Monocrotalina/toxicidad , Hipertensión Arterial Pulmonar/patología , Proteínas de Unión al ARN/metabolismo , Proteínas de Unión al ARN/fisiología , Animales , Animales Modificados Genéticamente , Caveolina 1/genética , Endotelio Vascular/metabolismo , Masculino , Proteínas de la Membrana/genética , Hipertensión Arterial Pulmonar/etiología , Hipertensión Arterial Pulmonar/metabolismo , Proteínas de Unión al ARN/genética , Ratas , Ratas Sprague-Dawley , Transducción de Señal
4.
Appl Microbiol Biotechnol ; 105(18): 6819-6833, 2021 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-34432131

RESUMEN

The goal of this work was to identify the target protein and epitope of a previously reported Escherichia coli O157:H7 (ECO157)-specific monoclonal antibody (mAb) 2G12. mAb 2G12 has shown high specificity for the recovery and detection of ECO157. To achieve this goal, the target protein was first separated by two-dimensional gel electrophoresis (2-DE) and located by Western blot (WB). The protein spots were identified to be the outer membrane protein (Omp) C by matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF-MS). After that, the target protein was purified by immunoaffinity chromatography (IAC) and subjected to in situ enzymatic cleavage of the vulnerable peptides. Eight eluted peptides of OmpC identified by liquid chromatography-tandem mass spectrometry (LC-MS/MS) were further mapped onto the homologous protein structure of E. coli OmpC (2IXX). The topology of OmpC showed that three peptides had extracellular loops. Epitope mapping with overlapping peptide library and sequence homology analysis revealed that the epitope consisted of a specific peptide, "LGVING," and an adjacent conservative peptide, "TQTYNATRVGSLG." Both peptides loop around the overall structure of the epitope. To test the availability of the epitope when ECO157 was grown under different osmolarity, pH, and nutrition levels, the binding efficacy of mAb 2G12 with ECO157 grown in these conditions was evaluated. Results further demonstrated the good stability of this epitope under potential stressful environmental conditions. In summary, this study revealed that mAb 2G12 targeted one specific and one conservative extracellular loop (peptide) of the OmpC present on ECO157, and the epitope was stable and accessible on ECO157 cells grown in different environment. KEY POINTS: • OmpC is the target of a recently identified ECO157-specific mAb 2G12. • Eight peptides were identified from the OmpC by using LC-MS/MS. • The specificity of mAb 2G12 is mainly determined by the "LGVING" peptide.


Asunto(s)
Escherichia coli O157 , Secuencia de Aminoácidos , Cromatografía Liquida , Epítopos , Espectrometría de Masa por Láser de Matriz Asistida de Ionización Desorción , Espectrometría de Masas en Tándem
5.
Compr Rev Food Sci Food Saf ; 20(1): 738-786, 2021 01.
Artículo en Inglés | MEDLINE | ID: mdl-33325100

RESUMEN

Microorganisms play a crucial and unique role in fish and fish product safety. The presence of human pathogens and the formation of histamine caused by spoilage bacteria make the control of both pathogenic and spoilage microorganisms critical for fish product safety. To provide a comprehensive and updated overview of the involvement of microorganisms in fish and fish product safety, this paper reviewed outbreak and recall surveillance data obtained from government agencies from 1998 to 2018 and identified major safety concerns associated with both domestic and imported fish products. The review also summarized all available literature about the prevalence of major and emerging microbial safety concerns, including Salmonella spp., Listeria monocytogenes, and Aeromonas hydrophila, in different fish and fish products and the survival of these pathogens under different storage conditions. The prevalence of antibiotic-resistant bacteria (ARB) and antibiotic-resistant genes (ARGs), two emerging food safety concerns, is also reviewed. Pathogenic and spoilage microorganisms as well as ARB and ARGs can be introduced into fish and fish products in both preharvest and postharvest stages. Many novel intervention strategies have been proposed and tested for the control of different microorganisms on fish and fish products. One key question that needs to be considered when developing and implementing novel control measures is how to ensure that the measures are cost and environment friendly as well as sustainable. Over the years, regulations have been established to provide guidance documents for good farming and processing practices. To be more prepared for the globalization of the food chain, harmonization of regulations is still needed.


Asunto(s)
Microbiología de Alimentos , Listeria monocytogenes , Antagonistas de Receptores de Angiotensina , Inhibidores de la Enzima Convertidora de Angiotensina , Animales , Productos Pesqueros , Humanos
6.
Med Sci Monit ; 25: 598-604, 2019 Jan 21.
Artículo en Inglés | MEDLINE | ID: mdl-30662058

RESUMEN

BACKGROUND To evaluate perioperative and mid-term outcomes of saphenous vein Y-grafts in patients with multi-vessel coronary artery disease. MATERIAL AND METHODS Sixty patients who underwent off-pump coronary surgery with Y-graft between 2005 and 2016 were enrolled, including 38 patients with natural Y-graft. Sixty patients with multi-vessel lesions in the same period were randomly selected as a control group. RESULTS A total of 484 conduits were employed. The intraoperative variables were insignificantly different between groups, but Y-graft group compared with control group had more grafts (4.2±0.84 vs. 3.87±0.85) and anastomoses (6.30±1.39 vs. 5.62±1.15). No patient died during coronary artery bypass grafting and no episode of perioperative myocardial infarction was found. Follow-up duration lasted from 1 to 137 (40.0±27.7) months. No significant difference between Y-graft group and control group was found in Kaplan-Meier 3-year survival rate (93.4% vs. 88.0%) or 5-year survival rate (81.4% vs. 88.0%). CONCLUSIONS Saphenous vein Y-graft is a feasible and safe revascularization strategy for multi-vessel coronary artery disease patients and brings about satisfactory outcomes.


Asunto(s)
Puente de Arteria Coronaria/métodos , Revascularización Miocárdica/métodos , Vena Safena/cirugía , Anciano , Anciano de 80 o más Años , China , Angiografía Coronaria , Puente de Arteria Coronaria Off-Pump/efectos adversos , Enfermedad de la Arteria Coronaria/mortalidad , Femenino , Humanos , Estimación de Kaplan-Meier , Masculino , Persona de Mediana Edad , Infarto del Miocardio/etiología , Periodo Perioperatorio , Estudios Retrospectivos , Tasa de Supervivencia , Trasplantes/cirugía , Resultado del Tratamiento , Grado de Desobstrucción Vascular
7.
Appl Environ Microbiol ; 84(17)2018 09 01.
Artículo en Inglés | MEDLINE | ID: mdl-29959249

RESUMEN

The impact of neutral electrolyzed oxidizing (NEO) water treatments on the formation of sublethally injured Yersinia enterocolitica, Escherichia coli O157:H7, and Salmonella enterica serovar Enteritidis cells was evaluated. When pathogens were treated with 6% NEO water, approximately 38% of the treated Yersinia population and 25% of the treated Salmonella population became sublethally injured. The highest sublethally injured population was found when Salmonella cultures were treated with 3% NEO water. Regardless of the NEO water concentration used, no sublethally injured E. coli O157:H7 cells were found. To evaluate the sensitivity of NEO water-treated cells, four additional stresses (heat treatment, pH, NaCl, and bile salt) were tested. NEO water treatments did not generate any cross protection of treated cells against the other stresses. The diluted NEO water treatments in combination with heat treatment at 51°C for 10 min led to the best synergistic antimicrobial effects with a combined reduction of 7 logs. The gene expression results showed that NEO water treatments led to the upregulation of ompR, ail, and ycfR These genes are known for their involvement in cells' environmental stress responses. In summary, this study investigated the sublethal injury in pathogenic cells caused by NEO water treatments. Although sublethal injury was discovered, when combined with other mild stresses, the synergistic antimicrobial effects were able to further reduce the numbers of viable pathogenic cells. These results demonstrate the great application potential of NEO water as a nonthermal and less corrosive antimicrobial treatment.IMPORTANCE Neutral electrolyzed oxidizing (NEO) water is a nonthermal and less corrosive antimicrobial treatment that has been demonstrated to have efficacy in reducing microbial contamination in food, including meat, fresh fruit, and vegetables. However, NEO water treatments can cause sublethal injury to pathogenic cells, resulting in cells that retain their viability. Consequently, these sublethally injured pathogenic cells become a serious food safety concern. This study evaluated the formation of sublethally injured Yersinia enterocolitica, Escherichia coli O157:H7, and Salmonella enterica serovar Enteritidis cells by NEO water treatments and the potential cross protection against heat, pH, NaCl, or bile salt stresses that it may generate. No cross protection was observed. By combining NEO water treatments with sublethal levels of additional stresses, significant synergistic antimicrobial outcomes were achieved. These results indicate that mild processing treatments, when combined, can effectively reduce pathogen populations while minimizing the negative impacts on food quality.


Asunto(s)
Antiinfecciosos Locales/farmacología , Escherichia coli O157/efectos de los fármacos , Oxidantes/farmacología , Salmonella enteritidis/efectos de los fármacos , Yersinia enterocolitica/efectos de los fármacos , Proteínas de la Membrana Bacteriana Externa/biosíntesis , Proteínas de la Membrana Bacteriana Externa/genética , Proteínas Bacterianas/biosíntesis , Proteínas Bacterianas/genética , Proteínas de Escherichia coli/biosíntesis , Proteínas de Escherichia coli/genética , Contaminación de Alimentos/prevención & control , Microbiología de Alimentos , Inocuidad de los Alimentos/métodos , Oxidación-Reducción , Estrés Fisiológico/fisiología , Transactivadores/biosíntesis , Transactivadores/genética
8.
Food Microbiol ; 73: 227-236, 2018 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-29526207

RESUMEN

The goals of this study were to evaluate the antimicrobial efficacy of Neutral electrolyzed oxidizing (NEO) water on E. coli O157:H7, Salmonella Enteritidis and Yersinia enterocolitica in both pure culture and on inoculated pork chops and skin samples, and to investigate the formation of viable but nonculturable (VBNC) pathogens after treatments. Both the plate count method and flow cytometry were used to evaluate antimicrobial efficacy on pure cultures. Different concentrations of NEO water were prepared by diluting the original NEO water (100%) with sterilized deionized water. The antimicrobial efficacy increased as the concentrations of NEO water increased. The flow cytometry results showed that treating with diluted NEO water led to the formation of VBNC cells. No VBNC cells formed when treating pure cultures with 50% or 100% NEO water. Yersinia cultures were found to be more resistant to NEO treatments than Salmonella and E. coli O157:H7 cultures, with Yersinia cultures showing lower reductions and higher levels of VBNC cells after treatments. The antimicrobial efficacy of NEO water was significantly better on skin samples than on pork chops. The differences in protein content and structure between pork chops and skin samples serve as major factors impacting the NEO water's efficacy.


Asunto(s)
Conservación de Alimentos/métodos , Conservantes de Alimentos/química , Conservantes de Alimentos/farmacología , Productos de la Carne/microbiología , Salmonella enteritidis/efectos de los fármacos , Agua/química , Agua/farmacología , Yersinia enterocolitica/efectos de los fármacos , Animales , Electrólisis , Escherichia coli O157/efectos de los fármacos , Escherichia coli O157/crecimiento & desarrollo , Conservación de Alimentos/instrumentación , Salmonella enteritidis/crecimiento & desarrollo , Porcinos , Yersinia enterocolitica/crecimiento & desarrollo
9.
Foodborne Pathog Dis ; 15(9): 560-567, 2018 09.
Artículo en Inglés | MEDLINE | ID: mdl-29920117

RESUMEN

Kiwifruit (Actinidia deliciosa) is a high-acidity fruit, with two varieties available on the market. One is the green-fleshed, fuzzy, sweet but tangy-tasting kiwifruit, and the other is the yellow-fleshed variety called "golden" kiwifruit. While the whole kiwifruit is sold at room temperature at grocery stores, sliced kiwifruit is usually sold as a part of fruit salad in the refrigerated section. The survival of a five-strain Escherichia coli O157:H7 cocktail, a five-strain Salmonella cocktail, and a five-strain Listeria monocytogenes cocktail was evaluated on whole and sliced green and golden kiwifruit. Two inoculation levels were tested (∼7 and ∼4 Log colony-forming unit (CFU)/kiwi). A significantly higher amount of wet inoculum was attached to the green kiwifruit than to the golden kiwifruit (p < 0.05). The scanning electron microscope examination showed that pathogens can attach on both the surface and the hair structure of green kiwi skin. At room temperature, all three pathogens survived for 30 days on whole kiwifruit. Although the pH of sliced kiwifruit was low (∼3.5), all three pathogens survived on sliced kiwifruit for 7 days when stored at 4°C. These results highlight the importance of preventing contamination of fresh fruit during the preharvest and processing stages.


Asunto(s)
Actinidia/microbiología , Escherichia coli O157/crecimiento & desarrollo , Microbiología de Alimentos , Frutas/microbiología , Listeria monocytogenes/crecimiento & desarrollo , Salmonella typhimurium/crecimiento & desarrollo , Recuento de Colonia Microbiana , Conservación de Alimentos/métodos , Concentración de Iones de Hidrógeno , Temperatura , Factores de Tiempo
10.
Appl Environ Microbiol ; 83(6)2017 03 15.
Artículo en Inglés | MEDLINE | ID: mdl-28087532

RESUMEN

This study developed RNA-based predictive models describing the survival of Vibrio parahaemolyticus in Eastern oysters (Crassostrea virginica) during storage at 0, 4, and 10°C. Postharvested oysters were inoculated with a cocktail of five V. parahaemolyticus strains and were then stored at 0, 4, and 10°C for 21 or 11 days. A real-time reverse transcription-PCR (RT-PCR) assay targeting expression of the tlh gene was used to evaluate the number of surviving V. parahaemolyticus cells, which was then used to establish primary molecular models (MMs). Before construction of the MMs, consistent expression levels of the tlh gene at 0, 4, and 10°C were confirmed, and this gene was used to monitor the survival of the total V. parahaemolyticus cells. In addition, the tdh and trh genes were used for monitoring the survival of virulent V. parahaemolyticus Traditional models (TMs) were built based on data collected using a plate counting method. From the MMs, V. parahaemolyticus populations had decreased 0.493, 0.362, and 0.238 log10 CFU/g by the end of storage at 0, 4, and 10°C, respectively. Rates of reduction of V. parahaemolyticus shown in the TMs were 2.109, 1.579, and 0.894 log10 CFU/g for storage at 0, 4, and 10°C, respectively. Bacterial inactivation rates (IRs) estimated with the TMs (-0.245, -0.152, and -0.121 log10 CFU/day, respectively) were higher than those estimated with the MMs (-0.134, -0.0887, and -0.0732 log10 CFU/day, respectively) for storage at 0, 4, and 10°C. Higher viable V. parahaemolyticus numbers were predicted using the MMs than using the TMs. On the basis of this study, RNA-based predictive MMs are the more accurate and reliable models and can prevent false-negative results compared to TMs.IMPORTANCE One important method for validating postharvest techniques and for monitoring the behavior of V. parahaemolyticus is to establish predictive models. Unfortunately, previous predictive models established based on plate counting methods or on DNA-based PCR can underestimate or overestimate the number of surviving cells. This study developed and validated RNA-based molecular predictive models to describe the survival of V. parahaemolyticus in oysters during low-temperature storage (0, 4, and 10°C). The RNA-based predictive models show the advantage of being able to count all of the culturable, nonculturable, and stressed cells. By using primers targeting the tlh gene and pathogenesis-associated genes (tdh and trh), real-time RT-PCR can evaluate the total surviving V. parahaemolyticus population as well as differentiate the pathogenic ones from the total population. Reliable and accurate predictive models are very important for conducting risk assessment and management of pathogens in food.


Asunto(s)
Crassostrea/microbiología , Manipulación de Alimentos/métodos , Modelos Biológicos , Medición de Riesgo/métodos , Mariscos/microbiología , Vibrio parahaemolyticus/crecimiento & desarrollo , Animales , Recuento de Colonia Microbiana , Microbiología de Alimentos , Regulación Bacteriana de la Expresión Génica/genética , ARN/análisis , ARN/genética
11.
Foodborne Pathog Dis ; 11(1): 55-60, 2014 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-24138032

RESUMEN

Cattle are considered to be one of the primary reservoirs of Escherichia coli O157. In this study, the effects of weaning diets on E. coli O157 shedding, body weight, and fecal bacterial communities in beef calves were evaluated. A total of 60 calves (28 heifers and 32 steers) were weaned and randomly assigned into two groups. A peanut/soy hull-based diet (Dry Feed, DF) and a corn silage-based diet (High Moisture, HM) were fed to the two groups, respectively, during the weaning and preconditioning period. Calf body weight was measured before weaning (BW) and 14 days after weaning (AW14), and a fecal sample was collected from each calf at BW, AW14, as well as 56 days after weaning (AW56). The prevalence of O157 in feces was determined by CHROMagar(™) O157 and polymerase chain reaction (PCR). Denaturing gradient gel electrophoresis (DGGE) was employed to analyze fecal bacterial communities. A significant decrease in body weight was observed during weaning, regardless of the calf diet (p<0.05). Calves fed the HM diet lost more weight than the DF-fed calves determined at 14 days after weaning (p<0.05). Both the CHROMagar(™) and PCR results showed that the overall prevalence of O157 increased significantly during weaning. Based on the CHROMagar(™) method, O157 increased from 16.6% at BW to 38.3% at AW14 (p<0.05) and stayed at the higher level during the preconditioning period (AW56). The increase in O157 prevalence was observed in HM-fed calves during weaning but not in DF-fed ones. Weaning also changed the profile of fecal bacterial communities (p<0.05). These results showed that weaning is a critical step in beef cattle production, not only because of its effects on body weight but also due to its impact on O157 shedding and gastrointestinal tract bacterial community establishment.


Asunto(s)
Derrame de Bacterias , Enfermedades de los Bovinos/microbiología , Dieta/veterinaria , Infecciones por Escherichia coli/veterinaria , Escherichia coli O157/crecimiento & desarrollo , Heces/microbiología , Alimentación Animal/análisis , Animales , Peso Corporal , Bovinos , Recuento de Colonia Microbiana , ADN Bacteriano/aislamiento & purificación , Escherichia coli O157/aislamiento & purificación , Reacción en Cadena de la Polimerasa/veterinaria , Destete
12.
Angew Chem Int Ed Engl ; 53(14): 3684-7, 2014 Apr 01.
Artículo en Inglés | MEDLINE | ID: mdl-24591330

RESUMEN

A highly efficient strategy for the kinetic resolution of axially chiral BINAM derivatives involving a chiral Brønsted acid-catalyzed imine formation and transfer hydrogenation cascade process was developed. The kinetic resolution provides a convenient route to chiral BINAM derivatives in high yields with excellent enantioselectivities.

13.
Microbiol Spectr ; 12(4): e0344823, 2024 Apr 02.
Artículo en Inglés | MEDLINE | ID: mdl-38445872

RESUMEN

Small sample sizes and loss of sequencing reads during the microbiome data preprocessing can limit the statistical power of differentiating fresh produce phenotypes and prevent the detection of important bacterial species associated with produce contamination or quality reduction. Here, we explored a machine learning-based k-mer hash analysis strategy to identify DNA signatures predictive of produce safety (PS) and produce quality (PQ) and compared it against the amplicon sequence variant (ASV) strategy that uses a typical denoising step and ASV-based taxonomy strategy. Random forest-based classifiers for PS and PQ using 7-mer hash data sets had significantly higher classification accuracy than those using the ASV data sets. We also demonstrated that the proposed combination of integrating multiple data sets and leveraging a 7-mer hash strategy leads to better classification performance for PS and PQ compared to the ASV method but presents lower PS classification accuracy compared to the feature-selected ASV-based taxonomy strategy. Due to the current limitation of generating taxonomy using the 7-mer hash strategy, the ASV-based taxonomy strategy with remarkably less computing time and memory usage is more efficient for PS and PQ classification and applicable for important taxa identification. Results generated from this study lay the foundation for future studies that wish and need to incorporate and/or compare different microbiome sequencing data sets for the application of machine learning in the area of microbial safety and quality of food. IMPORTANCE: Identification of generalizable indicators for produce safety (PS) and produce quality (PQ) improves the detection of produce contamination and quality decline. However, effective sequencing read loss during microbiome data preprocessing and the limited sample size of individual studies restrain statistical power to identify important features contributing to differentiating PS and PQ phenotypes. We applied machine learning-based models using individual and integrated k-mer hash and amplicon sequence variant (ASV) data sets for PS and PQ classification and evaluated their classification performance and found that random forest (RF)-based models using integrated 7-mer hash data sets achieved significantly higher PS and PQ classification accuracy. Due to the limitation of taxonomic analysis for the 7-mer hash, we also developed RF-based models using feature-selected ASV-based taxonomic data sets, which performed better PS classification than those using the integrated 7-mer hash data set. The RF feature selection method identified 480 PS indicators and 263 PQ indicators with a positive contribution to the PS and PQ classification.


Asunto(s)
Algoritmos , Microbiota , Microbiota/genética , Aprendizaje Automático
14.
Int J Food Microbiol ; 413: 110591, 2024 Mar 02.
Artículo en Inglés | MEDLINE | ID: mdl-38306774

RESUMEN

Microorganisms in processing environments significantly impact the quality and safety of food products and can serve as potential reservoirs for antibiotic-resistant genes, contributing to public health concerns about antimicrobial resistance (AMR). Fish processing plants represent an understudied environment for microbiome mapping. This study investigated the microbial composition, prevalence of Listeria spp., and resistome structures in three catfish processing facilities in the southeastern United States. The 16S rRNA gene sequencing revealed that the observed richness and Shannon diversity index increased significantly from fish to fillet. Beta diversity analysis showed distinct clustering of microbial communities between fish, environment, and fillet samples. Fast expectation-maximization microbial source tracking (FEAST) algorithm demonstrated that the microbiota presents in the processing environment contributed 48.2 %, 62.4 %, and 53.7 % to the microbiota present on fillet in Facility 1 (F1), F2, and F3, respectively. Food contact surfaces made larger contributions compared to the non-food contact surfaces. The linear discriminant analysis of effect size (LEfSe) identified specific microbial genera (e.g., Plesiomohas, Brochothrix, Chryseobacterium and Cetobacterium) that significantly varied between Listeria spp. positive and negative samples in all three processing plants. The metagenomic sequencing results identified 212 antimicrobial resistance genes (ARGs) belonging to 72 groups from the raw fish and fish fillet samples collected from three processing plants. Although there was a significant decrease in the overall diversity of ARGs from fish to fillet samples, the total abundance of ARGs did not change significantly (P > 0.05). ARGs associated with resistance to macrolide-lincosamide-streptogramin (MLS), cationic antimicrobial peptides, aminoglycosides, and beta-lactams were found to be enriched in the fillet samples when compared to fish samples. Results of this study highlight the profound impact of processing environment on shaping the microbial populations present on the final fish product and the need for additional strategies to mitigate AMR in fish products.


Asunto(s)
Antibacterianos , Microbiota , Animales , ARN Ribosómico 16S/genética , Antibacterianos/farmacología , Productos Pesqueros , Microbiota/genética , Genes Bacterianos , Peces
15.
Int J Food Microbiol ; 417: 110691, 2024 Jun 02.
Artículo en Inglés | MEDLINE | ID: mdl-38631283

RESUMEN

The presence of Vibrio parahaemolyticus (Vp) in different production stages of seafood has generated negative impacts on both public health and the sustainability of the industry. To further better investigate the fitness of Vp at the phenotypical level, a great number of studies have been conducted in recent years using plate counting methods. In the meantime, with the increasing accessibility of the next generation sequencing and the advances in analytical chemistry techniques, omics-oriented biotechnologies have further advanced our knowledge in the survival and virulence mechanisms of Vp at various molecular levels. These observations provide insights to guide the development of novel prevention and control strategies and benefit the monitoring and mitigation of food safety risks associated with Vp contamination. To timely capture these recent advances, this review firstly summarizes the most recent phenotypical level studies and provide insights about the survival of Vp under important in vitro stresses and on aquatic products. After that, molecular survival mechanisms of Vp at transcriptomic and proteomic levels are summarized and discussed. Looking forward, other newer omics-biotechnology such as metabolomics and secretomics show great potential to be used for confirming the cellular responses of Vp. Powerful data mining tools from the field of machine learning and artificial intelligence, that can better utilize the omics data and solve complex problems in the processing, analysis, and interpretation of omics data, will further improve our mechanistic understanding of Vp.


Asunto(s)
Vibrio parahaemolyticus , Vibrio parahaemolyticus/genética , Vibrio parahaemolyticus/patogenicidad , Vibrio parahaemolyticus/crecimiento & desarrollo , Vibrio parahaemolyticus/metabolismo , Alimentos Marinos/microbiología , Proteómica , Virulencia , Microbiología de Alimentos , Humanos , Transcriptoma , Animales
16.
J Food Prot ; 87(4): 100255, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38423361

RESUMEN

After finishing waxes are applied, citrus fruits are typically dried at 32-60°C for 2-3 min before final packing. The survival of Listeria monocytogenes, Salmonella, and Enterococcus faecium NRRL B-2354 was evaluated under laboratory conditions on lemons after applying one of four finishing waxes (F4, F6, F8, and F15) followed by an ambient hold or heated (50 or 60°C) drying step. The reduction of inoculated microorganisms during drying was significantly influenced by wax type and temperature, with greater reductions at higher temperatures. Greater reductions after waxing and drying at 60°C were observed with L. monocytogenes (2.84-4.44 log) than with Salmonella (1.65-3.67 log), and with Salmonella than with E. faecium (0.99-2.93 log). The survival of Salmonella inoculated at 5.8-5.9 log/fruit on lemons and oranges after applying wax F6 and drying at 60°C was evaluated during storage at 4 and 22°C. The reductions of Salmonella after waxing and drying were 1.7 log; additional reductions during storage at 4 or 22°C were 1.40-1.43 or 0.18-0.29 log, respectively, on waxed lemons, and 0.56-1.02 or 0.54-0.57 log, respectively, on waxed oranges. Under pilot-scale packinghouse conditions with wax F4, mean and minimum reductions of E. faecium ranged from 2.15 to 2.89 and 1.64 to 2.12 log, respectively. However, E. faecium was recovered by whole-fruit enrichment (limit of detection: 0.60 log CFU/lemon) but not by plating (LOD: 1.3 log CFU/lemon) from uninoculated lemons run with or after the inoculated lemons. The findings should provide useful information to establish and implement packinghouse food safety plans.


Asunto(s)
Citrus , Listeria monocytogenes , Frutas , Microbiología de Alimentos , Salmonella , Temperatura , Ceras , Recuento de Colonia Microbiana
17.
Antioxidants (Basel) ; 13(4)2024 Apr 02.
Artículo en Inglés | MEDLINE | ID: mdl-38671879

RESUMEN

The utilization of functional cling films presents a promising approach to alleviate post-harvest spoilage caused by microbial activity, oxidative metabolism, and moisture loss in agricultural products. To overcome the environmental problems of conventional packaging materials, in this study, we developed functional fruit and vegetable cling films based on glycidyltrimethylammonium chloride and rosemarinic acid cross-linked gelatin (RQ-GEL). The results indicate that the prepared RQ-GEL film possesses excellent UV light barrier properties and mechanical performance. RQ-GEL inhibited S. aureus and E. coli by 93.79% and 92.04%, respectively. DPPH and ABTS free radical scavenging activities were as high as 87.69% and 84.6%. In the cherry tomato preservation experiment, when compared to uncovered samples, the RQ-GEL group had a 29.77% reduction in weight loss and a significant 26.92% reduction in hardness. Meanwhile, the RQ-GEL group delays the decline of fruit total soluble solids and titratable acidity content, and prolongs the preservation period of cherry tomatoes. Hence, RQ-GEL cling film is poised to emerge as a promising packaging material for the post-harvest preservation of agricultural products.

18.
Bioresour Technol ; 403: 130764, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-38718903

RESUMEN

Abundant renewable resource lignocellulosic biomass possesses tremendous potential for green biomanufacturing, while its efficient utilization by Yarrowia lipolytica, an attractive biochemical production host, is restricted since the presence of inhibitors furfural and acetic acid in lignocellulosic hydrolysate. Given deficient understanding of inherent interactions between inhibitors and cellular metabolism, sufficiently mining relevant genes is necessary. Herein, 14 novel gene targets were discovered using clustered regularly interspaced short palindromic repeats interference library in Y. lipolytica, achieving tolerance to 0.35 % (v/v) acetic acid (the highest concentration reported in Y. lipolytica), 4.8 mM furfural, or a combination of 2.4 mM furfural and 0.15 % (v/v) acetic acid. The tolerance mechanism might involve improvement of cell division and decrease of reactive oxygen species level. Transcriptional repression of effective gene targets still enabled tolerance when xylose was a carbon source. This work forms a robust foundation for improving microbial tolerance to lignocellulose-derived inhibitors and revealing underlying mechanism.


Asunto(s)
Ácido Acético , Furaldehído , Yarrowia , Yarrowia/genética , Yarrowia/metabolismo , Furaldehído/farmacología , Ácido Acético/farmacología , Repeticiones Palindrómicas Cortas Agrupadas y Regularmente Espaciadas , Lignina/metabolismo , Genoma Fúngico , Biblioteca de Genes
19.
ACS Appl Bio Mater ; 7(3): 1842-1851, 2024 03 18.
Artículo en Inglés | MEDLINE | ID: mdl-38416807

RESUMEN

The growing concerns regarding foodborne illnesses related to fresh produce accentuate the necessity for innovative material solutions, particularly on surfaces that come into close contact with foods. This study introduces a sustainable, efficient, and removable antimicrobial and antifouling coating ideally suited for hydrophobic food-contact surfaces such as low-density polyethylene (LDPE). Developed through a crosslinking reaction involving tannic acid, gelatin, and soy protein hydrolysate, these coatings exhibit proper stability in aqueous washing solutions and effectively combat bacterial contamination and prevent biofilm formation. The unique surface architecture promotes the formation of halamine structures, enhancing antimicrobial efficacy with a rapid contact killing effect and reducing microbial contamination by up to 5 log10 cfu·cm-2 against both Escherichia coli (Gram-negative) and Listeria innocua (Gram-positive). Notably, the coatings are designed for at least five recharging cycles under mild conditions (pH6, 20 ppm free active chlorine) and can be easily removed with hot water or steam to refresh the depositions. This removal process not only conveniently aligns with existing sanitation protocols in the fresh produce industry but also facilitates the complete eradication of potential developed biofilms, outperforming uncoated LDPE coupons. Overall, these coatings represent sustainable, cost-effective, and practical advancements in food safety and are promising candidates for widespread adoption in food processing environments.


Asunto(s)
Antiinfecciosos , Incrustaciones Biológicas , Polifenoles , Polietileno , Antiinfecciosos/farmacología , Povidona , Escherichia coli
20.
J Food Sci ; 89(4): 1988-2000, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38372192

RESUMEN

Romaine lettuce outer leaves, as opposed to the more commonly marketed heart, are typically discarded and present an opportunity for upcycling as dried powders. Duquesne Romaine lettuce was evaluated to quantify and compare quality attributes of fresh outer and heart leaves, dried powders following hot air drying, and dried powders following an infrared (IR) blanching pretreatment before drying. Attributes measured for fresh leaves included moisture, water activity (Aw), color, total soluble phenolics (TSP), and antioxidant capacity (AC). Drying kinetics and time/energy saving through IR blanching were evaluated. Attributes measured for dried powders included moisture, Aw, color, true density, water vapor isotherms, TSP, AC, cadmium (Cd) content, and pesticide residues. TSP, AC, Cd, and pesticide residues were higher, whereas moisture content and Aw were lower in fresh outer versus heart leaves. Hot air drying reduced TSP and AC to 63.6% and 35.2% of fresh values, respectively, whereas IR blanching further reduced TSP and AC to 37.3% and 25.4% in outer leave powders. On the other hand, TSP and AC increased 237% and 151%, respectively, for unblanched heart powders. Higher increase of TSP than AC in heart leaf powder may indicate synthesis of phenolic compounds activated by abiotic stresses such as cutting and high temperatures at the initial drying stage. IR blanching resulted in significant time/energy savings for drying of outer leaves. Microbial loads were substantially reduced during drying, although microbial population on outer leaves were more resistant. Safe to eat outer leaf Romaine lettuce powders can be produced, assuming appropriate agricultural practices.


Asunto(s)
Lactuca , Residuos de Plaguicidas , Cadmio/análisis , Residuos de Plaguicidas/análisis , Antioxidantes/química , Desecación/métodos , Hojas de la Planta/química
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